SG11202012709TA - Method and system for training machine learning engine and related device - Google Patents

Method and system for training machine learning engine and related device

Info

Publication number
SG11202012709TA
SG11202012709TA SG11202012709TA SG11202012709TA SG11202012709TA SG 11202012709T A SG11202012709T A SG 11202012709TA SG 11202012709T A SG11202012709T A SG 11202012709TA SG 11202012709T A SG11202012709T A SG 11202012709TA SG 11202012709T A SG11202012709T A SG 11202012709TA
Authority
SG
Singapore
Prior art keywords
machine learning
related device
learning engine
training machine
training
Prior art date
Application number
SG11202012709TA
Inventor
Kaizhi Wei
Mingxing Zhang
Original Assignee
Sangfor Tech Inc
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 Sangfor Tech Inc filed Critical Sangfor Tech Inc
Publication of SG11202012709TA publication Critical patent/SG11202012709TA/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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Computer Security & Cryptography (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Computer Hardware Design (AREA)
  • General Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Virology (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Machine Translation (AREA)
  • Control Of Vehicle Engines Or Engines For Specific Uses (AREA)
SG11202012709TA 2018-06-20 2019-05-20 Method and system for training machine learning engine and related device SG11202012709TA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810638258.2A CN110689133B (en) 2018-06-20 2018-06-20 Method, system and related device for training machine learning engine
PCT/CN2019/087564 WO2019242444A1 (en) 2018-06-20 2019-05-20 Method and system for training machine learning engine and related device

Publications (1)

Publication Number Publication Date
SG11202012709TA true SG11202012709TA (en) 2021-02-25

Family

ID=68982765

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202012709TA SG11202012709TA (en) 2018-06-20 2019-05-20 Method and system for training machine learning engine and related device

Country Status (5)

Country Link
EP (1) EP3812975B1 (en)
CN (1) CN110689133B (en)
ES (1) ES2967250T3 (en)
SG (1) SG11202012709TA (en)
WO (1) WO2019242444A1 (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113378881B (en) * 2021-05-11 2022-06-21 广西电网有限责任公司电力科学研究院 Instruction set identification method and device based on information entropy gain SVM model

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7644076B1 (en) * 2003-09-12 2010-01-05 Teradata Us, Inc. Clustering strings using N-grams
RU2580036C2 (en) * 2013-06-28 2016-04-10 Закрытое акционерное общество "Лаборатория Касперского" System and method of making flexible convolution for malware detection
CN104978522B (en) * 2014-04-10 2018-05-08 北京启明星辰信息安全技术有限公司 A kind of method and apparatus for detecting malicious code
US9465940B1 (en) * 2015-03-30 2016-10-11 Cylance Inc. Wavelet decomposition of software entropy to identify malware
CN106295337B (en) * 2015-06-30 2018-05-22 安一恒通（北京）科技有限公司 Method, device and terminal for detecting malicious vulnerability file
US9690938B1 (en) * 2015-08-05 2017-06-27 Invincea, Inc. Methods and apparatus for machine learning based malware detection
CN105550746B (en) * 2015-12-08 2018-02-02 北京旷视科技有限公司 The training method and trainer of machine learning model
CN107153630B (en) * 2016-03-04 2020-11-06 阿里巴巴集团控股有限公司 Training method and training system of machine learning system
CN106778241B (en) * 2016-11-28 2020-12-25 东软集团股份有限公司 Malicious file identification method and device
US9864956B1 (en) * 2017-05-01 2018-01-09 SparkCognition, Inc. Generation and use of trained file classifiers for malware detection
CN107688744B (en) * 2017-08-31 2020-03-13 杭州安恒信息技术股份有限公司 Malicious file classification method and device based on image feature matching
CN107992764B (en) * 2017-11-28 2021-07-23 国网河南省电力公司电力科学研究院 Sensitive webpage identification and detection method and device
CN108108820A (en) * 2017-12-20 2018-06-01 第四范式（北京）技术有限公司 For selecting the method and system of the feature of machine learning sample
CN108062478B (en) * 2018-01-04 2021-04-02 北京理工大学 Global feature visualization and local feature combined malicious code classification method

Also Published As

Publication number Publication date
EP3812975A4 (en) 2022-03-23
EP3812975A1 (en) 2021-04-28
CN110689133B (en) 2023-09-05
CN110689133A (en) 2020-01-14
EP3812975C0 (en) 2023-09-20
WO2019242444A1 (en) 2019-12-26
ES2967250T3 (en) 2024-04-29
EP3812975B1 (en) 2023-09-20

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