GB2574919B - Biometric user authentication - Google Patents

Biometric user authentication Download PDF

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Publication number
GB2574919B
GB2574919B GB1903784.5A GB201903784A GB2574919B GB 2574919 B GB2574919 B GB 2574919B GB 201903784 A GB201903784 A GB 201903784A GB 2574919 B GB2574919 B GB 2574919B
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United Kingdom
Prior art keywords
user authentication
biometric user
biometric
authentication
user
Prior art date
Legal status (The legal status 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 status listed.)
Active
Application number
GB1903784.5A
Other versions
GB201903784D0 (en
GB2574919A (en
Inventor
Nikitidis Symeon
Kurcius Jan
Angel Garcia Rodriguez Francisco
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Yoti Holding Ltd
Original Assignee
Yoti Holding 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 Yoti Holding Ltd filed Critical Yoti Holding Ltd
Priority to GB1903784.5A priority Critical patent/GB2574919B/en
Priority claimed from GB1721636.7A external-priority patent/GB2569794A/en
Publication of GB201903784D0 publication Critical patent/GB201903784D0/en
Publication of GB2574919A publication Critical patent/GB2574919A/en
Application granted granted Critical
Publication of GB2574919B publication Critical patent/GB2574919B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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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
    • G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
    • G06F21/31—User authentication
    • G06F21/32—User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
    • 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
    • H04L9/3226—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 using a predetermined code, e.g. password, passphrase or PIN
    • H04L9/3231—Biological data, e.g. fingerprint, voice or retina
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/254—Fusion techniques of classification results, e.g. of results related to same input data
    • 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
    • G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
    • G06F21/31—User authentication
    • G06F21/316—User authentication by observing the pattern of computer usage, e.g. typical user behaviour
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/64—Three-dimensional objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/172—Classification, e.g. identification
    • 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
    • H04L63/08—Network architectures or network communication protocols for network security for authentication of entities
    • H04L63/0861—Network architectures or network communication protocols for network security for authentication of entities using biometrical features, e.g. fingerprint, retina-scan
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
    • H04W12/06—Authentication
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
    • H04W12/60—Context-dependent security
    • H04W12/68—Gesture-dependent or behaviour-dependent

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Security & Cryptography (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computer Hardware Design (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Software Systems (AREA)
  • Biomedical Technology (AREA)
  • Human Computer Interaction (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Social Psychology (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Molecular Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Animal Behavior & Ethology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Image Analysis (AREA)
  • Collating Specific Patterns (AREA)
GB1903784.5A 2017-12-21 2017-12-21 Biometric user authentication Active GB2574919B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
GB1903784.5A GB2574919B (en) 2017-12-21 2017-12-21 Biometric user authentication

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
GB1721636.7A GB2569794A (en) 2017-12-21 2017-12-21 Biometric user authentication
GB1903784.5A GB2574919B (en) 2017-12-21 2017-12-21 Biometric user authentication

Publications (3)

Publication Number Publication Date
GB201903784D0 GB201903784D0 (en) 2019-05-01
GB2574919A GB2574919A (en) 2019-12-25
GB2574919B true GB2574919B (en) 2020-07-01

Family

ID=66380947

Family Applications (1)

Application Number Title Priority Date Filing Date
GB1903784.5A Active GB2574919B (en) 2017-12-21 2017-12-21 Biometric user authentication

Country Status (1)

Country Link
GB (1) GB2574919B (en)

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2358108A (en) * 1999-11-29 2001-07-11 Nokia Mobile Phones Ltd Controlling a hand-held communication device
GB2465782A (en) * 2008-11-28 2010-06-02 Univ Nottingham Trent Biometric identity verification utilising a trained statistical classifier, e.g. a neural network
WO2014021835A1 (en) * 2012-07-31 2014-02-06 Hewlett-Packard Development Company, L.P. Determining a user based on features
US20140337930A1 (en) * 2013-05-13 2014-11-13 Hoyos Labs Corp. System and method for authorizing access to access-controlled environments
US20160055323A1 (en) * 2014-08-19 2016-02-25 Airwatch, Llc Authentication via accelerometer
EP2993619A1 (en) * 2014-08-28 2016-03-09 Kevin Alan Tussy Facial recognition authentication system including path parameters
WO2016127008A1 (en) * 2015-02-04 2016-08-11 Aerendir Mobile Inc. Data encryption/decryption using neuro and neuro-mechanical fingerprints

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2358108A (en) * 1999-11-29 2001-07-11 Nokia Mobile Phones Ltd Controlling a hand-held communication device
GB2465782A (en) * 2008-11-28 2010-06-02 Univ Nottingham Trent Biometric identity verification utilising a trained statistical classifier, e.g. a neural network
WO2014021835A1 (en) * 2012-07-31 2014-02-06 Hewlett-Packard Development Company, L.P. Determining a user based on features
US20140337930A1 (en) * 2013-05-13 2014-11-13 Hoyos Labs Corp. System and method for authorizing access to access-controlled environments
US20160055323A1 (en) * 2014-08-19 2016-02-25 Airwatch, Llc Authentication via accelerometer
EP2993619A1 (en) * 2014-08-28 2016-03-09 Kevin Alan Tussy Facial recognition authentication system including path parameters
WO2016127008A1 (en) * 2015-02-04 2016-08-11 Aerendir Mobile Inc. Data encryption/decryption using neuro and neuro-mechanical fingerprints

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
"2017 15th Annual Conference on Privacy, Security and Trust (PST), 28-30 August 2017, IEEE, pp 147-155, M Centeno et al, "Smartphone continuous authentication using deep learning autoencoders" *
"2017 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE)", 17-19 July 2017, IEEE, pp 290-291, I Papavasileiou et al, "Gait-based continuous authentication using multimodal learning" *
Pattern Recognition, Vol. 74, February 2018 (available online 6 September 2017), M. Gadaleta and M. Rossi, "IDNet: Smartphone-based gait recognition with convolutional neural networks", pp 25-37. *
T.K Dang et al., "Future Data and Security Engineering. FDSE 2017. Lectures Notes in Computer Science", November 2017, Springer, pp 197-212, Vol. 10646, KT Nguyen et al., "Gait recognition with multi-region size convolutional neural network for authentication with wearable sensors". *

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Publication number Publication date
GB201903784D0 (en) 2019-05-01
GB2574919A (en) 2019-12-25

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