CN105427507B - fire monitoring method and device - Google Patents

fire monitoring method and device Download PDF

Info

Publication number
CN105427507B
CN105427507B CN201510889016.7A CN201510889016A CN105427507B CN 105427507 B CN105427507 B CN 105427507B CN 201510889016 A CN201510889016 A CN 201510889016A CN 105427507 B CN105427507 B CN 105427507B
Authority
CN
China
Prior art keywords
temperature
fire
data
external environment
environment condition
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
CN201510889016.7A
Other languages
Chinese (zh)
Other versions
CN105427507A (en
Inventor
曾元清
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.)
Guangdong Oppo Mobile Telecommunications Corp Ltd
Original Assignee
Guangdong Oppo Mobile Telecommunications Corp 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 Guangdong Oppo Mobile Telecommunications Corp Ltd filed Critical Guangdong Oppo Mobile Telecommunications Corp Ltd
Priority to CN201510889016.7A priority Critical patent/CN105427507B/en
Publication of CN105427507A publication Critical patent/CN105427507A/en
Application granted granted Critical
Publication of CN105427507B publication Critical patent/CN105427507B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B17/00Fire alarms; Alarms responsive to explosion
    • G08B17/06Electric actuation of the alarm, e.g. using a thermally-operated switch
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B17/00Fire alarms; Alarms responsive to explosion
    • G08B17/12Actuation by presence of radiation or particles, e.g. of infrared radiation or of ions
    • G08B17/125Actuation by presence of radiation or particles, e.g. of infrared radiation or of ions by using a video camera to detect fire or smoke

Landscapes

  • Business, Economics & Management (AREA)
  • Emergency Management (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Fire-Detection Mechanisms (AREA)
  • Alarm Systems (AREA)
  • Fire Alarms (AREA)

Abstract

The invention discloses a kind of fire monitoring method and device.It the described method comprises the following steps:A, temperature data is received, wherein, the temperature data is the data of the temperature of the external environment condition of user equipment;B, whether the temperature value for judging the external environment condition according to the temperature data is greater than or equal to predetermined threshold, and generates judging result;C, in the case where the judging result is greater than or equal to the predetermined threshold for the temperature value, the view data of the external environment condition is obtained;D, described image data are analyzed, and generates analysis result, wherein, the analysis result includes the information whether external environment condition occurs fire.Relative to the prior art, the present invention can be flexibly applied to need the scene for carrying out fire monitoring, and have wide range of applications.

Description

Fire monitoring method and device
Technical field
The invention belongs to fire monitoring field, more particularly to a kind of fire monitoring method and device.
Background technology
The technical solution of existing fire monitoring is generally:
Temperature/smoke detection system is installed in flammable point, alarm is sent when temperature reaches preset value or monitors smog The sound.
In practice, at least there are following technical problem for inventor's discovery prior art:
First, not every scene is equipped with temperature/smoke detection system, therefore, is fitted without for some traditional The scene of temperature/smoke detection system, can not realize the monitoring to fire.
2nd, when being mounted with the scene no one of traditional temperature/smoke detection system, even if the temperature/smoke monitoring system The scene of system sounds the alarm sound, and also no one knows that fire occurs for the scene.
3rd, the people outside the scene there occurs fire can not know the fire spread situation of the scene in time.
The content of the invention
It is an object of the invention to provide a kind of fire monitoring method and device, it can be flexibly applied to need to carry out fire The scene of calamity monitoring, and have wide range of applications.
In order to solve the above technical problems, technical scheme is as follows:
A kind of fire monitoring method, the described method comprises the following steps:A, temperature data is received, wherein, the temperature number According to the data of the temperature of the external environment condition for user equipment;B, the temperature value of the external environment condition is judged according to the temperature data Whether it is greater than or equal to predetermined threshold, and generates judging result;C, it is greater than or equal in the judging result for the temperature value In the case of the predetermined threshold, the view data of the external environment condition is obtained;D, described image data are analyzed, and it is raw Into analysis as a result, wherein, the analysis result includes the information whether external environment condition occurs fire.
In above-mentioned fire monitoring method, after the step D, the method is further comprising the steps of:E, institute In the case of analysis result is stated as external environment condition generation fire, warning information is sent.
In above-mentioned fire monitoring method, the step E includes:E1, in the analysis result be the external environment condition In the case of generation fire, image corresponding with described image data is obtained;E2, by described image and default fire alarm message Send to preset number.
In above-mentioned fire monitoring method, the step D includes:D1, carry out color analysis to described image data, with Extract the fisrt feature of described image data;D2, the second feature that will be prestored in the fisrt feature and first database Matched, and generate matching result, wherein, the second feature is the feature of the fire model pre-established, the matching As a result it is corresponding with the analysis result.
In above-mentioned fire monitoring method, the step B is:By the temperature data with being deposited in advance in the second database The reference data of storage is compared, and to judge whether the temperature value is greater than or equal to the predetermined threshold, and is sentenced described in generation Disconnected result.
A kind of fire monitoring device, described device include:Temperature data receiving module, for receiving temperature data, wherein, The temperature data is the data of the temperature of the external environment condition of user equipment;Judgment module, for being sentenced according to the temperature data Whether the temperature value for the external environment condition of breaking is greater than or equal to predetermined threshold, and generates judging result;Image data acquisition module, In the case of being greater than or equal to the predetermined threshold in the judging result for the temperature value, the external environment condition is obtained View data;Analysis module, for analyzing described image data, and generates analysis result, wherein, the analysis knot Fruit includes the information whether external environment condition occurs fire.
In above-mentioned fire monitoring device, described device further includes:Warning information sending module, in the analysis As a result in the case of fire occurring for the external environment condition, warning information is sent.
In above-mentioned fire monitoring device, it is described outer that the warning information sending module, which is used in the analysis result, In the case that fire occurs for portion's environment, image corresponding with described image data is obtained, and for by described image and in advance If fire alarm message send to preset number.
In above-mentioned fire monitoring device, the analysis module is used to carry out color analysis to described image data, with Extract the fisrt feature of described image data, and second for will be prestored in the fisrt feature and first database Feature is matched, and generates matching result;Wherein, the second feature is the feature of the fire model pre-established, described Matching result is corresponding with the analysis result.
In above-mentioned fire monitoring device, the judgment module is used for will be pre- in the temperature data and the second database The reference data first stored is compared, and to judge whether the temperature value is greater than or equal to the predetermined threshold, and generates institute State judging result.
Relative to the prior art, the present invention can be flexibly applied to need the scene for carrying out fire monitoring, and apply model Enclose extensively.
Brief description of the drawings
Fig. 1 is the block diagram of the fire monitoring device of the present invention;
Fig. 2 is the flow chart of the fire monitoring method of the present invention;
Fig. 3 is flow chart the step of warning information is sent in Fig. 2;
Fig. 4 is flow chart the step of analysis in Fig. 2 view data.
Embodiment
Schema is refer to, wherein identical element numbers represent identical component, the principle of the present invention is to implement one Illustrated in appropriate computing environment.The following description is based on the illustrated specific embodiment of the invention, it should not be by It is considered as the limitation present invention other specific embodiments not detailed herein.
In the following description, specific embodiment of the invention will be referred to as the operation performed by one or multi-section computer The step of and symbol illustrate, unless otherwise stating clearly.Therefore, it will appreciate that these steps and operation, be carried for several times wherein having To be performed by computer, include by representing with the computer disposal list of the electronic signal of the data in a structuring pattern Member is manipulated.At this manipulation transforms data or the position being maintained in the memory system of the computer, it can match somebody with somebody again Put or in addition change the running of the computer in a manner familiar to those skilled in the art.The data knot that the data are maintained Structure is the provider location of the memory, it has the particular characteristics as defined in the data format.But the principle of the invention is with above-mentioned Word illustrates, it is not represented as a kind of limitation, those skilled in the art will appreciate that plurality of step as described below and Operation also may be implemented among hardware.
The fire monitoring apparatus and method of the present invention may be implemented in user equipment, and the user equipment may be, for example, intelligence The electronic equipments such as mobile phone, walkman, digital camera, tablet computer, intelligent sound box, smart television.
When the user equipment prevents in (for example, in house) indoors, the fire monitoring apparatus and method can perform fire Calamity monitoring function.
With reference to figure 1, Fig. 1 is the block diagram of the fire monitoring device of the present invention.
The fire monitoring device of the present invention includes temperature data receiving module 101, judgment module 102, image data acquisition Module 103, analysis module 104.
The temperature data receiving module 101 is used to receive temperature data, wherein, the temperature data is user equipment The data of the temperature of external environment condition.Specifically, the temperature data receiving module 101 is used to pass from the temperature of the user equipment Sensor receives the temperature data that the temperature sensor is sensed.
The judgment module 102 be used for according to the temperature data judge the temperature value of the external environment condition whether be more than or Equal to predetermined threshold, and generate judging result.For example, the predetermined threshold is 40,44,49,52 etc..
Described image data acquisition module 103 be used for the judging result for the temperature value be greater than or equal to it is described pre- In the case of determining threshold value, the view data of the external environment condition is obtained.Specifically, described image data acquisition module 103 is used for Described image data are obtained by the camera of the user equipment.
The analysis module 104 is used to analyze described image data, and generates analysis result, wherein, described point Analysis result includes the information whether external environment condition occurs fire.For example, the analysis result is sent out including the external environment condition Fire is given birth to, or fire does not occur for the external environment condition.
As an improvement fire monitoring device of the invention further includes warning information sending module 105.
It is that there is a situation where fire for the external environment condition that the warning information sending module 105, which is used in the analysis result, Under, send warning information.Specifically, the warning information sending module 105 is used to send by the information of the user equipment Module sends the warning information.
In the fire monitoring device of the present invention, the warning information sending module 105 for being in the analysis result In the case that fire occurs for the external environment condition, image corresponding with described image data is obtained, and for by described image And default fire alarm message is sent to preset number.Specifically, the warning information sending module 105 is used in the outside In the case that fire occurs for environment, corresponding with described image data described image is obtained from the analysis module 104, and by institute State image and the fire alarm message is sent to the preset number by the described information sending module of the user equipment.
In the fire monitoring device of the present invention, the analysis module 104 is used to carry out color point to described image data Analysis, to extract the fisrt feature of described image data, and for by the fisrt feature with being prestored in first database Second feature matched, and generate matching result.
Wherein, the second feature is the feature of the fire model pre-established, and the matching result is tied with the analysis Fruit corresponds to.
In the fire monitoring device of the present invention, the judgment module 102 is used for the temperature data and the second data The reference data prestored in storehouse is compared, to judge whether the temperature value is greater than or equal to the predetermined threshold, and Generate the judging result.
With reference to figure 2, Fig. 2 is the flow chart of the fire monitoring method of the present invention.
The fire monitoring method of the present invention comprises the following steps:
A (steps 201), the temperature data receiving module 101 receive temperature data, wherein, the temperature data is use The data of the temperature of the external environment condition of family equipment.Specifically, temperature of the temperature data receiving module 101 from the user equipment Degree sensor receives the temperature data that the temperature sensor is sensed.
B (steps 202), the judgment module 102 judge that the temperature value of the external environment condition is according to the temperature data It is no to be greater than or equal to predetermined threshold, and generate judging result.For example, the predetermined threshold is 40,44,49,52 etc..
C (steps 203), described image data acquisition module 103 are more than or wait for the temperature value in the judging result In the case of the predetermined threshold, the view data of the external environment condition is obtained.Specifically, described image data acquisition module 103 obtain described image data by the camera of the user equipment.
D (steps 204), the analysis module 104 analyze described image data, and generate analysis result, wherein, The analysis result includes the information whether external environment condition occurs fire.For example, the analysis result includes the outside There occurs fire, or the external environment condition that fire does not occur for environment.
As an improvement fire monitoring method of the invention is further comprising the steps of:
In the analysis result for the external environment condition fire occurs for E (steps 205), the warning information sending module 105 In the case of calamity, warning information is sent.Specifically, the information that the warning information sending module 105 passes through the user equipment Sending module sends the warning information.
With reference to figure 3, Fig. 3 is flow chart the step of warning information is sent in Fig. 2.
In the fire monitoring method of the present invention, the step E includes:
In the analysis result for the external environment condition fire occurs for e1 (steps 301), the warning information sending module 105 In the case of calamity, image corresponding with described image data is obtained.
E2 (steps 302), the warning information sending module 105 by described image and default fire alarm message send to Preset number.
Specifically, the warning information sending module 105 is in the case where fire occurs for the external environment condition, from described point Analyse module 104 and obtain described image corresponding with described image data, and described image and the fire alarm message are passed through into institute The described information sending module for stating user equipment is sent to the preset number.
With reference to figure 4, Fig. 4 is flow chart the step of analysis in Fig. 2 view data.
In the fire monitoring method of the present invention, the step D includes:
D1 (steps 401), the analysis module 104 carry out color analysis to described image data, to extract described image The fisrt feature of data.
D2 (steps 402), the analysis module 104 will prestore in the fisrt feature and first database second Feature is matched, and generates matching result, wherein, the second feature is the feature of the fire model pre-established, described Matching result is corresponding with the analysis result.
In the fire monitoring method of the present invention, the step B is:
The judgment module 102 is compared the temperature data with the reference data prestored in the second database Compared with to judge whether the temperature value is greater than or equal to the predetermined threshold, and generating the judging result.
Embodiment
The temperature data receiving module 101 receives the temperature from the temperature sensor of the user equipment in real time and passes The temperature data that sensor is sensed.
The judgment module 102 is compared the temperature data with the reference data prestored in the second database Compared with to judge whether the temperature value is greater than or equal to the predetermined threshold, and generating the judging result.
In the case that temperature value described in described image data acquisition module 103 is greater than or equal to the predetermined threshold, pass through The camera of the user equipment obtains described image data.
The analysis module 104 carries out color analysis to described image data, special to extract the first of described image data Sign.The analysis module 104 is matched the fisrt feature with the second feature prestored in first database, and raw Into matching result.
The warning information sending module 105 is in the case where fire occurs for the external environment condition, from the analysis module 104 obtain described image corresponding with described image data, and described image and the fire alarm message are passed through the user The described information sending module of equipment is sent to the preset number.
Through the above technical solutions, the present invention can be flexibly applied to need the scene for carrying out fire monitoring, and apply It is in extensive range, that is to say, that the place of traditional fire hazard monitoring system is fitted without for some, passes through the technology of the present invention Scheme, can carry out fire monitoring whenever and wherever possible.In addition, there occurs during no one, can be notified in time in the scene of fire Related personnel, for example, police, homeowner etc., and allow them knowing the fire in the scene that fire occurs at the first time Calamity spreads situation.
There is provided herein the various operations of embodiment.In one embodiment, one or more operations can be with structure The computer-readable instruction stored on into one or more computer-readable mediums, it will make to succeed in one's scheme when being performed by electronic equipment Calculate equipment and perform the operation.Describing the orders of some or all of operations, to should not be construed as to imply that these operations necessarily suitable Sequence is relevant.It will be appreciated by those skilled in the art that the alternative sequence of the benefit with this specification.Furthermore, it is to be understood that Not all operation must exist in each embodiment provided in this article.
Moreover, word " preferable " used herein means serving as example, example or illustration.Feng Wen is described as " preferably " any aspect or design be not necessarily to be construed as than other aspect or design it is more favourable.On the contrary, the use purport of word " preferable " Concept is being proposed in a concrete fashion.Term "or" as used in this application is intended to mean the "or" included and non-excluded "or".I.e., unless otherwise or clear from the context, " X means that nature includes any one of arrangement using A or B ". That is, if X uses A;X uses B;Or X uses A and B both, then " X is met using A or B " in foregoing any example.
Moreover, although having shown and described the disclosure relative to one or more implementations, but this area skill Art personnel are based on the reading to the specification and drawings and understand it will be appreciated that equivalent variations and modification.The disclosure include it is all this The modifications and variations of sample, and be limited only by the scope of the following claims.In particular, to by said modules (such as element, Resource etc.) various functions that perform, the term for describing such component is intended to correspond to the specified work(for performing the component The random component (unless otherwise instructed) of energy (such as it is functionally of equal value), it is illustrated herein with execution in structure The disclosure exemplary implementations in function open structure it is not equivalent.In addition, although the special characteristic of the disclosure Through being disclosed relative to the only one in some implementations, but this feature can with such as can be to given or application-specific For be it is expected and other one or more combinations of features of other favourable implementations.Moreover, with regard to term " comprising ", " tool Have ", " containing " or its deformation be used in embodiment or claim for, such term be intended to with term The similar mode of "comprising" includes.
Each functional unit in the embodiment of the present invention can be integrated in a processing module or unit list Solely be physically present, can also two or more units be integrated in a module.Above-mentioned integrated module can both use The form of hardware is realized, can also be realized in the form of software function module.If the integrated module is with software function The form of module is realized and is used as independent production marketing or is situated between in use, a computer-readable storage can also be stored in In matter.Storage medium mentioned above can be read-only storage, disk or CD etc..Above-mentioned each device or system, can be with Perform the method in correlation method embodiment.
In conclusion although the embodiment of the present invention is disclosed above, above-described embodiment is simultaneously not used to the limitation present invention, ability The those of ordinary skill in domain, without departing from the spirit and scope of the present invention, can make it is various change and retouch, therefore the present invention Protection domain be subject to the scope that claim defines.

Claims (4)

  1. A kind of 1. fire monitoring method, it is characterised in that the described method comprises the following steps:
    A, temperature data is received, wherein, the user equipment that the temperature data obtains for the temperature sensor of user equipment External environment condition temperature data;
    B, judge whether the temperature value of the external environment condition is greater than or equal to predetermined threshold according to the temperature data, and generate and sentence Disconnected result;
    C, in the case where the judging result is greater than or equal to the predetermined threshold for the temperature value, set by the user Standby camera obtains the view data of the external environment condition;
    D, color analysis is carried out to described image data, to extract the fisrt feature of described image data;By the fisrt feature Matched with the second feature prestored in first database, and generate matching result, wherein, the second feature is pre- The feature for the fire model first established, the matching result is corresponding with analysis result, wherein, the analysis result includes described outer Whether portion's environment occurs the information of fire, and, in the case where the external environment condition is fire, by default fire information and institute The image for stating user equipment acquisition is sent to pre-set user number by the information sending module of the user equipment.
  2. 2. fire monitoring method according to claim 1, it is characterised in that the step B is:
    By the temperature data compared with the reference data prestored in the second database, to judge that the temperature value is It is no to be greater than or equal to the predetermined threshold, and generate the judging result.
  3. 3. a kind of fire monitoring device, it is characterised in that described device includes:
    Temperature data receiving module, for receiving temperature data, wherein, the temperature data is the temperature sensor of user equipment The data of the temperature of the external environment condition of the user equipment obtained;
    Whether judgment module, the temperature value for judging the external environment condition according to the temperature data are greater than or equal to predetermined threshold Value, and generate judging result;
    Image data acquisition module, for being greater than or equal to the feelings of the predetermined threshold for the temperature value in the judging result Under condition, the view data of the external environment condition is obtained by the camera of the user equipment;
    Analysis module, for analyzing described image data, and generates analysis result, including:To described image data into Row color analysis, to extract the fisrt feature of described image data;By the fisrt feature with being prestored in first database Second feature matched, and generate matching result, wherein, the second feature is the spy of the fire model pre-established Sign, the matching result are corresponding with analysis result;Wherein, whether the analysis result occurs fire including the external environment condition Information;
    Information sending module, in the case of being fire in the external environment condition, default fire information and the user are set The standby image obtained is sent to pre-set user number by the described information sending module of the user equipment.
  4. 4. fire monitoring device according to claim 3, it is characterised in that the judgment module is used for the temperature number Compared with according to the reference data with being prestored in the second database, to judge it is described whether the temperature value is greater than or equal to Predetermined threshold, and generate the judging result.
CN201510889016.7A 2015-12-04 2015-12-04 fire monitoring method and device Active CN105427507B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510889016.7A CN105427507B (en) 2015-12-04 2015-12-04 fire monitoring method and device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510889016.7A CN105427507B (en) 2015-12-04 2015-12-04 fire monitoring method and device

Publications (2)

Publication Number Publication Date
CN105427507A CN105427507A (en) 2016-03-23
CN105427507B true CN105427507B (en) 2018-04-20

Family

ID=55505684

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510889016.7A Active CN105427507B (en) 2015-12-04 2015-12-04 fire monitoring method and device

Country Status (1)

Country Link
CN (1) CN105427507B (en)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106023509A (en) * 2016-07-25 2016-10-12 上海腾盛智能安全科技股份有限公司 Monitoring system used in fire mode
CN106530569A (en) * 2016-10-17 2017-03-22 北京小米移动软件有限公司 Method and device for fire monitoring
CN106408854A (en) * 2016-11-02 2017-02-15 北京弘恒科技有限公司 Garden invasion monitoring and early-warning system
CN109920191B (en) * 2019-01-16 2023-02-03 深圳壹账通智能科技有限公司 Fire alarm method, fire alarm device, computer equipment and storage medium
CN112907874A (en) * 2021-01-14 2021-06-04 江西省港航建设投资集团有限公司 Fire-fighting monitoring equipment and fire-fighting monitoring system for tubular turbine unit

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH03182185A (en) * 1989-12-11 1991-08-08 Fujitsu Ltd Infrared monitoring system
CN201562335U (en) * 2009-07-04 2010-08-25 顾海勇 Temperature measurement type electric fire monitoring system
KR101172314B1 (en) * 2010-10-12 2012-08-14 최승욱 System and method for monitoring fire
CN102915546A (en) * 2012-09-14 2013-02-06 成都国科海博计算机系统有限公司 Flame detection method, flame detection device and fire detector
CN104464163A (en) * 2014-12-02 2015-03-25 苏州立瓷电子技术有限公司 Building fire protection linkage method

Also Published As

Publication number Publication date
CN105427507A (en) 2016-03-23

Similar Documents

Publication Publication Date Title
CN105427507B (en) fire monitoring method and device
Hegarty et al. Digital Evidence Challenges in the Internet of Things.
WO2018107631A1 (en) Automatic establishing method and apparatus for intrusion detection model based on industrial control network
Yu et al. Smart home security analysis system based on the internet of things
CN110602041A (en) White list-based Internet of things equipment identification method and device and network architecture
CN104966053A (en) Face recognition method and recognition system
CN111274583A (en) Big data computer network safety protection device and control method thereof
CN101399710B (en) Detection method and system for protocol format exception
CN107770244B (en) Data transmission control method and related product
WO2005101720A3 (en) Method and system for distinguishing network threats from false positives
Babun et al. A system-level behavioral detection framework for compromised CPS devices: Smart-grid case
CN109862003A (en) Local generation method, device, system and the storage medium for threatening information bank
CN103338362B (en) A kind of event-handling method based on video monitoring system and system
US9622048B2 (en) SNS based incident management
CN112738040A (en) Network security threat detection method, system and device based on DNS log
US8712100B2 (en) Profiling activity through video surveillance
CN105721514A (en) User device, cloud server and shared link identification method thereof
CN108564751A (en) The monitoring method of cable tunnel anti-intrusion, apparatus and system
KR101630850B1 (en) Real-time autonomic urgency blocking device for gas equipment using comprehensive analysis method
CN108109071A (en) The monitoring method and electronic equipment dynamically associated based on personnel's social relationships
US20150150132A1 (en) Intrusion detection system false positive detection apparatus and method
CN107846351A (en) A kind of chat messages sensitive information encryption method and device
CN104717188A (en) Asset object security protection system and method in industrial control firewall
CN116389148A (en) Network security situation prediction system based on artificial intelligence
KR20200051396A (en) Apparatus and method for detecting abnormal status

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
CP01 Change in the name or title of a patent holder

Address after: Changan town in Guangdong province Dongguan 523860 usha Beach Road No. 18

Patentee after: OPPO Guangdong Mobile Communications Co., Ltd.

Address before: Changan town in Guangdong province Dongguan 523860 usha Beach Road No. 18

Patentee before: Guangdong Opel Mobile Communications Co., Ltd.

CP01 Change in the name or title of a patent holder