SG10201909659QA - System and method for authenticating humans based on behavioral pattern - Google Patents

System and method for authenticating humans based on behavioral pattern

Info

Publication number
SG10201909659QA
SG10201909659QA SG10201909659QA SG10201909659QA SG10201909659QA SG 10201909659Q A SG10201909659Q A SG 10201909659QA SG 10201909659Q A SG10201909659Q A SG 10201909659QA SG 10201909659Q A SG10201909659Q A SG 10201909659QA SG 10201909659Q A SG10201909659Q A SG 10201909659QA
Authority
SG
Singapore
Prior art keywords
behavioral pattern
humans based
authenticating
authenticating humans
behavioral
Prior art date
Application number
SG10201909659QA
Other languages
English (en)
Inventor
Avik Ghose
Sonia Sharma
Original Assignee
Tata Consultancy Services 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 Tata Consultancy Services Ltd filed Critical Tata Consultancy Services Ltd
Publication of SG10201909659QA publication Critical patent/SG10201909659QA/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/30Authentication, i.e. establishing the identity or authorisation of security principals
    • G06F21/31User authentication
    • G06F21/32User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B13/00Burglar, theft or intruder alarms
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/044Recurrent networks, e.g. Hopfield networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/20Movements or behaviour, e.g. gesture recognition
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02Alarms for ensuring the safety of persons
    • G08B21/04Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons
    • G08B21/0407Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons based on behaviour analysis
    • G08B21/0423Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons based on behaviour analysis detecting deviation from an expected pattern of behaviour or schedule

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Computer Security & Cryptography (AREA)
  • Computer Hardware Design (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Psychiatry (AREA)
  • Social Psychology (AREA)
  • Human Computer Interaction (AREA)
  • Multimedia (AREA)
  • Testing Or Calibration Of Command Recording Devices (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Collating Specific Patterns (AREA)
SG10201909659QA 2018-10-17 2019-10-16 System and method for authenticating humans based on behavioral pattern SG10201909659QA (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
IN201821039448 2018-10-17

Publications (1)

Publication Number Publication Date
SG10201909659QA true SG10201909659QA (en) 2020-05-28

Family

ID=68281314

Family Applications (1)

Application Number Title Priority Date Filing Date
SG10201909659QA SG10201909659QA (en) 2018-10-17 2019-10-16 System and method for authenticating humans based on behavioral pattern

Country Status (3)

Country Link
US (1) US11210378B2 (de)
EP (1) EP3640902B1 (de)
SG (1) SG10201909659QA (de)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112116381B (zh) * 2020-08-31 2021-05-07 北京基调网络股份有限公司 基于lstm神经网络的月活预测方法、存储介质和计算机设备
KR102433071B1 (ko) * 2020-10-05 2022-08-16 경희대학교 산학협력단 통신 네트워크에서 센서 데이터를 처리하기 위한 프레임 워크 및 이의 운영 방법

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6351740B1 (en) * 1997-12-01 2002-02-26 The Board Of Trustees Of The Leland Stanford Junior University Method and system for training dynamic nonlinear adaptive filters which have embedded memory
US6614348B2 (en) * 2001-03-23 2003-09-02 International Business Machines Corporation System and method for monitoring behavior patterns
KR102136836B1 (ko) * 2013-09-09 2020-08-13 삼성전자주식회사 생체 신호들을 이용하여 사용자 인증을 수행하는 착용형 기기 및 그 착용형 기기의 인증 방법
WO2016183167A1 (en) 2015-05-13 2016-11-17 Rajmy Sayavong Identified presence detection in and around premises
JP6010204B1 (ja) 2015-10-26 2016-10-19 ファナック株式会社 パワー素子の予測寿命を学習する機械学習装置及び方法並びに該機械学習装置を備えた寿命予測装置及びモータ駆動装置
US20170294091A1 (en) * 2016-04-06 2017-10-12 Nec Laboratories America, Inc. Video-based action recognition security system
DE102016225644A1 (de) * 2016-12-20 2018-06-21 Bundesdruckerei Gmbh Verfahren und System zur verhaltensbasierten Authentifizierung eines Nutzers
WO2018220089A1 (en) * 2017-05-31 2018-12-06 Koninklijke Philips N.V. Machine learning on raw medical imaging data for clinical decision support
KR102185854B1 (ko) * 2017-09-09 2020-12-02 애플 인크. 생체측정 인증의 구현
US10873782B2 (en) * 2018-10-02 2020-12-22 Adobe Inc. Generating user embedding representations that capture a history of changes to user trait data

Also Published As

Publication number Publication date
EP3640902B1 (de) 2022-11-23
US11210378B2 (en) 2021-12-28
US20200125711A1 (en) 2020-04-23
EP3640902A3 (de) 2020-05-06
EP3640902A2 (de) 2020-04-22

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