CN111404906A - Communication safety monitoring system based on artificial intelligence - Google Patents
Communication safety monitoring system based on artificial intelligence Download PDFInfo
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- CN111404906A CN111404906A CN202010161749.XA CN202010161749A CN111404906A CN 111404906 A CN111404906 A CN 111404906A CN 202010161749 A CN202010161749 A CN 202010161749A CN 111404906 A CN111404906 A CN 111404906A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
- H04L63/1408—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic by monitoring network traffic
- H04L63/1425—Traffic logging, e.g. anomaly detection
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/02—Capturing of monitoring data
- H04L43/028—Capturing of monitoring data by filtering
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
- H04L43/0876—Network utilisation, e.g. volume of load or congestion level
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
- H04L43/0876—Network utilisation, e.g. volume of load or congestion level
- H04L43/0894—Packet rate
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
- H04L63/1433—Vulnerability analysis
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
- H04L63/1441—Countermeasures against malicious traffic
- H04L63/145—Countermeasures against malicious traffic the attack involving the propagation of malware through the network, e.g. viruses, trojans or worms
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- Computer Security & Cryptography (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Computer Hardware Design (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Environmental & Geological Engineering (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Virology (AREA)
- Data Exchanges In Wide-Area Networks (AREA)
Abstract
The invention discloses a communication safety monitoring system based on artificial intelligence, which comprises a cloud server, a big data analysis platform, an artificial intelligence monitoring module, a communication network monitoring module and a communication abnormity early warning module, wherein the cloud server is electrically connected with the big data analysis platform, the big data analysis platform is electrically connected with the artificial intelligence monitoring module, the artificial intelligence monitoring module is electrically connected with the communication network monitoring module, and the communication abnormity early warning module is electrically connected with the cloud server. The communication safety monitoring system based on artificial intelligence not only can reduce network risk, reduce network interruption, guarantee communication network safety in all directions and realize safe information transmission, but also can lead the communication network to evolve from a current humanity mode to an autonomous mode by introducing the artificial intelligence, a big data analysis platform and a cloud server, thereby greatly reducing the cost required by the safe operation of the communication network.
Description
Technical Field
The invention relates to the technical field of communication network safety monitoring, in particular to a communication safety monitoring system based on artificial intelligence.
Background
Computer communication is a new technology integrating computer technology, modern communication technology, network technology, information technology and other technologies. The computer communication network is a new communication mode formed by combining computer technology and communication technology, mainly meets the requirement of data transmission, connects a plurality of computer terminals and accessory hardware equipment (routers and switches) with independent functions and different geographic positions by communication links, and is provided with corresponding network software to realize a communication system formed by sharing resources in the communication process.
However, in the computer network communication process, since modern computer communication must be tightly combined with the computer network, and communication technology is used in an open network environment, communication security will have many uncertainties due to the complexity of the outside world. Meanwhile, various network attacks may cause information and communication resources to be affected, so that network signals are interrupted, even some malicious attacks occur, once a computer communication network system is broken, the communication information is transparent, no confidentiality can be said, and further inestimable loss is caused. Therefore, effective measures must be taken to ensure the computer communication network system, and only if the computer communication network system is ensured to be safe, people can better perform network communication and more effectively perform safe transmission of information.
Artificial intelligence is the subject of research on making computer to simulate some human thinking process and intelligent behavior (such as learning, reasoning, thinking, planning, etc.), and mainly includes the principle of computer to implement intelligence and the manufacture of computer similar to human brain intelligence to make computer implement higher-level application. It attempts to understand the essence of intelligence and produces a new intelligent machine that can react in a manner similar to human intelligence, and robots, natural language recognition processing, expert systems, image recognition, and other technologies all belong to the category of artificial intelligence. With the development of innovative technologies such as big data and machine learning, the artificial intelligence technology is more and more mature, is widely applied to multiple fields of social life, greatly promotes social progress, and brings challenges in the field of communication safety.
Based on the communication safety monitoring system, the invention provides a communication safety monitoring system based on artificial intelligence.
Disclosure of Invention
The invention aims to solve the defects in the prior art and provides a communication safety monitoring system based on artificial intelligence.
The utility model provides a communication safety monitored control system based on artificial intelligence, includes cloud ware, big data analysis platform, artificial intelligence monitoring module, communication network monitoring module, the unusual early warning module of communication, wherein, cloud ware and big data analysis platform electric connection, big data analysis platform and artificial intelligence monitoring module electric connection, artificial intelligence monitoring module and communication network monitoring module electric connection, the unusual early warning module of communication and cloud ware electric connection.
Furthermore, the communication network monitoring module comprises a network flow monitoring module, a Trojan horse virus monitoring module and a vulnerability data monitoring module.
Furthermore, the system also comprises a communication network data capturing module which is electrically connected with the artificial intelligence monitoring module.
Furthermore, the network data capturing module comprises a data filtering unit, a data capturing and packaging unit and a data analyzing unit, the data filtering unit, the data capturing and packaging unit and the data analyzing unit are sequentially connected, the data filtering unit is used for screening and filtering data, the data capturing and packaging unit is used for capturing the filtered data and analyzing the data by the data analyzing unit, and the analyzed data is sent to the artificial intelligent monitoring module.
Furthermore, the network flow monitoring module comprises a flow monitoring unit and a network speed monitoring unit, the flow monitoring unit is used for monitoring the size of the network flow of each node, the network speed monitoring unit is used for monitoring the network speed condition of each node, and the flow monitoring unit and the network speed monitoring unit send the acquired information to the artificial intelligence monitoring module.
Furthermore, the artificial intelligence monitoring module is used for receiving and primarily processing information sent by the network flow monitoring module, the Trojan horse virus monitoring module and the vulnerability data monitoring module.
Further, artificial intelligence monitoring module includes treater and display, the treater with display electric connection, the treater is used for handling artificial intelligence monitoring module received information, the display is used for showing treater preliminary treatment's information to send the result that preliminary treatment obtained to big data analysis platform.
Further, the big data analysis platform is used for analyzing the result of the artificial intelligence monitoring module after the preliminary processing so as to determine whether abnormal data information exists or not and sending the analysis result to the cloud server.
Further, the cloud server is used for carrying out communication network safety judgment on the analysis result sent by the big data analysis platform according to a preset communication abnormity model, and when the communication network is judged to be abnormal, an alarm is given to the communication abnormity early warning module.
Compared with the prior art, the invention has the following beneficial effects:
(1) the communication safety monitoring system based on artificial intelligence can reduce network risks, reduce network interruption, guarantee the safety of a communication network in an all-round way and realize the safety transmission of information;
(2) according to the communication safety monitoring system based on the artificial intelligence, the big data analysis platform and the cloud server are introduced, so that the operation and maintenance efficiency can be improved, the operation and maintenance manpower is reduced, and the cost required by the safe operation of a communication network is greatly reduced.
Drawings
Fig. 1 is a diagram of a communication security monitoring system based on artificial intelligence.
Detailed Description
The present invention will be further illustrated with reference to the following specific examples.
The invention provides an artificial intelligence based communication safety monitoring system which comprises a cloud server, a big data analysis platform, an artificial intelligence monitoring module, a communication network monitoring module and a communication abnormity early warning module, wherein the cloud server is electrically connected with the big data analysis platform, the big data analysis platform is electrically connected with the artificial intelligence monitoring module, the artificial intelligence monitoring module is electrically connected with the communication network monitoring module, and the communication abnormity early warning module is electrically connected with the cloud server.
The communication network monitoring module comprises a network flow monitoring module, a Trojan horse virus monitoring module and a vulnerability data monitoring module.
The system further comprises a communication network data capturing module, and the communication network data capturing module is electrically connected with the artificial intelligence monitoring module.
The network data capturing module comprises a data filtering unit, a data capturing and packaging unit and a data analyzing unit, the data filtering unit, the data capturing and packaging unit and the data analyzing unit are sequentially connected, the data filtering unit is used for filtering data, the data capturing and packaging unit is used for capturing the filtered data and analyzing the data by the data analyzing unit, and the analyzed data is sent to the artificial intelligent monitoring module.
The network flow monitoring module comprises a flow monitoring unit and a network speed monitoring unit, the flow monitoring unit is used for monitoring the size of the network flow of each node, the network speed monitoring unit is used for monitoring the network speed condition of each node, and the flow monitoring unit and the network speed monitoring unit send acquired information to the artificial intelligence monitoring module.
The artificial intelligence monitoring module is used for receiving and primarily processing information sent by the network flow monitoring module, the Trojan horse virus monitoring module and the vulnerability data monitoring module.
The artificial intelligence monitoring module includes treater and display, the treater with display electric connection, the treater is used for handling artificial intelligence monitoring module received information, the display is used for showing treater preliminary treatment's information to send the result that preliminary treatment obtained to big data analysis platform.
And the big data analysis platform is used for analyzing the result after the initial processing from the artificial intelligence monitoring module so as to determine whether abnormal data information exists or not and sending the analysis result to the cloud server.
And the cloud server is used for carrying out communication network safety judgment on the analysis result sent by the big data analysis platform according to a preset communication abnormity model, and giving an alarm to the communication abnormity early warning module when the communication network is judged to be abnormal.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be considered to be within the technical scope of the present invention, and the technical solutions and the inventive concepts thereof according to the present invention should be equivalent or changed within the scope of the present invention.
Claims (9)
1. The utility model provides a communication safety monitoring system based on artificial intelligence, its characterized in that, includes cloud ware, big data analysis platform, artificial intelligence monitoring module, communication network monitoring module, the unusual early warning module of communication, wherein, cloud ware and big data analysis platform electric connection, big data analysis platform and artificial intelligence monitoring module electric connection, artificial intelligence monitoring module and communication network monitoring module electric connection, the unusual early warning module of communication and cloud ware electric connection.
2. The artificial intelligence based communication security monitoring system according to claim 1, wherein the communication network monitoring module comprises a network traffic monitoring module, a Trojan horse virus monitoring module, and a vulnerability data monitoring module.
3. The artificial intelligence based communication security monitoring system of claim 1, further comprising a communication network data capture module, wherein the communication network data capture module is electrically connected to the artificial intelligence monitoring module.
4. The communication safety monitoring system based on artificial intelligence of claim 3, characterized in that the network data capturing module comprises a data filtering unit, a data packet capturing unit and a data analyzing unit, the data filtering unit, the data packet capturing unit and the data analyzing unit are connected in sequence, the data filtering unit realizes the filtering and screening of data, the data packet capturing unit realizes the capturing of filtered data and the data analyzing by the data analyzing unit, and the analyzed data is sent to the artificial intelligence monitoring module.
5. The communication safety monitoring system based on artificial intelligence of claim 2, wherein the network traffic monitoring module comprises a traffic monitoring unit and a network speed monitoring unit, the traffic monitoring unit is used for monitoring the size of the network traffic of each node, the network speed monitoring unit is used for monitoring the network speed condition of each node, and the traffic monitoring unit and the network speed monitoring unit send the acquired information to the artificial intelligence monitoring module.
6. The communication security monitoring system based on artificial intelligence of claim 1, wherein the artificial intelligence monitoring module is configured to receive and preliminarily process information sent from the network traffic monitoring module, the trojan horse virus monitoring module, and the vulnerability data monitoring module.
7. The artificial intelligence based communication safety monitoring system according to claim 6, wherein the artificial intelligence monitoring module comprises a processor and a display, the processor is electrically connected with the display, the processor is used for processing information received by the artificial intelligence monitoring module, and the display is used for displaying information preliminarily processed by the processor and sending a result obtained by the preliminary processing to the big data analysis platform.
8. The artificial intelligence based communication security monitoring system according to claim 1, wherein the big data analysis platform is configured to analyze a result of the preliminary processing from the artificial intelligence monitoring module to determine whether abnormal data information exists, and send the analysis result to the cloud server.
9. The communication safety monitoring system based on artificial intelligence is characterized in that the cloud server is used for carrying out communication network safety judgment on an analysis result sent by the big data analysis platform according to a preset communication abnormity model, and giving an alarm to a communication abnormity early warning module when the communication network is judged to be abnormal.
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| Application Number | Priority Date | Filing Date | Title |
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| CN202010161749.XA CN111404906A (en) | 2020-03-10 | 2020-03-10 | Communication safety monitoring system based on artificial intelligence |
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| CN202010161749.XA CN111404906A (en) | 2020-03-10 | 2020-03-10 | Communication safety monitoring system based on artificial intelligence |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111770108A (en) * | 2020-07-09 | 2020-10-13 | 海南科技职业大学 | Network safety system based on artificial intelligence |
| CN112667427A (en) * | 2020-12-31 | 2021-04-16 | 上海磐御网络科技有限公司 | Network security system based on virtualization technology |
| CN113099409A (en) * | 2021-03-26 | 2021-07-09 | 山西三友和智慧信息技术股份有限公司 | Artificial intelligence electronic communication pole based on big data |
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| CN108696393A (en) * | 2018-05-18 | 2018-10-23 | 成都云视游科技有限公司 | A kind of network traffic analysis system based on big data |
| CN108965253A (en) * | 2018-06-11 | 2018-12-07 | 安徽博森互联网科技有限公司 | A kind of network safety system based on artificial intelligence |
| CN109615834A (en) * | 2019-01-15 | 2019-04-12 | 安徽大尺度网络传媒有限公司 | A kind of artificial intelligence early warning system based on cloud platform |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN111770108A (en) * | 2020-07-09 | 2020-10-13 | 海南科技职业大学 | Network safety system based on artificial intelligence |
| CN112667427A (en) * | 2020-12-31 | 2021-04-16 | 上海磐御网络科技有限公司 | Network security system based on virtualization technology |
| CN113099409A (en) * | 2021-03-26 | 2021-07-09 | 山西三友和智慧信息技术股份有限公司 | Artificial intelligence electronic communication pole based on big data |
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Application publication date: 20200710 |