CN103559443B - The virus scan method and apparatus of device for multi-core - Google Patents

The virus scan method and apparatus of device for multi-core Download PDF

Info

Publication number
CN103559443B
CN103559443B CN201310535046.9A CN201310535046A CN103559443B CN 103559443 B CN103559443 B CN 103559443B CN 201310535046 A CN201310535046 A CN 201310535046A CN 103559443 B CN103559443 B CN 103559443B
Authority
CN
China
Prior art keywords
scan
scanning
file
virus
thread
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN201310535046.9A
Other languages
Chinese (zh)
Other versions
CN103559443A (en
Inventor
谢重阳
邹贵强
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing Qihoo Technology Co Ltd
Original Assignee
Beijing Qihoo Technology Co Ltd
Qizhi Software Beijing Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing Qihoo Technology Co Ltd, Qizhi Software Beijing Co Ltd filed Critical Beijing Qihoo Technology Co Ltd
Priority to CN201310535046.9A priority Critical patent/CN103559443B/en
Publication of CN103559443A publication Critical patent/CN103559443A/en
Application granted granted Critical
Publication of CN103559443B publication Critical patent/CN103559443B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/50Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
    • G06F21/55Detecting local intrusion or implementing counter-measures
    • G06F21/56Computer malware detection or handling, e.g. anti-virus arrangements
    • G06F21/562Static detection

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Security & Cryptography (AREA)
  • Computer Hardware Design (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Virology (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Debugging And Monitoring (AREA)

Abstract

The invention discloses a kind of virus scan method and apparatus of device for multi-core, wherein, method includes:According to the CPU core number of device for multi-core, multiple scanning threads are created, the number of scanning thread is more than or equal to the CPU core number of device for multi-core;According to the multiple scan tasks of one or more file generateds to be scanned, multiple scan tasks are added in scan task queue;Scan task in scan task queue is distributed into scanning thread, so that scanning thread performs virus scan.The scheme provided according to the present invention, ensure that all CPU cores are in busy state, fully using system resource, improve the speed of scanning, so as to reduce the time that scanning takes CPU computings and disk operating, improve service efficiency of the user to equipment.

Description

The virus scan method and apparatus of device for multi-core
Technical field
The present invention relates to field of computer technology, and in particular to a kind of virus scan method and apparatus of device for multi-core.
Background technology
Computer virus is the data for the destruction computer function worked out or inserted in computer program, can influence meter The normal use of calculation machine and can self-replacation, generally in the form of one group of computer instruction or program code present.Instead Antivirus engine be it is a set of judge specific program behavior whether be Virus (including suspect program) technology mechanism.Anti-virus draws Hold up be antivirus software major part, be detection and find virus program, and virus base be have been found that viral feature Set.During antivirus, with all programs or file in the feature comparison system in virus base, these features will be met Program or file are determined as virus.
With the popularization of computer, user terminal, which is substantially all, needs installation antivirus software to sweep the file in computer Retouch.When antivirus software is scanned, it is necessary to substantial amounts of CPU computings and disk operating so that scanning process is very long and influences System speed.And in computer system include many identical files, such as Windows files, software installation APMB package, Help file, compressed file etc..In the prior art, when the antivirus software of user terminal is scanned for the first time in meeting scan full hard disk computer All Files, and can be in scanning file various contents, for example, for compressed package, prior art can be according to normally sweeping Flow is retouched by the content decompression in compressed package and then is scanned one by one, to secure documents.Existing virus scan mode, The Thread Count of Scan for Viruses is fixed, for device for multi-core, possibly the resource of system can not be discharged completely, for example, for 8 cores CPU, if Thread Count is fixed as 6, might have unnecessary CPU and is in idle condition, this can also significantly reduce virus and sweep Speed is retouched, so as to extend the time entirely scanned.For user, prolonged scanning can take CPU computings and disk always Operation have impact on the speed of system, reduce service efficiency of the user to equipment.
The content of the invention
In view of the above problems, it is proposed that the present invention so as to provide one kind overcome above mentioned problem or at least in part solve on State the virus scan method and apparatus of the device for multi-core of problem.
According to an aspect of the invention, there is provided a kind of virus scan method of device for multi-core, including:Set according to multinuclear Standby CPU core number, creates multiple scanning threads, and the number of scanning thread is more than or equal to the CPU core number of device for multi-core;According to treating The multiple scan tasks of one or more file generateds of scanning, multiple scan tasks are added in scan task queue;It will sweep Retouch the scan task in task queue and distribute to scanning thread, so that scanning thread performs virus scan.
According to another aspect of the present invention there is provided a kind of virus scan device of device for multi-core, including:Thread creation mould Block, suitable for creating multiple scanning threads according to the CPU core number of device for multi-core, the number of the scanning thread of establishment is more than or equal to more The CPU core number of nuclear equipment;Task generation module, suitable for according to the multiple scan tasks of one or more file generateds to be scanned, Multiple scan tasks are added in scan task queue;Distribute module, suitable for the scan task in scan task queue is divided Dispensing scans thread, so that scanning thread performs virus scan.
According to the virus scan method and apparatus of the device for multi-core of the present invention, after scan procedure is initiated, according to device for multi-core CPU core number, create number be more than or equal to equipment CPU core number scanning thread;According to one or more files to be scanned Generate multiple scan tasks and multiple scan tasks are added in scan task queue;Scanning in scan task queue is appointed The scanning thread is distributed in business, so that the scanning thread performs virus scan.According to the program, scanning number of threads is not small It in equipment CPU core number, ensure that all CPU cores are in busy state, fully using system resource, improve the speed of scanning Degree, so as to reduce the time that scanning takes CPU computings and disk operating, improves service efficiency of the user to equipment.
Described above is only the general introduction of technical solution of the present invention, in order to better understand the technological means of the present invention, And can be practiced according to the content of specification, and in order to allow the above and other objects of the present invention, feature and advantage can Become apparent, below especially exemplified by the embodiment of the present invention.
Brief description of the drawings
By reading the detailed description of hereafter preferred embodiment, various other advantages and benefit is common for this area Technical staff will be clear understanding.Accompanying drawing is only used for showing the purpose of preferred embodiment, and is not considered as to the present invention Limitation.And in whole accompanying drawing, identical part is denoted by the same reference numerals.In the accompanying drawings:
Fig. 1 shows the flow chart of the virus scan method of device for multi-core according to an embodiment of the invention;
Fig. 2 shows the flow chart of the virus scan method of device for multi-core in accordance with another embodiment of the present invention;
Fig. 3 shows the structural representation of the virus scan device of device for multi-core according to an embodiment of the invention.
Embodiment
The exemplary embodiment of the disclosure is more fully described below with reference to accompanying drawings.Although showing the disclosure in accompanying drawing Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure without should be by embodiments set forth here Limited.On the contrary, these embodiments are provided to facilitate a more thoroughly understanding of the present invention, and can be by the scope of the present disclosure Complete conveys to those skilled in the art.
Fig. 1 shows the flow chart of the virus scan method of device for multi-core according to an embodiment of the invention, such as Fig. 1 institutes Show, this method comprises the following steps:
Step S101, according to the CPU core number of device for multi-core, creates multiple scanning threads, the number of scanning thread be more than or Equal to the CPU core number of device for multi-core.
When implementing, obtaining the opportunity of the characteristic information such as CPU core number of device for multi-core can have a variety of, for example, can be with Obtained during antivirus software is installed, or, obtained when user changes configuration information, or obtained in scanning process Take, etc., specific opportunity can be selected according to specific characteristic information.
For example, if it is desired to obtain the hardware environment information of computer system, then it can just go to obtain during installation Take corresponding characteristic information, including the size of internal memory, CPU processing speeds etc..If necessary to obtain the protection class that user uses Type, then can obtain when user is configured or changed to the configuration information of antivirus software.Obtain if desired to be scanned The type information of file, then can be first during antivirus software performs scanning, before specifically needing to scan a certain file First judge type of this document, etc..
When the virus scanning program of the embodiment of the present invention initiates scan procedure, it usually can obtain including equipment CPU core number Hardware asset information inside.In device for multi-core, generally multiple scan tasks are scanned with multithreading, multiple lines Journey transfers to multiple core cpus to be respectively processed.In the present invention, equipment CPU is made full use of to realize, scanning thread Number should be more than or equal to CPU core number, so, when scan task is enough, and each CPU core can be participated at scanning thread Reason.
Step S102, according to the multiple scan tasks of one or more file generateds to be scanned, multiple scan tasks are added It is added in scan task queue.
Scanning thread is used as main sweep object using file.In scanning process, be each file generated to be scanned extremely A few scan task.Need to be managed multiple scan tasks with a kind of data structure, this is generally realized by queue, Completed scan task is deleted from front end, newly-generated scan task is inserted from tail of the queue.
Step S103, scanning thread is distributed to by the scan task in scan task queue, so that scanning thread performs disease Poison scanning.
At this moment, scanning thread has got scan task from the scan task queue of foundation, can pass through feature afterwards The modes such as information matches perform virus scan.
The method provided according to the above embodiment of the present invention, after scan procedure is initiated, according to the CPU core number of device for multi-core, The scanning thread that number is more than or equal to equipment CPU core number is created, multiple threads transfer to multiple core cpus to be respectively processed; According to the multiple scan tasks of one or more file generateds to be scanned and multiple scan tasks are added to scan task queue In;Scan task in scan task queue is distributed into the scanning thread, so that the scanning thread performs virus scan. According to the program, the quantity of scanning thread is not less than equipment CPU core number, therefore, it is possible to ensure that all CPU cores are in busy shape State, fully using system resource, improves the speed of scanning, so that the time that scanning takes CPU computings and disk operating is reduced, Improve service efficiency of the user to equipment.
Fig. 2 shows the flow chart of device for multi-core virus scan method in accordance with another embodiment of the present invention, such as Fig. 2 institutes Show, this method comprises the following steps:
Step S201, according to the CPU core number of device for multi-core, creates multiple scanning threads, the number of scanning thread be more than or Equal to the CPU core number of device for multi-core.
When virus scanning program initiates scan procedure, the hardware resource including equipment CPU core number usually can be obtained Information.In device for multi-core, generally multiple scan tasks are scanned with multithreading, multiple threads transfer to multiple CPU Core is respectively processed.In the present invention, equipment CPU is made full use of to realize, the number of scanning thread should be more than Or equal to CPU core number, so, when scan task is enough, each CPU core can participate in scanning thread process.
In multiple scanning threads are created, each scanning thread distribution is on a CPU core, multiple scanning thread parallels Perform.
Alternatively, if the CPU core number of the equipment of operation virus scanning program is n, 2n+1 scanning thread is created.
Step S202, according to the multiple scan tasks of one or more file generateds to be scanned, multiple scan tasks are added It is added in scan task queue.
Scanning thread is used as main sweep object using file.In scanning process, be each file generated to be scanned extremely A few scan task.Need to obtain the file attribute information of file to be scanned, such as file size, filemodetime and text Part path etc..File attribute record this document last time is by amended file size, modification time and file in system The attribute informations such as path, attribute information carries out real-time update according to the modification of file.
For example, can be by the scan mode of internal memory, will file attribute information and the file attribute information that is preserved in caching Matched, when the file attribute of file to be scanned is matched with the file attribute preserved in caching, file to be scanned is determined For malicious file or non-malicious file, when the file attribute preserved in the file attribute and caching of file to be scanned is mismatched, Other files that file to be scanned is defined as being scanned by name single scan mode.Because file attribute information is including a variety of Information, therefore each attribute information can one by one be matched according to preset order when being matched, for example, first matching File size, next matching files modification time, last matching files path etc..
Wherein, when all properties information of a certain file is all consistent with the file attribute information preserved in caching, just really The file attribute for determining the file attribute of this document with being preserved in caching is matched, when any one attribute information of a certain file is with delaying Deposit middle preservation file attribute information it is inconsistent when, it is determined that the file attribute preserved in the file attribute and caching of this document is not Matching.When all properties information of a certain file is all consistent with the file attribute information preserved in caching, this document is just determined File attribute matched with the file attribute preserved in caching, if the file attribute information now matched in internal memory is corresponding File is malicious file, then the scanning result of this document is malicious file, if the file attribute information pair matched in internal memory The file answered is non-malicious file, then the scanning result of this document is non-malicious file.
Further, file can also be scanned by way of black and white lists, passes through the blacklist pre-saved When being scanned, the filename pre-saved in the filename and blacklist of each file in other files is compared Compared with when the filename of some file is matched with the filename pre-saved, it is to belong to the second determination file to determine some file Malicious file;When being scanned by the white list pre-saved, by the filename of each file in other files with The filename pre-saved in white list is compared, when the filename of some file is matched with the filename pre-saved, It is the non-malicious file for belonging to the second determination file to determine some file.
Wherein, white list is generally safeguarded by user in client, and the file that user will determine as non-malicious is added to Preserved in white list, can be with information such as the filenames and file path of log file in white list;Blacklist is generally by killing Malicious software provider is safeguarded, the malicious file of determination is added in blacklist according to monitoring and preserved.
In the embodiment of the present invention, the object of scanning can include PE type files, and PE class files typically refer to Windows behaviour Make the program file in system, common PE type files include executable file, dynamic link library file, object type and expanded The type files such as component.Sweep object also includes various non-PE class files, for example, application program temporary file, history accesses trace Mark etc..
The scanning position information of the sweep object includes desktop, and my document, download directory is soft based on instant messaging The file that part and/or Email are received, and/or, external storage equipment;Wherein, the download directory, based on instant messaging The scanning position information for the file that software and/or Email are received, is obtained by being read from the configuration file of corresponding software ;The scanning position information of the external storage equipment, by being initiated by the application programming interfaces api function of operating system with working as The inquiry of the connected external storage equipment of preceding equipment is obtained;The file format information includes executable file, and/or, OFFICE documents.
For example, sweep object mark and corresponding scanning position information as shown in the following Table 1 can be included;And, such as Sweep object mark and corresponding file format information shown in table 2 below.
Table 1:
Wherein, the download directory, the scan position of the file received based on MSN and/or Email Information, is obtained by being read from the configuration file of corresponding software;The scanning position information of the external storage equipment, by by The inquiry that the application programming interfaces api function of operating system initiates the external storage equipment being connected with current device is obtained.
Table 2:
Sweep object is identified File format information
Executable file .exe file
OFFICE documents .doc file .xls files .ppt files .vso files
Certainly, the file format information of above-mentioned OFFICE documents is solely for example, and those skilled in the art are according to actual Situation is arbitrarily set, for example, it is also possible to file format .docx files more than 2007 versions including office documents, .xlsx file .pptx files, the file format information, the invention is not limited in this regard such as .vsox files.
In the present embodiment, the document location for the user's frequent operation that can be shown for user behavior information and/ Or the information of file format, generate corresponding specific sweep object.For example, in nearest 5 days, user frequently downloads from the Internet soft Part, then generation includes the specific sweep object of " download directory ";Or such as, in nearest 5 days, user frequently reads and writes " my text Shelves ", then generation includes the specific sweep object of " my document ";Or such as, in nearest 5 days, user has handled substantial amounts of WORD With PPT files, then generation includes the specific sweep object of " OFFICE documents ".On " download directory ", " my document ", The explanation of " OFFICE documents " may be referred to the content shown in above-mentioned Tables 1 and 2, and the present invention will not be repeated here.
The scanning performed according to sweep object potential risk that may be present includes:Leak attacker scanning, it is compacted Worm virus scan, Rootkit scannings, spyware scanning, wooden horse scanning, ad ware scanning, infectious virus scanning, and/ Or scan for malware.
Multiple Anti- Virus Engines are potentially included in virus scanning program, for example, BitDefender Anti- Virus Engines, small red Umbrella Anti- Virus Engine, cloud killing engine and QVM (Qihoo Virtual Machine, artificial intelligence engine) engine.Deng.Each Scanning engine can have the advantages that it is each different, for example, scanning engine A advantage is that committed memory is smaller, scanning engine B Advantage be sweep speed than very fast;Scanning engine C is good at scanning imaging system file, and scanning engine D is good at the non-program file of scanning, Etc..It should be noted that the characteristics of for some non-paradoxes, a variety of advantages may be concentrated on a scanning engine, example Such as, it is the characteristics of scanning engine A:Committed memory is small and is good at non-program file of scanning, etc..
Partial document could may finally be confirmed to be virus document after the scanning of multiple Anti- Virus Engines.This When, to any one Anti- Virus Engine, need the behavior for scanning each file to generate a corresponding scan task for the engine. At the same time it can also pre-save the corresponding Call Condition of each scanning engine.Namely scanning engine can be pre-set adjusted with it With the corresponding relation between condition.When implementing, the Call Condition is specifically as follows:It can be got in computer system Various possible characteristic informations.Specifically, characteristic information can be including the software environment information in computer system, hardware environment Information, type of protection and file type to be scanned etc..Wherein, software environment information, as its name suggests, can include calculating The operating system of machine, the antivirus software installed etc.;Hardware environment information can include memory size, the CPU of computer Processing speed etc..Type of protection can be divided into two kinds of real-time protection and manual scanning, generally can select or change anti-by user Protect type:For example, the type of protection of antivirus software acquiescence can be real-time protection, if user does not receive this type of protection, Real-time protection can will be closed, when needing to be scanned, then manually boot scanning process.On file type to be scanned, Plurality of classes can be obtained according to different sorting techniques, for example, from whether being program file angle, program file can be divided into And non-program file, being further divided into multimedia file (can also wherein include video, sound from file coding format angularly Frequency etc.) and text, from the angle of file size, it is further divided into mass file and small files, etc..
Specifically when preserving corresponding relation, if characteristic information is the information of enumeration type, it can directly preserve scanning and draw Hold up the corresponding relation between characteristic information.For example, type of protection can include two kinds of real-time protection and manual scanning, then can be with Which corresponding scanning engine is when preserving real-time protection, and which corresponding scanning engine is during manual scanning;File type can , then can be with the corresponding scanning engine of save routine file, and non-program file pair with including program file and non-program file The scanning engine answered;Etc..And if the characteristic information obtained is the hardware loops such as the memory size of computer, CPU processing speeds Environment information, then can preserve the corresponding relation between characteristic information and scanning engine by the way of quantifying.For example, when internal memory is small When certain is preset, correspond to certain scanning engine, internal memory be more than this it is preset when, then correspond to another scanning engine;Or, when CPU processing Speed be more than certain it is preset when, correspond to certain scanning engine, less than this it is preset when, then correspond to another scanning engine, etc..
In the embodiment of the present invention, the management to scan task can be realized by scan task queue, in favor of follow-up step To scanning thread distribution task in rapid, for example, can be according to average time-consuming, occupation condition of each scan task etc. to sweeping Retouch task ranking.
When file needs to be scanned by multiple Anti- Virus Engines, it can be built for different Anti- Virus Engines Vertical different task queue, or all scan tasks are added in a total task queue, and sub- team is set up wherein Row, each subqueue one Anti- Virus Engine of correspondence and the one or more threads related to the engine.
Step S203, judges whether the number of the scan task in scan task queue is more than or equal to of scanning thread Number.If it is, performing step S204, otherwise, step S205 is performed.
File to be scanned is scanned through at least one Anti- Virus Engine, after confirming as virus document or non-viral file, The scan task related to this document is completed, and these scan tasks are removed from scan task queue.In scanning process, scanning Process may also add new scan task into scan task queue.Therefore, the scan task number in scan task queue is Dynamically.Accordingly, it is necessary to which scan task is dynamically assigned into multiple scanning threads.
Step S204, is that each scanning thread distributes at least one scan task.
For example, scan task number is q1 in Current Scan task queue, scanning Thread Count is m, wherein, q1 is more than m, then first First m scan task is taken out from scan task queue, is sequentially allocated to m scanning thread, then, goes to step S203, Judge remaining scan task number q2 in scan task queue, it is assumed that during this, scan procedure is no longer to scan task queue Middle addition task, then q2=q1-m, if q2 is still more than or equal to m, repeat step S204, otherwise, performs step S205.
Step S205, whole scan tasks in scan task queue is distributed to selected partial scan thread.
At this moment, the number of tasks in scan task queue is less than scanning Thread Count, can only selected part scanning thread perform it is surplus Remaining whole scan tasks.The specific method of salary distribution can depend on the circumstances, for example, as described in step s 102, according to The average of scan task is taken, and occupation condition is ranked up to the scan task in queue, then can be appointed residue scanning Longer scan task is taken in business and distributes to the time-consuming shorter scanning thread of history general assignment, with the consumption of averagely each scanning thread When, more fully utilize resource.
Step S206, after the completion of all scan tasks in scan task queue are performed, discharges all scanning threads.
Scanning thread is obtained after scan task from scan task queue, and performing virus to the file in scan task sweeps Retouch.Scanning thread performs virus scan and specifically included:Thread is scanned to verify the characteristic information of file and this document in packet Characteristic information matched, if matching, it is determined that file is not virus document;If mismatching, it is determined that the file is disease Malicious file.
The characteristic information that 4 dimensions can be carried out to the file in scan task is matched, 4 dimensions and its preferential suitable Sequence is:File size, filemodetime, filename CRC (CRC) values and content match information.To characteristic information Matching by above-mentioned priority carry out.First, by the file size of scanned document with verifying the file recorded in packet Size is matched, if the match is successful, this document directly is confirmed as into virus, it is not necessary to carry out filemodetime and its The matching of his characteristic information dimension.If file size can the match is successful, then by the matching dimensionality of next priority, i.e. this article The filemodetime of part is with verifying that the modification time of packet is matched.If the match is successful, this document is confirmed as into virus, The matching of follow-up dimension is no longer carried out, if the match is successful, proceeds the matching of lower dimension.Other follow-up dimensions are done Identical processing.If all the match is successful for 4 dimensions, this document is confirmed as into non-viral file.
After the completion of all scan tasks, corresponding API (application programming interfaces) function in scan procedure calling system, release All scanning threads and its shared resource.
The method provided according to the above embodiment of the present invention, after scan procedure is initiated, according to the CPU core number of device for multi-core, Multiple scanning threads performed parallel that number is more than or equal to equipment CPU core number are created, transfer to multiple core cpus to carry out respectively Processing;The behavior that each Anti- Virus Engine is scanned into each file generates a corresponding scan task, and by the scanning of generation Task is added in scan task queue;Then, the scanning in scan task queue is distributed to described according to certain Regular Task Thread is scanned, scanning thread performs virus scan by way of characteristic information is matched;And after the completion of whole scan tasks, release Put all scan procedures.According to the program, the quantity of scanning thread is not less than equipment CPU core number, therefore, it is possible to ensure all CPU Core is in busy state, and using the method in the present embodiment, the distribution of scan task is more uniform, more fully utilizes system Resource, multiple scanning threads are performed parallel in different CPU cores, further increase sweep speed.In addition, multi engine scanning side Formula and the method for various dimensions characteristic information matching also can more accurately determine virus document.
Fig. 3 shows the virus scan device of device for multi-core according to an embodiment of the invention, as shown in figure 3, the dress Put including:Thread creation module 21, task generation module 22 and distribute module 23.
Thread creation module 21 is suitable to create multiple scanning threads, of scanning thread according to the CPU core number of device for multi-core CPU core number of the number more than or equal to device for multi-core.
When virus scanning program initiates scan procedure, the hardware resource including equipment CPU core number usually can be obtained Information.In device for multi-core, generally multiple scan tasks are scanned with multithreading, multiple threads transfer to multiple CPU Core is respectively processed.In the present invention, equipment CPU is made full use of to realize, the scanning that thread creation module 21 is created The number of thread should be more than or equal to CPU core number, so, when scan task is enough, and each CPU core can participate in scanning Thread process.
In multiple scanning threads that thread creation module 21 is created, a core of each scanning thread distribution in CPU On, multiple scanning thread parallels are performed.
Alternatively, if the CPU core number of the equipment of operation virus scanning program is n, thread creation module 21 creates 2n+ 1 scanning thread.
Task generation module 22 is suitable to according to the multiple scan tasks of one or more file generateds to be scanned, is swept multiple The task of retouching is added in scan task queue.
Scanning thread is used as main sweep object using file.In scanning process, task generation module 22 is each to wait to sweep At least one scan task of the file generated retouched.Task generation module 22 needs to enter multiple scan tasks with a kind of data structure Row management, this is generally realized by queue, and completed scan task is deleted from front end, and newly-generated scan task is from team Tail is inserted.
Task generation module 22 can generate scan task to PE type files, and PE class files typically refer to Windows behaviour Make the program file in system, common PE type files include executable file, dynamic link library file, object type and expanded The type files such as component.Task generation module 22 can also be various non-PE class files generation scan tasks, for example, application program Temporary file, history accesses vestige etc..
Multiple Anti- Virus Engines are potentially included in virus scanning program, for example, BitDefender Anti- Virus Engines, small red Umbrella Anti- Virus Engine, cloud killing engine etc..Partial document may could final quilt after the scanning of multiple Anti- Virus Engines Confirm as virus document.At this moment, to any one Anti- Virus Engine, task generation module 22 is that the engine needs to scan each text The behavior of part generates a corresponding scan task.
When scan task is added in scan task queue by task generation module 22, it is possible to use scan task queue is real Now to the management of scan task, in favor of in subsequent step to scanning thread distribution task, for example, task generation module 22 can be with Average time-consuming, occupation condition according to each scan task etc. sorts to scan task.
When file needs to be scanned by multiple Anti- Virus Engines, task generation module 22 can be difference Anti- Virus Engine set up different task queues, or all scan tasks are added in a total task queue, and Subqueue, each subqueue one Anti- Virus Engine of correspondence and the one or more lines related to the engine are set up wherein Journey.
Distribute module 23 is suitable to the scan task in scan task queue distributing to the scanning thread, is swept for described Retouch thread and perform virus scan.
File to be scanned is scanned through at least one Anti- Virus Engine, be confirmed to be virus document or non-viral file it Afterwards, the scan task related to this document performs completion, and corresponding scan task is also removed from scan task queue.Sweeping During retouching, task generation module 22 is also possible into scan task queue add new scan task, namely scan task team Scan task number in row is dynamic.Accordingly, distribute module 23 needs scan task being dynamically assigned to multiple scannings Thread.Therefore, the present apparatus further comprises:Whether judge module 24 is big suitable for judging the scan task in scan task queue In or equal to scanning thread number.
Distribute module 23 is further adapted for:The scan task judged in judge module 24 in scan task queue be more than or It is that each scanning thread distributes at least one scan task during equal to the number for scanning thread;Judge to sweep in judge module 24 When retouching the scan task in task queue less than the number for scanning thread, whole scan tasks in scan task queue are distributed To selected partial scan thread.
For example, judge module 24 detects that scan task number is q1 in Current Scan task queue, scanning Thread Count is m, Wherein, q1 is more than m, then distribute module 23 first takes out m scan task from scan task queue, is sequentially allocated to m Thread is scanned, then, judge module 24 continues to detect remaining scan task number q2 in scan task queue, it is assumed that this process In, scan procedure no longer adds task into scan task queue, then q2=q1-m, if it is determined that module 24 detects q2 still More than or equal to m, then repeatedly said process;If it is determined that module 24 detects the task that q2 is less than in m, i.e. scan task queue Number is less than scanning Thread Count, then distribute module 23 can only the remaining whole scan tasks of selected part scanning thread execution.Specifically The method of salary distribution can depend on the circumstances, for example, distribute module 23 can be according to the average time-consuming of scan task, occupation condition pair Scan task in queue is ranked up, and longer scan task will be taken in remaining scan task and distributes to history general assignment consumption When shorter scanning thread, with the time-consuming of averagely each scanning thread.
Distribute module 23 distributes to scan task after scanning thread, and scanning thread starts to hold the file in scan task Row scanning, this can be carried out by way of characteristic matching, therefore virus scan device also includes matching module 26, suitable for by text The characteristic information of part verifies that the characteristic information in packet is matched with this document, if matching, it is determined that this document is not disease Poison;If mismatching, this document is defined as virus.
Further, matching module 26 can carry out the matching of 4 dimensions, institute to the file feature information in scan task State 4 dimensions and its priority is:File size, filemodetime, filename CRC (CRC) values and content Match information.Matching of the matching module 26 to characteristic information is carried out by above-mentioned priority.First, matching module 26 will be scanned The file size of file is matched with the file size recorded in checking packet, if the match is successful, directly by this article Part confirms as virus, it is not necessary to carry out the matching of filemodetime and other characteristic information dimensions.If file size can The match is successful, then carries out the modification of the matching of next priority dimension, the i.e. filemodetime of this document and checking packet Time match.If the match is successful, this document is confirmed as into virus, the matching of follow-up dimension is no longer carried out, if matched into Work(, proceeds the matching of lower dimension.Identical processing is done to other follow-up dimensions.If matching module 26 is to file 4 dimensions all successful match, then confirm as non-viral file by this document.
Virus scan device also includes removing module 25, has been performed suitable for all scan tasks in scan task queue Cheng Hou, discharges all scanning threads.
For example, after the completion of all scan tasks in scan task queue, removing corresponding API in the calling system of module 25 (application programming interfaces) function, discharges all scanning threads and its shared resource.
The device provided according to the above embodiment of the present invention, thread creation module is created according to the CPU core number of device for multi-core Number is more than or equal to multiple scanning threads performed parallel of equipment CPU core number, and task generation module is according to be scanned one Scan task is simultaneously added in scan task queue by individual or multiple multiple scan tasks of file generated, and then distribute module will be swept Retouch the scan task in task queue and distribute to scanning thread, so that scanning thread performs virus scan.According to the program, scanning The quantity of thread is not less than equipment CPU core number, therefore, it is possible to ensure that all CPU cores are in busy state, is sufficiently used System resource, multiple scanning threads are performed parallel in different CPU cores, further increase sweep speed.
Algorithm and display be not inherently related to any certain computer, virtual system or miscellaneous equipment provided herein. Various general-purpose systems can also be used together with based on teaching in this.As described above, construct required by this kind of system Structure be obvious.In addition, the present invention is not also directed to any certain programmed language.It is understood that, it is possible to use it is various Programming language realizes the content of invention described herein, and the description done above to language-specific is to disclose this hair Bright preferred forms.
In the specification that this place is provided, numerous specific details are set forth.It is to be appreciated, however, that the implementation of the present invention Example can be put into practice in the case of these no details.In some instances, known method, structure is not been shown in detail And technology, so as not to obscure the understanding of this description.
Similarly, it will be appreciated that in order to simplify the disclosure and help to understand one or more of each inventive aspect, exist Above in the description of the exemplary embodiment of the present invention, each feature of the invention is grouped together into single implementation sometimes In example, figure or descriptions thereof.However, the method for the disclosure should be construed to reflect following intention:It is i.e. required to protect The application claims of shield features more more than the feature being expressly recited in each claim.More precisely, such as following Claims reflect as, inventive aspect is all features less than single embodiment disclosed above.Therefore, Thus the claims for following embodiment are expressly incorporated in the embodiment, wherein each claim is in itself All as the separate embodiments of the present invention.
Those skilled in the art, which are appreciated that, to be carried out adaptively to the module in the equipment in embodiment Change and they are arranged in one or more equipment different from the embodiment.Can be the module or list in embodiment Member or component be combined into a module or unit or component, and can be divided into addition multiple submodule or subelement or Sub-component.In addition at least some in such feature and/or process or unit exclude each other, it can use any Combination is disclosed to all features disclosed in this specification (including adjoint claim, summary and accompanying drawing) and so to appoint Where all processes or unit of method or equipment are combined.Unless expressly stated otherwise, this specification (including adjoint power Profit is required, summary and accompanying drawing) disclosed in each feature can or similar purpose identical, equivalent by offer alternative features come generation Replace.
Although in addition, it will be appreciated by those of skill in the art that some embodiments described herein include other embodiments In included some features rather than further feature, but the combination of the feature of be the same as Example does not mean in of the invention Within the scope of and form different embodiments.For example, in the following claims, times of embodiment claimed One of meaning mode can be used in any combination.
The present invention all parts embodiment can be realized with hardware, or with one or more processor run Software module realize, or realized with combinations thereof.It will be understood by those of skill in the art that can use in practice Microprocessor or digital signal processor (DSP) realize the virus scan device of device for multi-core according to embodiments of the present invention In some or all parts some or all functions.The present invention is also implemented as described herein for performing The some or all equipment or program of device (for example, computer program and computer program product) of method.So Realization the present invention program can store on a computer-readable medium, or can have one or more signal shape Formula.Such signal can be downloaded from internet website and obtained, and either be provided or with any other shape on carrier signal Formula is provided.
It should be noted that the present invention will be described rather than limits the invention for above-described embodiment, and ability Field technique personnel can design alternative embodiment without departing from the scope of the appended claims.In the claims, Any reference symbol between bracket should not be configured to limitations on claims.Word "comprising" is not excluded the presence of not Element listed in the claims or step.Word "a" or "an" before element does not exclude the presence of multiple such Element.The present invention can be by means of including the hardware of some different elements and coming real by means of properly programmed computer It is existing.In if the unit claim of equipment for drying is listed, several in these devices can be by same hardware branch To embody.The use of word first, second, and third does not indicate that any order.These words can be explained and run after fame Claim.
The invention discloses:A1, a kind of device for multi-core virus scan method, including:
According to the CPU core number of the device for multi-core, multiple scanning threads are created, the number of the scanning thread is more than or waited In the CPU core number of the device for multi-core;
According to the multiple scan tasks of one or more file generateds to be scanned, the multiple scan task is added to and swept Retouch in task queue;
Scan task in scan task queue is distributed into the scanning thread, so that the scanning thread performs virus Scanning.
A2, the method according to A1, the multiple scanning thread parallel operation.
A3, the method according to A1, each file will be scanned by multiple Anti- Virus Engines;
It is described to be specifically included according to the multiple scan tasks of one or more file generateds to be scanned:Each anti-virus is drawn Hold up the corresponding scan task of behavior generation for scanning each file.
A4, the method according to A1, the scan task in the queue by scan task distribute to the scanning thread Including:
Judge whether the scan task in the scan task queue is more than or equal to the number of scanning thread;
If so, distributing at least one scan task for each scanning thread;
Otherwise, whole scan tasks in the scan task queue are distributed to selected partial scan thread.
A5, any method according to A1-A4, the CPU core number according to device for multi-core create multiple scannings Thread is specially:2n+1 scanning thread is created, wherein n is the CPU core number of the device for multi-core.
A6, the method according to A1, also include:All scan tasks in the scan task queue perform completion Afterwards, all scanning threads are discharged.
A7, any method according to A1-A6, the scanning thread perform virus scan and specifically included:
The characteristic information of file and this document are verified that the characteristic information in packet is matched by scan procedure, if Match somebody with somebody, it is determined that the file is not virus;If mismatching, it is determined that the file is virus.
A8, the method according to A7, the priority that the characteristic information is matched are followed successively by:File size, text Part modification time, filename cyclic redundancy check value and content match information.
The invention also discloses:B9, a kind of device for multi-core virus scan device, including:
Thread creation module, suitable for creating multiple scanning threads, the scan line according to the CPU core number of the device for multi-core The number of journey is more than or equal to the CPU core number of the device for multi-core;
Task generation module, will be described more suitable for according to the multiple scan tasks of one or more file generateds to be scanned Individual scan task is added in scan task queue;
Distribute module, suitable for the scan task in scan task queue is distributed into the scanning thread, sweeps for described Retouch thread and perform virus scan.
B10, the device according to B9, the multiple scanning threads run parallel of the thread creation module creation.
B11, the device according to B9, each file will be scanned by multiple Anti- Virus Engines;
The task generation module is further adapted for:The behavior that each Anti- Virus Engine is scanned into each file generates correspondence A scan task.
B12, the device according to B9, also include:Judge module, suitable for judging the scan task in scan task queue Whether the number of scanning thread is more than or equal to;
The distribute module is further adapted for:Judge that the scan task in scan task queue is big in the judge module It is that each scanning thread distributes at least one scan task when scanning the number of thread;Sentence in the judge module When the scan task in scan task queue of breaking is less than the number of scanning thread, the whole in the scan task queue is swept The task of retouching distributes to selected partial scan thread.
B13, any device according to B9-B12, the thread creation module are further adapted for creating 2n+1 Thread is scanned, wherein n is the CPU core number of the device for multi-core.
B14, the device according to B9, also include:Module is removed, is appointed suitable for all scannings in scan task queue After the completion of business is performed, all scanning threads are discharged.
B15, any device according to B9-B14, also include:Matching module, suitable for by the characteristic information of file Verify that the characteristic information in packet is matched with this document, if matching, it is determined that the file is not virus;If not Match somebody with somebody, it is determined that the file is virus.
B16, the device according to B15, the matching module are further adapted for believing feature according to following priority Breath is matched:File size, filemodetime, filename cyclic redundancy check value and content match information.

Claims (14)

1. a kind of virus scan method of device for multi-core, including:
According to the CPU core number of the device for multi-core, multiple scanning threads are created, the number of the scanning thread is more than the multinuclear The CPU core number of equipment;
According to the multiple scan tasks of one or more file generateds to be scanned, the multiple scan task is added to scanning and appointed It is engaged in queue;Wherein, partial document will be scanned by multiple Anti- Virus Engines, be that different Anti- Virus Engines set up difference Task queue;The corresponding relation between Anti- Virus Engine and its Call Condition is pre-set, each Anti- Virus Engine is scanned The behavior of each file generates a corresponding scan task;The Call Condition is:Software environment letter in computer system Breath, hardware environment information, type of protection and file type to be scanned;Wherein, the use shown for user behavior information The document location of family frequent operation and/or the information of file format, generate corresponding specific sweep object;
Scan task in scan task queue is distributed into the scanning thread, swept so that the scanning thread performs virus Retouch.
2. according to the method described in claim 1, the multiple scanning thread parallel operation.
3. according to the method described in claim 1, the scan task in the queue by scan task distributes to the scan line Journey includes:
Judge whether the scan task in the scan task queue is more than or equal to the number of scanning thread;
If so, distributing at least one scan task for each scanning thread;
Otherwise, whole scan tasks in the scan task queue are distributed to selected partial scan thread.
4. the method according to any one of claim 1-3, the CPU core number according to device for multi-core, create multiple sweep Retouching thread is specially:2n+1 scanning thread is created, wherein n is the CPU core number of the device for multi-core.
5. according to the method described in claim 1, also include:All scan tasks in the scan task queue have been performed Cheng Hou, discharges all scanning threads.
6. the method according to any one of claim 1-3, the scanning thread performs virus scan and specifically included:
The characteristic information of file and this document are verified that the characteristic information in packet is matched by scan procedure, if matching, It is not virus to determine the file;If mismatching, it is determined that the file is virus.
7. method according to claim 6, the priority that the characteristic information is matched is followed successively by:File size, Filemodetime, filename cyclic redundancy check value and content match information.
8. a kind of virus scan device of device for multi-core, including:
Thread creation module, suitable for creating multiple scanning threads according to the CPU core number of the device for multi-core, the scanning thread Number is more than or equal to the CPU core number of the device for multi-core;
Task generation module, suitable for according to the multiple scan tasks of one or more file generateds to be scanned, being swept the multiple The task of retouching is added in scan task queue;Wherein, partial document will be scanned by multiple Anti- Virus Engines, be different Anti- Virus Engine sets up different task queues;The corresponding relation between Anti- Virus Engine and its Call Condition is pre-set, will The behavior that each Anti- Virus Engine scans each file generates a corresponding scan task;The Call Condition is:Computer Software environment information, hardware environment information, type of protection and file type to be scanned in system;Wherein, for user's row The document location and/or the information of file format of the user's frequent operation shown by information, generate corresponding specific scanning Object;
Distribute module, suitable for the scan task in scan task queue is distributed into the scanning thread, for the scan line Cheng Zhihang virus scans.
9. device according to claim 8, the multiple scanning threads run parallel of the thread creation module creation.
10. device according to claim 8, also includes:Judge module, suitable for judging that the scanning in scan task queue is appointed Whether business is more than or equal to the number of scanning thread;
The distribute module is further adapted for:The scan task judged in the judge module in scan task queue be more than or It is that each scanning thread distributes at least one scan task during equal to the number for scanning thread;Judge in the judge module When scan task in scan task queue is less than the number of scanning thread, whole scannings in the scan task queue are appointed Selected partial scan thread is distributed in business.
11. any device according to claim 8-10, the thread creation module is further adapted for creating 2n+1 Individual scanning thread, wherein n is the CPU core number of the device for multi-core.
12. device according to claim 8, also includes:Module is removed, suitable for all scannings in scan task queue After the completion of tasks carrying, all scanning threads are discharged.
13. any device according to claim 8-10, also includes:Matching module, suitable for the feature of file is believed Cease and verify that the characteristic information in packet is matched with this document, if matching, it is determined that the file is not virus;If not Match somebody with somebody, it is determined that the file is virus.
14. device according to claim 13, the matching module is further adapted for according to following priority to feature Information is matched:File size, filemodetime, filename cyclic redundancy check value and content match information.
CN201310535046.9A 2013-11-01 2013-11-01 The virus scan method and apparatus of device for multi-core Active CN103559443B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201310535046.9A CN103559443B (en) 2013-11-01 2013-11-01 The virus scan method and apparatus of device for multi-core

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201310535046.9A CN103559443B (en) 2013-11-01 2013-11-01 The virus scan method and apparatus of device for multi-core

Publications (2)

Publication Number Publication Date
CN103559443A CN103559443A (en) 2014-02-05
CN103559443B true CN103559443B (en) 2017-07-14

Family

ID=50013689

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201310535046.9A Active CN103559443B (en) 2013-11-01 2013-11-01 The virus scan method and apparatus of device for multi-core

Country Status (1)

Country Link
CN (1) CN103559443B (en)

Families Citing this family (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103841196B (en) * 2014-03-07 2017-05-17 长沙裕邦软件开发有限公司 File uploading system and method based on multithreading
CN105320555B (en) * 2014-06-17 2019-05-24 腾讯科技(深圳)有限公司 The method and device of task is executed at the terminal
CN105224856A (en) * 2014-07-02 2016-01-06 腾讯科技(深圳)有限公司 Computer system detection method and device
US9141431B1 (en) * 2014-10-07 2015-09-22 AO Kaspersky Lab System and method for prioritizing on access scan and on demand scan tasks
CN104408369A (en) * 2014-10-24 2015-03-11 腾讯科技(深圳)有限公司 Scanning method and device
CN105791614B (en) * 2014-12-24 2019-05-10 深圳Tcl数字技术有限公司 File scanning method and terminal
CN104899097A (en) * 2015-04-17 2015-09-09 杭州华三通信技术有限公司 Thread allocation quantity calculating method and apparatus
CN105718799B (en) * 2015-09-10 2020-07-14 哈尔滨安天科技集团股份有限公司 Method and system for identifying file overflow vulnerability
CN107203552B (en) 2016-03-17 2021-12-28 阿里巴巴集团控股有限公司 Garbage recovery method and device
CN107800690B (en) * 2017-10-09 2021-07-06 西安交大捷普网络科技有限公司 Task allocation method of distributed vulnerability scanning system
CN108052826B (en) * 2017-12-20 2019-10-25 北京明朝万达科技股份有限公司 Distributed sensitive data scan method and system based on anti-data-leakage terminal
CN108009430B (en) * 2017-12-22 2020-04-10 北京明朝万达科技股份有限公司 Sensitive data rapid scanning method and device
CN110941478B (en) * 2018-09-21 2024-03-01 北京奇虎科技有限公司 Execution method and device of file scanning task and computing equipment
CN109976891B (en) * 2019-03-28 2020-11-03 北京网聘咨询有限公司 Server task processing method based on task thread configuration
CN110333911A (en) * 2019-07-04 2019-10-15 北京迈格威科技有限公司 A kind of file packet read method and device
CN112214765A (en) * 2020-09-29 2021-01-12 珠海豹好玩科技有限公司 Virus checking and killing method and device, electronic equipment and storage medium
CN112199679B (en) * 2020-09-29 2024-07-19 珠海豹好玩科技有限公司 Virus checking and killing method and device under Linux system
CN112565366B (en) * 2020-11-27 2022-11-08 平安普惠企业管理有限公司 Distributed file importing method, device, equipment and storage medium
CN114301627A (en) * 2021-11-29 2022-04-08 北京天融信网络安全技术有限公司 Uploaded file security scanning method and device and computer readable storage medium
CN118036007B (en) * 2024-04-15 2024-09-10 建信金融科技有限责任公司 Virus scanning method, system, scanner and storage medium

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102279917A (en) * 2011-09-19 2011-12-14 奇智软件(北京)有限公司 Multi-antivirus engine parallel antivirus method and system
CN102346827A (en) * 2011-09-19 2012-02-08 奇智软件(北京)有限公司 Method and device for handling computer viruses
CN102722417A (en) * 2012-06-07 2012-10-10 腾讯科技(深圳)有限公司 Distribution method and device for scan task

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7540027B2 (en) * 2005-06-23 2009-05-26 International Business Machines Corporation Method/system to speed up antivirus scans using a journal file system
US9235703B2 (en) * 2005-09-30 2016-01-12 Lenovo Enterprise Solutions (Singapore) Pte. Ltd. Virus scanning in a computer system
CN101685486B (en) * 2008-09-23 2011-12-07 联想(北京)有限公司 Virus killing method and virus killing system with multiple antivirus engines
CN101719208B (en) * 2009-12-07 2012-12-05 珠海市君天电子科技有限公司 Method and device for automatically extracting characteristics of virus file
CN102970272B (en) * 2011-09-01 2015-05-20 腾讯科技(深圳)有限公司 Method, device and cloud server for detesting viruses

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102279917A (en) * 2011-09-19 2011-12-14 奇智软件(北京)有限公司 Multi-antivirus engine parallel antivirus method and system
CN102346827A (en) * 2011-09-19 2012-02-08 奇智软件(北京)有限公司 Method and device for handling computer viruses
CN102722417A (en) * 2012-06-07 2012-10-10 腾讯科技(深圳)有限公司 Distribution method and device for scan task

Also Published As

Publication number Publication date
CN103559443A (en) 2014-02-05

Similar Documents

Publication Publication Date Title
CN103559443B (en) The virus scan method and apparatus of device for multi-core
US10997307B1 (en) System and method for clustering files and assigning a property based on clustering
US9348998B2 (en) System and methods for detecting harmful files of different formats in virtual environments
KR101693370B1 (en) Fuzzy whitelisting anti-malware systems and methods
US8424093B2 (en) System and method for updating antivirus cache
US9477835B2 (en) Event model for correlating system component states
CN102982121B (en) A kind of file scanning method, file scanning device and file detection system
US8914889B2 (en) False alarm detection for malware scanning
US8621634B2 (en) Malware detection based on a predetermined criterion
US20130145471A1 (en) Detecting Malware Using Stored Patterns
EP2784715B1 (en) System and method for adaptive modification of antivirus databases
EP1977523A2 (en) Forgery detection using entropy modeling
US7543334B2 (en) Update status alerting for a malware scanner
US11288368B1 (en) Signature generation
CN102346827B (en) Method and device for handling computer viruses
CN104217165B (en) The processing method of file and device
US20200412740A1 (en) Methods, devices and systems for the detection of obfuscated code in application software files
US8448243B1 (en) Systems and methods for detecting unknown malware in an executable file
CN103679027A (en) Searching and killing method and device for kernel level malware
US11397812B2 (en) System and method for categorization of .NET applications
CN106203105B (en) File management method and device
US11481491B2 (en) Managing virus scanning of container images
CN102999722B (en) File detection system
US9648025B1 (en) Using space-filling curves to fingerprint data
WO2023196090A1 (en) Anomalous activity detection in container images

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
TR01 Transfer of patent right

Effective date of registration: 20220718

Address after: Room 801, 8th floor, No. 104, floors 1-19, building 2, yard 6, Jiuxianqiao Road, Chaoyang District, Beijing 100015

Patentee after: BEIJING QIHOO TECHNOLOGY Co.,Ltd.

Address before: 100088 room 112, block D, 28 new street, new street, Xicheng District, Beijing (Desheng Park)

Patentee before: BEIJING QIHOO TECHNOLOGY Co.,Ltd.

Patentee before: Qizhi software (Beijing) Co.,Ltd.

TR01 Transfer of patent right