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)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Computational Linguistics (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Databases & Information Systems (AREA)
  • Bioethics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Life Sciences & Earth Sciences (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) US12033040B2 (en)
SG (1) SG11202101452RA (en)
WO (1) WO2019035765A1 (en)

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Also Published As

Publication number Publication date
US20210319179A1 (en) 2021-10-14
WO2019035765A1 (en) 2019-02-21
US12033040B2 (en) 2024-07-09
WO2019035765A9 (en) 2019-03-21

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