CN115567323B - 一种改进型神经网络模型的网络信息分析方法 - Google Patents
一种改进型神经网络模型的网络信息分析方法 Download PDFInfo
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- CN115567323B CN115567323B CN202211463010.XA CN202211463010A CN115567323B CN 115567323 B CN115567323 B CN 115567323B CN 202211463010 A CN202211463010 A CN 202211463010A CN 115567323 B CN115567323 B CN 115567323B
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- 238000003062 neural network model Methods 0.000 title claims abstract description 17
- 230000005540 biological transmission Effects 0.000 claims abstract description 60
- 238000011156 evaluation Methods 0.000 claims description 18
- 238000013528 artificial neural network Methods 0.000 claims description 13
- 238000000034 method Methods 0.000 claims description 9
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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
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/33—Querying
- G06F16/3331—Query processing
- G06F16/334—Query execution
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
- G06F16/5846—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content using extracted text
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/60—Protecting data
- G06F21/604—Tools and structures for managing or administering access control systems
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/60—Protecting data
- G06F21/62—Protecting access to data via a platform, e.g. using keys or access control rules
- G06F21/6218—Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
- G06V30/19—Recognition using electronic means
- G06V30/191—Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
- G06V30/19173—Classification techniques
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/16—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks using machine learning or artificial intelligence
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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
- H04L63/20—Network architectures or network communication protocols for network security for managing network security; network security policies in general
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2221/00—Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F2221/21—Indexing scheme relating to G06F21/00 and subgroups addressing additional information or applications relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F2221/2141—Access rights, e.g. capability lists, access control lists, access tables, access matrices
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- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Computer Security & Cryptography (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Databases & Information Systems (AREA)
- Computer Hardware Design (AREA)
- Signal Processing (AREA)
- Software Systems (AREA)
- Computer Networks & Wireless Communication (AREA)
- Health & Medical Sciences (AREA)
- Computing Systems (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Bioethics (AREA)
- General Health & Medical Sciences (AREA)
- Library & Information Science (AREA)
- Data Mining & Analysis (AREA)
- Medical Informatics (AREA)
- Automation & Control Theory (AREA)
- Computational Linguistics (AREA)
- Evolutionary Computation (AREA)
- Artificial Intelligence (AREA)
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Abstract
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CN115567323B true CN115567323B (zh) | 2023-11-07 |
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Citations (6)
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---|---|---|---|---|
CN107329970A (zh) * | 2017-05-23 | 2017-11-07 | 成都联宇云安科技有限公司 | 一种针对手机管控系统舆情大数据进行分析处理的方法 |
CN107579986A (zh) * | 2017-09-21 | 2018-01-12 | 北京工业大学 | 一种复杂网络中网络安全检测的方法 |
CN111917747A (zh) * | 2020-07-17 | 2020-11-10 | 上海大学 | 一种校园网络安全态势感知系统及方法 |
CN114006723A (zh) * | 2021-09-14 | 2022-02-01 | 上海纽盾科技股份有限公司 | 基于威胁情报的网络安全预测方法、装置及系统 |
CN114826691A (zh) * | 2022-04-02 | 2022-07-29 | 深圳市博博信息咨询有限公司 | 一种基于多维度分析的网络信息安全智能分析预警管理系统 |
CN115037632A (zh) * | 2022-06-14 | 2022-09-09 | 国网安徽省电力有限公司芜湖供电公司 | 一种网络安全态势感知分析系统 |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
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EP4275122A1 (en) * | 2021-01-08 | 2023-11-15 | Darktrace Holdings Limited | User agent inference and active endpoint fingerprinting for encrypted connections |
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- 2022-11-22 CN CN202211463010.XA patent/CN115567323B/zh active Active
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107329970A (zh) * | 2017-05-23 | 2017-11-07 | 成都联宇云安科技有限公司 | 一种针对手机管控系统舆情大数据进行分析处理的方法 |
CN107579986A (zh) * | 2017-09-21 | 2018-01-12 | 北京工业大学 | 一种复杂网络中网络安全检测的方法 |
CN111917747A (zh) * | 2020-07-17 | 2020-11-10 | 上海大学 | 一种校园网络安全态势感知系统及方法 |
CN114006723A (zh) * | 2021-09-14 | 2022-02-01 | 上海纽盾科技股份有限公司 | 基于威胁情报的网络安全预测方法、装置及系统 |
CN114826691A (zh) * | 2022-04-02 | 2022-07-29 | 深圳市博博信息咨询有限公司 | 一种基于多维度分析的网络信息安全智能分析预警管理系统 |
CN115037632A (zh) * | 2022-06-14 | 2022-09-09 | 国网安徽省电力有限公司芜湖供电公司 | 一种网络安全态势感知分析系统 |
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