JP7176157B1 - 学習モデル作成システム、学習モデル作成方法、及びプログラム - Google Patents

学習モデル作成システム、学習モデル作成方法、及びプログラム Download PDF

Info

Publication number
JP7176157B1
JP7176157B1 JP2022529391A JP2022529391A JP7176157B1 JP 7176157 B1 JP7176157 B1 JP 7176157B1 JP 2022529391 A JP2022529391 A JP 2022529391A JP 2022529391 A JP2022529391 A JP 2022529391A JP 7176157 B1 JP7176157 B1 JP 7176157B1
Authority
JP
Japan
Prior art keywords
information
learning model
card
user
authenticated
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
JP2022529391A
Other languages
English (en)
Japanese (ja)
Other versions
JPWO2023276072A1 (https=
JPWO2023276072A5 (https=
Inventor
恭輔 友田
周平 伊藤
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.)
Rakuten Group Inc
Original Assignee
Rakuten Group 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 Rakuten Group Inc filed Critical Rakuten Group Inc
Application granted granted Critical
Publication of JP7176157B1 publication Critical patent/JP7176157B1/ja
Publication of JPWO2023276072A1 publication Critical patent/JPWO2023276072A1/ja
Publication of JPWO2023276072A5 publication Critical patent/JPWO2023276072A5/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06F21/34—User authentication involving the use of external additional devices, e.g. dongles or smart cards
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06F21/566—Dynamic detection, i.e. detection performed at run-time, e.g. emulation, suspicious activities
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q20/00—Payment architectures, schemes or protocols
    • G06Q20/38—Payment protocols; Details thereof
    • G06Q20/40—Authorisation, e.g. identification of payer or payee, verification of customer or shop credentials; Review and approval of payers, e.g. check credit lines or negative lists
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2221/00—Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/03—Indexing scheme relating to G06F21/50, monitoring users, programs or devices to maintain the integrity of platforms
    • G06F2221/034—Test or assess a computer or a system

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Security & Cryptography (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Hardware Design (AREA)
  • Business, Economics & Management (AREA)
  • Evolutionary Computation (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Virology (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Strategic Management (AREA)
  • General Business, Economics & Management (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Financial Or Insurance-Related Operations Such As Payment And Settlement (AREA)
  • Devices For Executing Special Programs (AREA)
  • Electrically Operated Instructional Devices (AREA)
  • Feedback Control In General (AREA)
JP2022529391A 2021-06-30 2021-06-30 学習モデル作成システム、学習モデル作成方法、及びプログラム Active JP7176157B1 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2021/024840 WO2023276072A1 (ja) 2021-06-30 2021-06-30 学習モデル作成システム、学習モデル作成方法、及びプログラム

Publications (3)

Publication Number Publication Date
JP7176157B1 true JP7176157B1 (ja) 2022-11-21
JPWO2023276072A1 JPWO2023276072A1 (https=) 2023-01-05
JPWO2023276072A5 JPWO2023276072A5 (https=) 2023-06-06

Family

ID=84139568

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2022529391A Active JP7176157B1 (ja) 2021-06-30 2021-06-30 学習モデル作成システム、学習モデル作成方法、及びプログラム

Country Status (4)

Country Link
US (1) US20240211574A1 (https=)
JP (1) JP7176157B1 (https=)
TW (1) TWI813322B (https=)
WO (1) WO2023276072A1 (https=)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7549178B1 (ja) * 2024-07-08 2024-09-10 ＰａｙＰａｙ株式会社 情報処理装置、情報処理方法、およびプログラム

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2014167680A (ja) * 2013-02-28 2014-09-11 Ricoh Co Ltd 画像処理システム、処理制御方法及び画像処理装置
JP2019008369A (ja) * 2017-06-20 2019-01-17 株式会社リコー 情報処理装置、認証システム、認証方法およびプログラム
JP2020115175A (ja) * 2019-01-17 2020-07-30 大日本印刷株式会社 情報処理装置、情報処理方法及びプログラム
JP2020194478A (ja) * 2019-05-30 2020-12-03 株式会社日立ソリューションズ 異常検知システム、及び異常検知方法

Family Cites Families (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8365986B2 (en) * 2006-03-14 2013-02-05 Perry Securities Llc Credit card security system and method
EP2288987A4 (en) * 2008-06-12 2015-04-01 Guardian Analytics Inc USER MODELING FOR DETECTING FRAUD AND ANALYSIS
EP2182493A1 (en) * 2008-11-04 2010-05-05 Gemalto SA Remote user authentication using NFC
US20180365687A1 (en) * 2013-06-30 2018-12-20 EMC IP Holding Company LLC Fraud detection
JP5613855B1 (ja) * 2014-04-23 2014-10-29 株式会社 ディー・エヌ・エー ユーザ認証システム
KR101512001B1 (ko) * 2014-10-08 2015-04-14 주식회사 한국엔에프씨 이동통신단말기 및 실물 금융카드를 이용한 간편 본인 인증 시스템 및 방법
WO2016065307A1 (en) * 2014-10-23 2016-04-28 Insurance Services Office, Inc. Systems and methods for computerized fraud detection using machine learning and network analysis
US11836746B2 (en) * 2014-12-02 2023-12-05 Fair Isaac Corporation Auto-encoder enhanced self-diagnostic components for model monitoring
EP3179431A1 (en) * 2015-12-11 2017-06-14 Mastercard International Incorporated User authentication for transactions
JP2019509536A (ja) * 2015-12-23 2019-04-04 トゥルソナ，インコーポレイテッド カード認証読み取りのために登録するためのシステムおよび方法
JP6509137B2 (ja) * 2016-01-29 2019-05-08 ヤフー株式会社 認証装置、認証方法および認証プログラム
SE540668C2 (en) * 2016-08-30 2018-10-09 No Common Payment Ab Generation and verification of a temporary card security code for use in card based transactions
US20190044942A1 (en) * 2017-08-01 2019-02-07 Twosense, Inc. Deep Learning for Behavior-Based, Invisible Multi-Factor Authentication
US20190197527A1 (en) * 2017-12-21 2019-06-27 Mastercard International Incorporated Method and system for facilitating digital wallet based payment card transactions
US10733473B2 (en) * 2018-09-20 2020-08-04 Uber Technologies Inc. Object verification for a network-based service
WO2020261426A1 (ja) * 2019-06-26 2020-12-30 楽天株式会社 不正推定システム、不正推定方法、及びプログラム
US11580339B2 (en) * 2019-11-13 2023-02-14 Oracle International Corporation Artificial intelligence based fraud detection system
US12079812B2 (en) * 2020-06-09 2024-09-03 Capital One Services, Llc Utilizing machine learning and trusted transaction card locations to generate a geographical map of the trusted transaction cards
US11756050B2 (en) * 2020-10-06 2023-09-12 Visa International Service Association Method, system, and computer program product for fraud prevention using deep learning and survival models
CN112328990A (zh) * 2020-10-30 2021-02-05 平安信托有限责任公司 基于身份认证的屏幕控制方法、装置和计算机设备
US20220253856A1 (en) * 2021-02-11 2022-08-11 The Toronto-Dominion Bank System and method for machine learning based detection of fraud
US11928017B2 (en) * 2021-05-25 2024-03-12 Google Llc Point anomaly detection
US11803837B2 (en) * 2021-08-04 2023-10-31 Bank Of America Corporation Intelligent real time card alert system to detect suspicious contactless card reader
US20220108591A1 (en) * 2021-10-13 2022-04-07 Pranav Jayabalan ATM Frauds Detection by Machine Learning System: SentryWare and SentryManager

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2014167680A (ja) * 2013-02-28 2014-09-11 Ricoh Co Ltd 画像処理システム、処理制御方法及び画像処理装置
JP2019008369A (ja) * 2017-06-20 2019-01-17 株式会社リコー 情報処理装置、認証システム、認証方法およびプログラム
JP2020115175A (ja) * 2019-01-17 2020-07-30 大日本印刷株式会社 情報処理装置、情報処理方法及びプログラム
JP2020194478A (ja) * 2019-05-30 2020-12-03 株式会社日立ソリューションズ 異常検知システム、及び異常検知方法

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
渡辺 一樹，スマートロックにおける異常検知を用いた二つの端末の加速度による歩行認証の提案，マルチメディア，分散，協調とモバイル（ＤＩＣＯＭＯ２０１９）シンポジウム論文集，日本，一般社団法人情報処理学会，2019年06月26日，情報処理学会シンポジウムシリーズ Ｖｏｌ，pp.1155-1160
渡辺 一樹: "スマートロックにおける異常検知を用いた二つの端末の加速度による歩行認証の提案", マルチメディア，分散，協調とモバイル（ＤＩＣＯＭＯ２０１９）シンポジウム論文集, vol. 情報処理学会シンポジウムシリーズ Ｖｏｌ, JPN6021037986, 26 June 2019 (2019-06-26), JP, pages 1155 - 1160, ISSN: 0004863082 *
石川 竜雄，マイナンバーカードを活用した多要素認証の実現，月刊自動認識，日本，日本工業出版，2019年12月10日，第３２巻 第１４号，pp.24-26
石川 竜雄: "マイナンバーカードを活用した多要素認証の実現", 月刊自動認識, vol. 第３２巻 第１４号, JPN6021037985, 10 December 2019 (2019-12-10), JP, pages 24 - 26, ISSN: 0004863081 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7549178B1 (ja) * 2024-07-08 2024-09-10 ＰａｙＰａｙ株式会社 情報処理装置、情報処理方法、およびプログラム

Also Published As

Publication number Publication date
US20240211574A1 (en) 2024-06-27
JPWO2023276072A1 (https=) 2023-01-05
WO2023276072A1 (ja) 2023-01-05
TWI813322B (zh) 2023-08-21
TW202307745A (zh) 2023-02-16

Similar Documents

Publication Publication Date Title
US11075942B2 (en) Identity verification and account information updating methods and apparatuses
JP7177303B1 (ja) サービス提供システム、サービス提供方法、及びプログラム
US20220375259A1 (en) Artificial intelligence for passive liveness detection
JP7230120B2 (ja) サービス提供システム、サービス提供方法、及びプログラム
US11823197B2 (en) Authenticating based on user behavioral transaction patterns
EP3955143B1 (en) Fraud deduction system, fraud deduction method, and program
TWI793885B (zh) 認證系統、認證方法、及程式產品
JP7165840B1 (ja) 不正検知システム、不正検知方法、及びプログラム
JP7271778B2 (ja) サービス提供システム、サービス提供方法、及びプログラム
US11947643B2 (en) Fraud detection system, fraud detection method, and program
JP7176157B1 (ja) 学習モデル作成システム、学習モデル作成方法、及びプログラム
JP7176158B1 (ja) 学習モデル評価システム、学習モデル評価方法、及びプログラム
JP7238214B1 (ja) 不正検知システム、不正検知方法、及びプログラム
JP7165841B1 (ja) 不正検知システム、不正検知方法、及びプログラム
TWI807829B (zh) 認證系統、認證方法及程式產品
JP7104133B2 (ja) カード登録システム、カード登録方法、及びプログラム

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20220519

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20220519

A871 Explanation of circumstances concerning accelerated examination

Free format text: JAPANESE INTERMEDIATE CODE: A871

Effective date: 20220519

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20220830

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20221007

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20221025

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20221109

R150 Certificate of patent or registration of utility model

Ref document number: 7176157

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150