SG11202101452RA - Methods, machine learning engines and file management platform systems for content and context aware data classification and security anomaly detection - Google Patents

Methods, machine learning engines and file management platform systems for content and context aware data classification and security anomaly detection

Info

Publication number
SG11202101452RA
SG11202101452RA SG11202101452RA SG11202101452RA SG11202101452RA SG 11202101452R A SG11202101452R A SG 11202101452RA SG 11202101452R A SG11202101452R A SG 11202101452RA SG 11202101452R A SG11202101452R A SG 11202101452RA SG 11202101452R A SG11202101452R A SG 11202101452RA
Authority
SG
Singapore
Prior art keywords
methods
content
machine learning
management platform
file management
Prior art date
Application number
SG11202101452RA
Inventor
Christopher Muffat
Original Assignee
Dathena Science 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 Dathena Science Pte Ltd filed Critical Dathena Science Pte Ltd
Publication of SG11202101452RA publication Critical patent/SG11202101452RA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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
    • G06F16/35—Clustering; Classification
    • G06F16/355—Class or cluster creation or modification
    • 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
    • G06F21/6245—Protecting personal data, e.g. for financial or medical purposes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/205—Parsing
    • G06F40/216—Parsing using statistical methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/279—Recognition of textual entities
    • G06F40/284—Lexical analysis, e.g. tokenisation or collocates
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/30—Semantic analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G06F18/232—Non-hierarchical techniques
    • G06F18/2321—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
    • G06F18/23213—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions with fixed number of clusters, e.g. K-means clustering

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Computational Linguistics (AREA)
  • Medical Informatics (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Databases & Information Systems (AREA)
  • Probability & Statistics with Applications (AREA)
  • Bioethics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Computer Hardware Design (AREA)
  • Computer Security & Cryptography (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
SG11202101452RA 2017-08-14 2018-08-14 Methods, machine learning engines and file management platform systems for content and context aware data classification and security anomaly detection SG11202101452RA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
SG10201706637Q 2017-08-14
PCT/SG2018/050411 WO2019035765A1 (en) 2017-08-14 2018-08-14 Methods, machine learning engines and file management platform systems for content and context aware data classification and security anomaly detection

Publications (1)

Publication Number Publication Date
SG11202101452RA true SG11202101452RA (en) 2021-03-30

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SG11202101452RA SG11202101452RA (en) 2017-08-14 2018-08-14 Methods, machine learning engines and file management platform systems for content and context aware data classification and security anomaly detection

Country Status (3)

Country Link
US (1) US20210319179A1 (en)
SG (1) SG11202101452RA (en)
WO (1) WO2019035765A1 (en)

Families Citing this family (27)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11580170B2 (en) * 2018-11-01 2023-02-14 Google Llc Machine learning based automatic audience segment in ad targeting
US20200193231A1 (en) * 2018-12-17 2020-06-18 International Business Machines Corporation Training Model Generation
US11005872B2 (en) 2019-05-31 2021-05-11 Gurucul Solutions, Llc Anomaly detection in cybersecurity and fraud applications
US11194691B2 (en) * 2019-05-31 2021-12-07 Gurucul Solutions, Llc Anomaly detection using deep learning models
RU2759786C1 (en) * 2019-07-05 2021-11-17 Публичное Акционерное Общество "Сбербанк России" (Пао Сбербанк) Method and system for classifying data for identifying confidential information
US20210012239A1 (en) * 2019-07-12 2021-01-14 Microsoft Technology Licensing, Llc Automated generation of machine learning models for network evaluation
CN112242984B (en) * 2019-07-19 2023-05-30 伊姆西Ip控股有限责任公司 Method, electronic device and computer program product for detecting abnormal network request
CN112632269A (en) * 2019-09-24 2021-04-09 北京国双科技有限公司 Method and related device for training document classification model
CN110795564B (en) * 2019-11-01 2022-02-22 南京稷图数据科技有限公司 Text classification method lacking negative cases
CN111143842B (en) * 2019-12-12 2022-07-01 广州大学 Malicious code detection method and system
EP4107925A4 (en) * 2020-02-17 2023-06-07 Bigid Inc. Machine learning systems and methods for predicting personal information using file metadata
EP3889849A1 (en) * 2020-03-31 2021-10-06 Tata Consultancy Services Limited Method and system for specific actionable determination in an application
US11481648B2 (en) 2020-05-07 2022-10-25 Microsoft Technology Licensing, Llc Software categorization based on knowledge graph and machine learning techniques
US11461680B2 (en) * 2020-05-21 2022-10-04 Sap Se Identifying attributes in unstructured data files using a machine-learning model
CN113836345A (en) * 2020-06-23 2021-12-24 索尼公司 Information processing apparatus, information processing method, and computer-readable storage medium
CN113051395A (en) * 2020-09-15 2021-06-29 卢霞浩 Keyword clustering method and system based on cloud computing and big data
US11797770B2 (en) 2020-09-24 2023-10-24 UiPath, Inc. Self-improving document classification and splitting for document processing in robotic process automation
US11741087B2 (en) * 2021-01-04 2023-08-29 Servicenow, Inc. Automatically generated graphical user interface application with dynamic user interface segment elements
US20220237373A1 (en) * 2021-01-28 2022-07-28 Accenture Global Solutions Limited Automated categorization and summarization of documents using machine learning
CN113254634A (en) * 2021-02-04 2021-08-13 天津德尔塔科技有限公司 File classification method and system based on phase space
CN113761358A (en) * 2021-05-11 2021-12-07 中科天玑数据科技股份有限公司 Multi-channel hotspot discovery method and multi-channel hotspot discovery system
CN114124509B (en) * 2021-11-17 2024-06-18 浪潮云信息技术股份公司 Spark-based network abnormal flow detection method and system
CN115129959A (en) * 2022-08-25 2022-09-30 北京美络克思科技有限公司 Intelligent file identification method, device and system
CN115150196B (en) * 2022-09-01 2022-11-18 北京金睛云华科技有限公司 Ciphertext data-based anomaly detection method, device and equipment under normal distribution
WO2024107688A1 (en) * 2022-11-14 2024-05-23 Bp Corporation North America Inc. Systems and methods for providing searchable access to documents across separate document repositories
US11830270B1 (en) 2023-04-20 2023-11-28 FPT USA Corp. Machine learning systems for auto-splitting and classifying documents
CN116975863A (en) * 2023-07-10 2023-10-31 福州大学 Malicious code detection method based on convolutional neural network

Family Cites Families (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3974511B2 (en) * 2002-12-19 2007-09-12 インターナショナル・ビジネス・マシーンズ・コーポレーション Computer system for generating data structure for information retrieval, method therefor, computer-executable program for generating data structure for information retrieval, computer-executable program for generating data structure for information retrieval Stored computer-readable storage medium, information retrieval system, and graphical user interface system
US20130104251A1 (en) * 2005-02-01 2013-04-25 Newsilike Media Group, Inc. Security systems and methods for use with structured and unstructured data
GB2488925A (en) * 2009-12-09 2012-09-12 Ibm Method of searching for document data files based on keywords,and computer system and computer program thereof
US10354187B2 (en) * 2013-01-17 2019-07-16 Hewlett Packard Enterprise Development Lp Confidentiality of files using file vectorization and machine learning
US9626528B2 (en) * 2014-03-07 2017-04-18 International Business Machines Corporation Data leak prevention enforcement based on learned document classification
US10217147B2 (en) * 2014-09-12 2019-02-26 Ebay Inc. Mapping products between different taxonomies
US9979748B2 (en) * 2015-05-27 2018-05-22 Cisco Technology, Inc. Domain classification and routing using lexical and semantic processing
US10795560B2 (en) * 2016-09-30 2020-10-06 Disney Enterprises, Inc. System and method for detection and visualization of anomalous media events
CN106897459A (en) * 2016-12-14 2017-06-27 中国电子科技集团公司第三十研究所 A kind of text sensitive information recognition methods based on semi-supervised learning
US20180300315A1 (en) * 2017-04-14 2018-10-18 Novabase Business Solutions, S.A. Systems and methods for document processing using machine learning
US10210244B1 (en) * 2018-02-12 2019-02-19 Asapp, Inc. Updating natural language interfaces by processing usage data
US10783877B2 (en) * 2018-07-24 2020-09-22 Accenture Global Solutions Limited Word clustering and categorization

Also Published As

Publication number Publication date
WO2019035765A1 (en) 2019-02-21
US20210319179A1 (en) 2021-10-14
WO2019035765A9 (en) 2019-03-21

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