SG10202002125QA - System and method for detecting data anomalies by analysing morphologies of known and/or unknown cybersecurity threats - Google Patents

System and method for detecting data anomalies by analysing morphologies of known and/or unknown cybersecurity threats

Info

Publication number
SG10202002125QA
SG10202002125QA SG10202002125QA SG10202002125QA SG10202002125QA SG 10202002125Q A SG10202002125Q A SG 10202002125QA SG 10202002125Q A SG10202002125Q A SG 10202002125QA SG 10202002125Q A SG10202002125Q A SG 10202002125QA SG 10202002125Q A SG10202002125Q A SG 10202002125QA
Authority
SG
Singapore
Prior art keywords
morphologies
analysing
unknown
detecting data
data anomalies
Prior art date
Application number
SG10202002125QA
Inventor
Mei Ling Chan
Bouguerra Nizar
Original Assignee
Flexxon Pte 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 Flexxon Pte Ltd filed Critical Flexxon Pte Ltd
Priority to SG10202002125QA priority Critical patent/SG10202002125QA/en
Priority to US16/946,245 priority patent/US11082441B1/en
Publication of SG10202002125QA publication Critical patent/SG10202002125QA/en
Priority to AU2020223632A priority patent/AU2020223632B2/en
Priority to PCT/SG2020/050441 priority patent/WO2021183043A1/en
Priority to CA3125101A priority patent/CA3125101A1/en
Priority to CN202080002105.4A priority patent/CN113632083B/en
Priority to EP20753862.0A priority patent/EP3899770B1/en
Priority to DK20753862.0T priority patent/DK3899770T3/en
Priority to KR1020217002942A priority patent/KR102323290B1/en
Priority to JP2021505691A priority patent/JP7092939B2/en
Priority to NZ767245A priority patent/NZ767245B2/en
Priority to TW109129559A priority patent/TWI720932B/en
Priority to IL289367A priority patent/IL289367B/en

Links

Classifications

    • 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
    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/901—Indexing; Data structures therefor; Storage structures
    • G06F16/9017—Indexing; Data structures therefor; Storage structures using directory or table look-up
    • 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
    • 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
    • G06F21/562—Static detection
    • 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
    • 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
    • G06N3/044—Recurrent networks, e.g. Hopfield 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of 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
    • 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
    • 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
    • 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
    • H04L63/1416—Event detection, e.g. attack signature detection
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L9/00—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols
    • H04L9/32—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols including means for verifying the identity or authority of a user of the system or for message authentication, e.g. authorization, entity authentication, data integrity or data verification, non-repudiation, key authentication or verification of credentials
    • H04L9/3247—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols including means for verifying the identity or authority of a user of the system or for message authentication, e.g. authorization, entity authentication, data integrity or data verification, non-repudiation, key authentication or verification of credentials involving digital signatures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Security & Cryptography (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Hardware Design (AREA)
  • Computing Systems (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Computational Linguistics (AREA)
  • Databases & Information Systems (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Virology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Storage Device Security (AREA)
SG10202002125QA 2020-03-09 2020-03-09 System and method for detecting data anomalies by analysing morphologies of known and/or unknown cybersecurity threats SG10202002125QA (en)

Priority Applications (13)

Application Number Priority Date Filing Date Title
SG10202002125QA SG10202002125QA (en) 2020-03-09 2020-03-09 System and method for detecting data anomalies by analysing morphologies of known and/or unknown cybersecurity threats
US16/946,245 US11082441B1 (en) 2020-03-09 2020-06-11 Systems and methods for detecting data anomalies by analysing morphologies of known and/or unknown cybersecurity threats
JP2021505691A JP7092939B2 (en) 2020-03-09 2020-07-30 Systems and methods for detecting data anomalies by morphological analysis of known and / or unknown cybersecurity threats
CA3125101A CA3125101A1 (en) 2020-03-09 2020-07-30 System and method for detecting data anomalies by analysing morphologies of known and/or unknown cybersecurity threats
PCT/SG2020/050441 WO2021183043A1 (en) 2020-03-09 2020-07-30 System and method for detecting data anomalies by analysing morphologies of known and/or unknown cybersecurity threats
AU2020223632A AU2020223632B2 (en) 2020-03-09 2020-07-30 System and method for detecting data anomalies by analysing morphologies of known and/or unknown cybersecurity threats
CN202080002105.4A CN113632083B (en) 2020-03-09 2020-07-30 System and method for detecting data anomalies by analyzing the morphology of known and/or unknown cyber-security threats
EP20753862.0A EP3899770B1 (en) 2020-03-09 2020-07-30 System and method for detecting data anomalies by analysing morphologies of known and/or unknown cybersecurity threats
DK20753862.0T DK3899770T3 (en) 2020-03-09 2020-07-30 SYSTEM AND METHOD FOR DETECTION OF DATA IRREGULARITIES BY ANALYSIS OF THE MORPHOLOGIES OF KNOWN AND/OR UNKNOWN CYBER SECURITY THREATS
KR1020217002942A KR102323290B1 (en) 2020-03-09 2020-07-30 Systems and methods for detecting data anomalies by analyzing morphologies of known and/or unknown cybersecurity threats
NZ767245A NZ767245B2 (en) 2020-03-09 2020-08-20 System and method for detecting data anomalies by analysing morphologies of known and/or unknown cybersecurity threats
TW109129559A TWI720932B (en) 2020-03-09 2020-08-28 System and method for detecting data anomalies by analysing morphologies of known and/or unknown cybersecurity threats
IL289367A IL289367B (en) 2020-03-09 2021-12-24 Systems and methods for detecting data anomalies by analysing morphologies of known and/or unknown cybersecurity threats

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
SG10202002125QA SG10202002125QA (en) 2020-03-09 2020-03-09 System and method for detecting data anomalies by analysing morphologies of known and/or unknown cybersecurity threats

Publications (1)

Publication Number Publication Date
SG10202002125QA true SG10202002125QA (en) 2020-07-29

Family

ID=72355657

Family Applications (1)

Application Number Title Priority Date Filing Date
SG10202002125QA SG10202002125QA (en) 2020-03-09 2020-03-09 System and method for detecting data anomalies by analysing morphologies of known and/or unknown cybersecurity threats

Country Status (8)

Country Link
US (1) US11082441B1 (en)
EP (1) EP3899770B1 (en)
KR (1) KR102323290B1 (en)
CN (1) CN113632083B (en)
AU (1) AU2020223632B2 (en)
SG (1) SG10202002125QA (en)
TW (1) TWI720932B (en)
WO (1) WO2021183043A1 (en)

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US11711310B2 (en) 2019-09-18 2023-07-25 Tweenznet Ltd. System and method for determining a network performance property in at least one network
US11716338B2 (en) * 2019-11-26 2023-08-01 Tweenznet Ltd. System and method for determining a file-access pattern and detecting ransomware attacks in at least one computer network
US11792223B2 (en) * 2020-06-29 2023-10-17 Netapp, Inc. Systems and methods for detecting malware attacks
US11720991B2 (en) * 2021-05-20 2023-08-08 International Business Machines Corporation Signing and authentication of digital images and other data arrays
US11934667B1 (en) * 2021-06-30 2024-03-19 Amazon Technologies, Inc. Encrypted-data-only media operations
WO2023113772A1 (en) * 2021-12-13 2023-06-22 Hewlett-Packard Development Company, L.P. Suspicious activity notifications via canary files
US20230224275A1 (en) * 2022-01-12 2023-07-13 Bank Of America Corporation Preemptive threat detection for an information system
US11647040B1 (en) * 2022-07-14 2023-05-09 Tenable, Inc. Vulnerability scanning of a remote file system
CN115374075B (en) * 2022-08-01 2023-09-01 北京明朝万达科技股份有限公司 File type identification method and device
WO2024065238A1 (en) * 2022-09-28 2024-04-04 Yu Wenfeng Systems, methods, and media for protecting application programming interfaces

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9087195B2 (en) * 2009-07-10 2015-07-21 Kaspersky Lab Zao Systems and methods for detecting obfuscated malware
CN101854404B (en) * 2010-06-04 2013-08-07 中国科学院计算机网络信息中心 Method and device for detecting anomaly of domain name system
US9292688B2 (en) 2012-09-26 2016-03-22 Northrop Grumman Systems Corporation System and method for automated machine-learning, zero-day malware detection
US11126720B2 (en) * 2012-09-26 2021-09-21 Bluvector, Inc. System and method for automated machine-learning, zero-day malware detection
US10713358B2 (en) * 2013-03-15 2020-07-14 Fireeye, Inc. System and method to extract and utilize disassembly features to classify software intent
US9465939B2 (en) * 2014-06-27 2016-10-11 Mcafee, Inc. Mitigation of malware
US20170068816A1 (en) * 2015-09-04 2017-03-09 University Of Delaware Malware analysis and detection using graph-based characterization and machine learning
US10491627B1 (en) * 2016-09-29 2019-11-26 Fireeye, Inc. Advanced malware detection using similarity analysis
US20180248896A1 (en) * 2017-02-24 2018-08-30 Zitovault Software, Inc. System and method to prevent, detect, thwart, and recover automatically from ransomware cyber attacks, using behavioral analysis and machine learning
EP3528459B1 (en) * 2018-02-20 2020-11-04 Darktrace Limited A cyber security appliance for an operational technology network
KR102075715B1 (en) * 2018-05-29 2020-02-10 국방과학연구소 Apparatus for classifying attack groups and method therefor
US11574051B2 (en) * 2018-08-02 2023-02-07 Fortinet, Inc. Malware identification using multiple artificial neural networks
CN109522926A (en) * 2018-09-28 2019-03-26 南京航空航天大学 Method for detecting abnormality based on comentropy cluster

Also Published As

Publication number Publication date
US11082441B1 (en) 2021-08-03
CN113632083A (en) 2021-11-09
KR102323290B1 (en) 2021-11-05
AU2020223632B2 (en) 2021-10-21
KR20210114916A (en) 2021-09-24
EP3899770B1 (en) 2022-10-05
TW202134919A (en) 2021-09-16
EP3899770A1 (en) 2021-10-27
WO2021183043A1 (en) 2021-09-16
TWI720932B (en) 2021-03-01
EP3899770A4 (en) 2021-12-08
AU2020223632A1 (en) 2021-09-23
CN113632083B (en) 2022-09-13

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