GB2563280B - Anomaly detection in computer networks - Google Patents
Anomaly detection in computer networks Download PDFInfo
- Publication number
- GB2563280B GB2563280B GB1709228.9A GB201709228A GB2563280B GB 2563280 B GB2563280 B GB 2563280B GB 201709228 A GB201709228 A GB 201709228A GB 2563280 B GB2563280 B GB 2563280B
- Authority
- GB
- United Kingdom
- Prior art keywords
- computer networks
- anomaly detection
- anomaly
- detection
- networks
- 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
Links
Classifications
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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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- 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
- G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
- G06F21/55—Detecting local intrusion or implementing counter-measures
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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
- G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
- G06F21/55—Detecting local intrusion or implementing counter-measures
- G06F21/552—Detecting local intrusion or implementing counter-measures involving long-term monitoring or reporting
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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
- G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
- G06F21/55—Detecting local intrusion or implementing counter-measures
- G06F21/56—Computer malware detection or handling, e.g. anti-virus arrangements
- G06F21/566—Dynamic detection, i.e. detection performed at run-time, e.g. emulation, suspicious activities
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/047—Probabilistic or stochastic networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/084—Backpropagation, e.g. using gradient descent
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N7/00—Computing arrangements based on specific mathematical models
- G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
GB1709228.9A GB2563280B (en) | 2017-06-09 | 2017-06-09 | Anomaly detection in computer networks |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
GB1709228.9A GB2563280B (en) | 2017-06-09 | 2017-06-09 | Anomaly detection in computer networks |
Publications (3)
Publication Number | Publication Date |
---|---|
GB201709228D0 GB201709228D0 (en) | 2017-07-26 |
GB2563280A GB2563280A (en) | 2018-12-12 |
GB2563280B true GB2563280B (en) | 2021-05-26 |
Family
ID=59358165
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
GB1709228.9A Active GB2563280B (en) | 2017-06-09 | 2017-06-09 | Anomaly detection in computer networks |
Country Status (1)
Country | Link |
---|---|
GB (1) | GB2563280B (en) |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP3919996A1 (en) | 2020-06-02 | 2021-12-08 | Siemens Aktiengesellschaft | Method and apparatus for monitoring of industrial devices |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP2833594A1 (en) * | 2013-07-31 | 2015-02-04 | Siemens Aktiengesellschaft | Feature based three stage neural networks intrusion detection method and system |
US20160127405A1 (en) * | 2014-10-29 | 2016-05-05 | Ricoh Company, Ltd. | Information processing system, information processing apparatus, and information processing method |
-
2017
- 2017-06-09 GB GB1709228.9A patent/GB2563280B/en active Active
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP2833594A1 (en) * | 2013-07-31 | 2015-02-04 | Siemens Aktiengesellschaft | Feature based three stage neural networks intrusion detection method and system |
US20160127405A1 (en) * | 2014-10-29 | 2016-05-05 | Ricoh Company, Ltd. | Information processing system, information processing apparatus, and information processing method |
Also Published As
Publication number | Publication date |
---|---|
GB2563280A (en) | 2018-12-12 |
GB201709228D0 (en) | 2017-07-26 |
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