CN106685999A - Safety protection method for virtual machine, system and safety device - Google Patents

Safety protection method for virtual machine, system and safety device Download PDF

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Publication number
CN106685999A
CN106685999A CN201710108303.9A CN201710108303A CN106685999A CN 106685999 A CN106685999 A CN 106685999A CN 201710108303 A CN201710108303 A CN 201710108303A CN 106685999 A CN106685999 A CN 106685999A
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CN
China
Prior art keywords
data
virtual machine
interception
secure
safety equipment
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.)
Pending
Application number
CN201710108303.9A
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Chinese (zh)
Inventor
钱兵
王幸福
张冲
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.)
Zhengzhou Yunhai Information Technology Co Ltd
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Zhengzhou Yunhai Information Technology 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.)
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Publication date
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Priority to CN201710108303.9A priority Critical patent/CN106685999A/en
Publication of CN106685999A publication Critical patent/CN106685999A/en
Pending legal-status Critical Current

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00Network architectures or network communication protocols for network security
    • H04L63/02Network architectures or network communication protocols for network security for separating internal from external traffic, e.g. firewalls
    • H04L63/0281Proxies
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00Network architectures or network communication protocols for network security
    • H04L63/14Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1441Countermeasures against malicious traffic
    • H04L63/145Countermeasures against malicious traffic the attack involving the propagation of malware through the network, e.g. viruses, trojans or worms

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  • Engineering & Computer Science (AREA)
  • Computer Security & Cryptography (AREA)
  • Computer Hardware Design (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Virology (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)

Abstract

The invention discloses a safety protection method for a virtual machine, a system and a safety device. The method comprises the following steps: intercepting a data flow of a target virtual machine, thereby acquiring a corresponding intercepted data; sending the intercepted data to the safety device; selecting a safety proxy corresponding to the target virtual machine from a plurality of safety proxies contained in the safety device, thereby acquiring a target safety proxy; utilizing the target safety proxy to detect virus for the intercepted data, thereby confirming if the intercepted data is a safety data; and if yes, performing the subsequent data routing treatment on the intercepted data by the safety device. According to the method disclosed by the invention, the purpose of saving computer resources is achieved, the centralized management for the plurality of safety proxies corresponding to multiple virtual machines becomes convenient and the management cost of the safety proxies is reduced.

Description

A kind of secure virtual machine means of defence, system and safety equipment
Technical field
The present invention relates to security technology area, more particularly to a kind of secure virtual machine means of defence, system and safety equipment.
Background technology
Currently, the security protection problem under virtualized environment becomes a popular focus of IT circles.In virtualization skill The early stage of art, security solution there is no the protection mode for adapting to virtualized environment, people to continue to use traditional safety Prevention policies, i.e., the equal deployment secure Protection Product external member on every virtual machine, i.e., so-called " TSM Security Agent ", this safety is prevented Shield pattern is referred to as " having proxy mode (Agent-based) ".However, as cloud computing and Intel Virtualization Technology are applied on a large scale, This kind of pattern has shown various disadvantages, is mainly reflected in:It is required for being respectively mounted corresponding safety on each virtual machine Agency, storage resource, the memory source occupancy so to physics host is larger, and causes the management process phase of TSM Security Agent Work as complexity, the management cost of TSM Security Agent is higher.
In sum as can be seen that how to realize saving computer resource simultaneously during the security protection of virtual platform The management cost for reducing TSM Security Agent is the problem for needing further solution at present.
The content of the invention
In view of this, it is an object of the invention to provide a kind of secure virtual machine means of defence, system and safety equipment, energy The mesh of enough management costs for realizing saving computer resource and reducing TSM Security Agent during the security protection of virtual platform 's.Its concrete scheme is as follows:
A kind of secure virtual machine means of defence, including:
The data flow of target virtual machine is intercepted, corresponding data interception is obtained;
The data interception is sent to safety equipment;
Safe generation corresponding with the target virtual machine is filtered out in the multiple TSM Security Agent included from the safety equipment Reason, obtains targeted security agency;
Acted on behalf of using the targeted security, Viral diagnosis are carried out to the data interception, to determine that the data interception is It is no for secure data;
If the data interception is secure data, launch follow-up corresponding to the data interception by the safety equipment Data route processing.
Optionally, the process that the data flow to target virtual machine is intercepted, including:
Using the network driver on virtual platform, the data flow of the target virtual machine is intercepted, obtained The data interception.
Optionally, the network driver is the network driver comprising fire wall.
Optionally, the device type of the safety equipment is virtual machine.
Optionally, the secure virtual machine means of defence, also includes:
When the upgrade patch for TSM Security Agent is got, then using the upgrade patch, in the safety equipment All TSM Security Agent carry out upgrading processing.
The invention also discloses a kind of secure virtual machine guard system, including:
Data interception module, for intercepting to the data flow of target virtual machine, obtains corresponding data interception;
Data transmission blocks, for the data interception to be sent to safety equipment;
Screening module is acted on behalf of, for filtering out in multiple TSM Security Agent for including from the safety equipment and the target is empty The corresponding TSM Security Agent of plan machine, obtains targeted security agency;
Data detection module, for acting on behalf of using the targeted security, carries out Viral diagnosis, with true to the data interception Whether the fixed data interception is secure data;
Data routing module, for being secure data when the data interception, is then blocked by the safety equipment to described Cut data and launch follow-up corresponding data route processing.
Optionally, the data interception module, specifically for using the network driver on virtual platform, to described The data flow of target virtual machine is intercepted, and obtains the data interception.
Optionally, the secure virtual machine guard system, also includes:
Upgraded module is acted on behalf of, it is for when the upgrade patch for TSM Security Agent is got, then right using the upgrade patch All TSM Security Agent in the safety equipment carry out upgrading processing.
The present invention further discloses a kind of safety equipment, including multiple TSM Security Agent, also include:
Data acquisition module, for obtaining the data interception obtained after the data flow to target virtual machine is intercepted;
Screening module is acted on behalf of, for filtering out safety corresponding with the target virtual machine from the plurality of TSM Security Agent Agency, obtains targeted security agency;
Data detection module, for acting on behalf of using the targeted security, carries out Viral diagnosis, with true to the data interception Whether the fixed data interception is secure data;
Data routing module, for being secure data when the data interception, then launches follow-up phase to the data interception The data route processing answered.
Optionally, the device type of the safety equipment is virtual machine.
In the present invention, secure virtual machine means of defence, including:The data flow of target virtual machine is intercepted, phase is obtained The data interception answered;Data interception is sent to safety equipment;Filter out in the multiple TSM Security Agent included from safety equipment with The corresponding TSM Security Agent of target virtual machine, obtains targeted security agency;Acted on behalf of using targeted security, virus is carried out to data interception Detection, to determine data interception whether as secure data;If data interception is secure data, by safety equipment to intercepting number According to the follow-up corresponding data route processing of expansion.
It can be seen that, the present invention is placed on TSM Security Agent corresponding with virtual machine in safety equipment, when needing to destination virtual When machine launches security protection, the present invention first carries out data interception to target virtual machine, then data interception is sent to above-mentioned peace Full equipment, then filters out TSM Security Agent corresponding with target virtual machine in the multiple TSM Security Agent from safety equipment, so as to Safety analysis is carried out to data interception using this TSM Security Agent for screening, it is determined that data interception is the feelings of secure data Under condition, follow-up corresponding route processing will be launched to data interception by safety equipment, it can be seen that, the present invention is by by multiple stage The corresponding TSM Security Agent of virtual machine is both placed in safety equipment, when needing to carry out security protection to certain virtual machine, just may be used To carry out security protection operation using the corresponding TSM Security Agent preserved in safety equipment, so just without the need in every virtual machine Corresponding TSM Security Agent is respectively mounted, is occurred so as to avoid the computer resource to main frame from taking larger situation, that is, realizing The purpose of computer resource is saved, also, because the corresponding TSM Security Agent of multiple stage virtual machine is put together at safety by the present invention In equipment, multiple TSM Security Agent corresponding to multiple stage virtual machine can be so facilitated to manage concentratedly, that is, the present invention also drops The low management cost of TSM Security Agent.
Description of the drawings
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing The accompanying drawing to be used needed for having technology description is briefly described, it should be apparent that, drawings in the following description are only this Inventive embodiment, for those of ordinary skill in the art, on the premise of not paying creative work, can be with basis The accompanying drawing of offer obtains other accompanying drawings.
Fig. 1 is a kind of secure virtual machine means of defence flow chart disclosed in the embodiment of the present invention;
Fig. 2 is a kind of specific secure virtual machine means of defence flow chart disclosed in the embodiment of the present invention;
Fig. 3 is a kind of secure virtual machine guard system structural representation disclosed in the embodiment of the present invention.
Specific embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete Site preparation is described, it is clear that described embodiment is only a part of embodiment of the invention, rather than the embodiment of whole.It is based on Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of creative work is not made Embodiment, belongs to the scope of protection of the invention.
The embodiment of the invention discloses a kind of secure virtual machine means of defence, shown in Figure 1, the method includes:
Step S11:The data flow of target virtual machine is intercepted, corresponding data interception is obtained.
Wherein, above-mentioned target virtual machine is the arbitrary virtual machine on virtual platform.
Step S12:Data interception is sent to safety equipment.
Step S13:Safe generation corresponding with target virtual machine is filtered out in the multiple TSM Security Agent included from safety equipment Reason, obtains targeted security agency.
In the present embodiment, multiple TSM Security Agent are included in above-mentioned safety equipment, wherein, different TSM Security Agent are not corresponding to Same virtual machine.Data interception corresponding with target virtual machine is being sent to safety equipment, it will from safety equipment TSM Security Agent corresponding with target virtual machine is filtered out, subsequently just using the TSM Security Agent safety is carried out to above-mentioned data interception Property analysis.
Step S14:Acted on behalf of using targeted security, Viral diagnosis are carried out to data interception, to determine that whether data interception be Secure data.
Step S15:If data interception is secure data, by safety equipment follow-up corresponding number is launched to data interception According to route processing.
That is, in the case where data interception corresponding with target virtual machine is determined for secure data, will be using safety Data interception is routed to corresponding data receiver by equipment.It is understood that not being the feelings of secure data in data interception Under condition, will forbid carrying out data route processing to above-mentioned data interception.
It can be seen that, the embodiment of the present invention is placed on TSM Security Agent corresponding with virtual machine in safety equipment, when needing to mesh When mark virtual machine launches security protection, the embodiment of the present invention first carries out data interception to target virtual machine, then by data interception Send to above-mentioned safety equipment, then filter out peace corresponding with target virtual machine in the multiple TSM Security Agent from safety equipment Full Proxy, so as to the TSM Security Agent screened using this carries out safety analysis to data interception, it is determined that data interception is In the case of secure data, follow-up corresponding route processing will be launched to data interception by safety equipment, it can be seen that, this Bright embodiment by the way that the corresponding TSM Security Agent of multiple stage virtual machine is both placed in safety equipment, when needing that certain virtual machine is entered During row security protection, just security protection operation can be carried out using the corresponding TSM Security Agent preserved in safety equipment, so Just without the need for being respectively mounted corresponding TSM Security Agent in every virtual machine, so as to avoid the computer resource to main frame from taking larger feelings Condition occurs, that is, the purpose for saving computer resource is realized, also, because the embodiment of the present invention corresponds to multiple stage virtual machine TSM Security Agent be put together in safety equipment, can so facilitate multiple TSM Security Agent corresponding to multiple stage virtual machine to carry out Centralized management, that is, the embodiment of the present invention also reduces the management cost of TSM Security Agent.
It is shown in Figure 2, the embodiment of the invention also discloses a kind of specific secure virtual machine means of defence, including it is as follows Step:
Step S21:Using the network driver on virtual platform, the data flow of target virtual machine is intercepted, Obtain data interception.
Preferably, in the present embodiment, above-mentioned network driver is specifically as follows the network driver comprising fire wall. Further, the network driver in the present embodiment can specifically include that the fast path for carrying out fast-path processed drives Moving cell and the slow-path driver element for carrying out slow-path process.
Step S22:Data interception is sent to secure virtual machine.
That is, the device type of the safety equipment in a upper embodiment can be specifically virtual machine.It is pointed out that this In embodiment, obtain above-mentioned after multiple TSM Security Agent corresponding with multiple stage virtual machine by installing on common virtual machine Secure virtual machine.In addition, in the present embodiment, corresponding to the corresponding physics host of secure virtual machine and other common virtual machines Physics host can be with identical, it is also possible to differ.
Step S23:Safety corresponding with target virtual machine is filtered out in the multiple TSM Security Agent included from secure virtual machine Agency, obtains targeted security agency.
Step S24:Acted on behalf of using targeted security, Viral diagnosis are carried out to data interception, to determine that whether data interception be Secure data.
Step S25:If data interception is secure data, launch follow-up corresponding to data interception by secure virtual machine Data route processing.
It is understood that when data interception is not secure data, will forbid carrying out data route to above-mentioned data interception Process.
Further, the secure virtual machine means of defence in the embodiment of the present invention, can also include:Peace is directed to when getting The upgrade patch of Full Proxy, then using upgrade patch, to safety equipment in all TSM Security Agent carry out upgrading processing.
Accordingly, the embodiment of the invention also discloses a kind of secure virtual machine guard system, shown in Figure 3, the system Including:
Data interception module 11, for intercepting to the data flow of target virtual machine, obtains corresponding data interception;
Data transmission blocks 12, for data interception to be sent to safety equipment;
Screening module 13 is acted on behalf of, for filtering out and target virtual machine pair in multiple TSM Security Agent for including from safety equipment The TSM Security Agent answered, obtains targeted security agency;
Data detection module 14, for acting on behalf of using targeted security, to data interception Viral diagnosis is carried out, to determine interception Whether data are secure data;
Data routing module 15, for being secure data when data interception, is then launched by safety equipment to data interception Follow-up corresponding data route processing.
Wherein, above-mentioned data interception module, specifically can be used for using the network driver on virtual platform, to mesh The data flow of mark virtual machine is intercepted, and obtains data interception.
In the present embodiment, above-mentioned network driver is specifically as follows the network driver comprising fire wall.
In addition, the device type of above-mentioned safety equipment can be specifically virtual machine.
Further, the secure virtual machine guard system in the present embodiment, can also include:
Upgraded module is acted on behalf of, for when the upgrade patch for TSM Security Agent is got, then using upgrade patch, to safety All TSM Security Agent in equipment carry out upgrading processing.
It can be seen that, the embodiment of the present invention by the way that the corresponding TSM Security Agent of multiple stage virtual machine is both placed in safety equipment, when When needing to carry out security protection to certain virtual machine, just can be carried out using the corresponding TSM Security Agent preserved in safety equipment Security protection is operated, so just without the need for being respectively mounted corresponding TSM Security Agent in every virtual machine, so as to avoid the calculating to main frame The larger situation of machine resource occupation occurs, that is, the purpose for saving computer resource is realized, also, due to present invention enforcement Example is put together at multiple stage virtual machine corresponding TSM Security Agent in safety equipment, so can facilitate to multiple stage virtual machine correspondence Multiple TSM Security Agent managed concentratedly, that is, the embodiment of the present invention also reduces the management cost of TSM Security Agent.
Further, the embodiment of the invention also discloses a kind of safety equipment, including multiple TSM Security Agent, also include:
Data acquisition module, for obtaining the data interception obtained after the data flow to target virtual machine is intercepted;
Screening module is acted on behalf of, for filtering out TSM Security Agent corresponding with target virtual machine from multiple TSM Security Agent, is obtained To targeted security agency;
Data detection module, for acting on behalf of using targeted security, to data interception Viral diagnosis is carried out, to determine interception number According to whether being secure data;
Data routing module, for being secure data when data interception, then launches follow-up corresponding data to data interception Route processing.
Wherein, the device type of above-mentioned safety equipment is specifically as follows virtual machine.
The embodiment of the present invention is right when needing by the way that the corresponding TSM Security Agent of multiple stage virtual machine is both placed in safety equipment When certain virtual machine carries out security protection, just safety can be carried out using the corresponding TSM Security Agent preserved in safety equipment anti- Shield operation, so just without the need for being respectively mounted corresponding TSM Security Agent in every virtual machine, so as to avoid the computer resource to main frame Take larger situation to occur, that is, the purpose for saving computer resource is realized, also, because the embodiment of the present invention will be many The corresponding TSM Security Agent of platform virtual machine is put together in safety equipment, can so facilitate corresponding to multiple stage virtual machine multiple TSM Security Agent is managed concentratedly, that is, the embodiment of the present invention also reduces the management cost of TSM Security Agent.
Finally, in addition it is also necessary to explanation, herein, such as first and second or the like relational terms be used merely to by One entity or operation make a distinction with another entity or operation, and not necessarily require or imply these entities or operation Between there is any this actual relation or order.And, term " including ", "comprising" or its any other variant meaning Covering including for nonexcludability, so that a series of process, method, article or equipment including key elements not only includes that A little key elements, but also including other key elements being not expressly set out, or also include for this process, method, article or The intrinsic key element of equipment.In the absence of more restrictions, the key element for being limited by sentence "including a ...", does not arrange Except also there is other identical element in including the process of the key element, method, article or equipment.
Above detailed Jie is carried out to a kind of secure virtual machine means of defence provided by the present invention, system and safety equipment Continue, specific case used herein is set forth to the principle and embodiment of the present invention, the explanation of above example is only It is to be used to help understand the method for the present invention and its core concept;Simultaneously for one of ordinary skill in the art, according to this Bright thought, will change in specific embodiments and applications, and in sum, this specification content should not be managed Solve as limitation of the present invention.

Claims (10)

1. a kind of secure virtual machine means of defence, it is characterised in that include:
The data flow of target virtual machine is intercepted, corresponding data interception is obtained;
The data interception is sent to safety equipment;
TSM Security Agent corresponding with the target virtual machine is filtered out in the multiple TSM Security Agent included from the safety equipment, is obtained To targeted security agency;
Acted on behalf of using the targeted security, Viral diagnosis are carried out to the data interception, to determine that whether the data interception be Secure data;
If the data interception is secure data, by the safety equipment follow-up corresponding number is launched to the data interception According to route processing.
2. secure virtual machine means of defence according to claim 1, it is characterised in that the data to target virtual machine The process that stream is intercepted, including:
Using the network driver on virtual platform, the data flow of the target virtual machine is intercepted, obtain described Data interception.
3. secure virtual machine means of defence according to claim 2, it is characterised in that
The network driver is the network driver comprising fire wall.
4. secure virtual machine means of defence according to claim 1, it is characterised in that the device type of the safety equipment For virtual machine.
5. the secure virtual machine means of defence according to any one of Claims 1-4, it is characterised in that also include:
When the upgrade patch for TSM Security Agent is got, then using the upgrade patch, to the safety equipment in it is all TSM Security Agent carries out upgrading processing.
6. a kind of secure virtual machine guard system, it is characterised in that include:
Data interception module, for intercepting to the data flow of target virtual machine, obtains corresponding data interception;
Data transmission blocks, for the data interception to be sent to safety equipment;
Screening module is acted on behalf of, for filtering out and the target virtual machine in multiple TSM Security Agent for including from the safety equipment Corresponding TSM Security Agent, obtains targeted security agency;
Data detection module, for acting on behalf of using the targeted security, carries out Viral diagnosis, to determine to the data interception State whether data interception is secure data;
Data routing module, for being secure data when the data interception, then by the safety equipment to the interception number According to the follow-up corresponding data route processing of expansion.
7. secure virtual machine guard system according to claim 6, it is characterised in that
The data interception module, specifically for using the network driver on virtual platform, to the target virtual machine Data flow intercepted, obtain the data interception.
8. the secure virtual machine guard system according to claim 6 or 7, it is characterised in that also include:
Upgraded module is acted on behalf of, for when the upgrade patch for TSM Security Agent is got, then using the upgrade patch, to described All TSM Security Agent in safety equipment carry out upgrading processing.
9. a kind of safety equipment, it is characterised in that including multiple TSM Security Agent, also include:
Data acquisition module, for obtaining the data interception obtained after the data flow to target virtual machine is intercepted;
Screening module is acted on behalf of, for filtering out safe generation corresponding with the target virtual machine from the plurality of TSM Security Agent Reason, obtains targeted security agency;
Data detection module, for acting on behalf of using the targeted security, carries out Viral diagnosis, to determine to the data interception State whether data interception is secure data;
Data routing module, for being secure data when the data interception, then launches follow-up corresponding to the data interception Data route processing.
10. safety equipment according to claim 9, it is characterised in that the device type of the safety equipment is virtual machine.
CN201710108303.9A 2017-02-27 2017-02-27 Safety protection method for virtual machine, system and safety device Pending CN106685999A (en)

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Application Number Priority Date Filing Date Title
CN201710108303.9A CN106685999A (en) 2017-02-27 2017-02-27 Safety protection method for virtual machine, system and safety device

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Application Number Priority Date Filing Date Title
CN201710108303.9A CN106685999A (en) 2017-02-27 2017-02-27 Safety protection method for virtual machine, system and safety device

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CN106685999A true CN106685999A (en) 2017-05-17

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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109189558A (en) * 2018-09-04 2019-01-11 郑州云海信息技术有限公司 A kind of method and device for secure virtual machine protection
CN111459609A (en) * 2020-03-10 2020-07-28 奇安信科技集团股份有限公司 Virtual machine safety protection method and device and electronic equipment
CN112565203A (en) * 2020-11-19 2021-03-26 深信服科技股份有限公司 Centralized management platform

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Publication number Priority date Publication date Assignee Title
US20090254990A1 (en) * 2008-04-05 2009-10-08 Mcgee William Gerald System and method for intelligent coordination of host and guest intrusion prevention in virtualized environment
CN104753852A (en) * 2013-12-25 2015-07-01 中国移动通信集团公司 Virtualization platform and security protection method and device
CN106375281A (en) * 2016-08-25 2017-02-01 杭州数梦工场科技有限公司 Message control method and device

Patent Citations (4)

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Publication number Priority date Publication date Assignee Title
US20090254990A1 (en) * 2008-04-05 2009-10-08 Mcgee William Gerald System and method for intelligent coordination of host and guest intrusion prevention in virtualized environment
US8856914B2 (en) * 2008-04-05 2014-10-07 Trend Micro Incorporated System and method for intelligent coordination of host and guest intrusion prevention in virtualized environment
CN104753852A (en) * 2013-12-25 2015-07-01 中国移动通信集团公司 Virtualization platform and security protection method and device
CN106375281A (en) * 2016-08-25 2017-02-01 杭州数梦工场科技有限公司 Message control method and device

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109189558A (en) * 2018-09-04 2019-01-11 郑州云海信息技术有限公司 A kind of method and device for secure virtual machine protection
CN111459609A (en) * 2020-03-10 2020-07-28 奇安信科技集团股份有限公司 Virtual machine safety protection method and device and electronic equipment
CN111459609B (en) * 2020-03-10 2024-04-19 奇安信科技集团股份有限公司 Virtual machine safety protection method and device and electronic equipment
CN112565203A (en) * 2020-11-19 2021-03-26 深信服科技股份有限公司 Centralized management platform

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Application publication date: 20170517