SG11202100953WA - Method and apparatus for training risk identification model and server - Google Patents
Method and apparatus for training risk identification model and serverInfo
- Publication number
- SG11202100953WA SG11202100953WA SG11202100953WA SG11202100953WA SG11202100953WA SG 11202100953W A SG11202100953W A SG 11202100953WA SG 11202100953W A SG11202100953W A SG 11202100953WA SG 11202100953W A SG11202100953W A SG 11202100953WA SG 11202100953W A SG11202100953W A SG 11202100953WA
- Authority
- SG
- Singapore
- Prior art keywords
- server
- identification model
- risk identification
- training risk
- training
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0635—Risk analysis of enterprise or organisation activities
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/04—Inference or reasoning models
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
-
- 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
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/067—Enterprise or organisation modelling
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06Q20/401—Transaction verification
- G06Q20/4016—Transaction verification involving fraud or risk level assessment in transaction processing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06Q30/00—Commerce
- G06Q30/018—Certifying business or products
- G06Q30/0185—Product, service or business identity fraud
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
- G06Q40/02—Banking, e.g. interest calculation or account maintenance
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/044—Recurrent networks, e.g. Hopfield networks
Landscapes
- Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Human Resources & Organizations (AREA)
- Strategic Management (AREA)
- Economics (AREA)
- Entrepreneurship & Innovation (AREA)
- Software Systems (AREA)
- Data Mining & Analysis (AREA)
- General Business, Economics & Management (AREA)
- General Engineering & Computer Science (AREA)
- Accounting & Taxation (AREA)
- Evolutionary Computation (AREA)
- Artificial Intelligence (AREA)
- Development Economics (AREA)
- Marketing (AREA)
- Computing Systems (AREA)
- Mathematical Physics (AREA)
- Finance (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Game Theory and Decision Science (AREA)
- Operations Research (AREA)
- Quality & Reliability (AREA)
- Educational Administration (AREA)
- Tourism & Hospitality (AREA)
- Medical Informatics (AREA)
- Computational Linguistics (AREA)
- Computer Security & Cryptography (AREA)
- Technology Law (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Computational Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201811527051.4A CN110009174B (zh) | 2018-12-13 | 2018-12-13 | 风险识别模型训练方法、装置及服务器 |
PCT/CN2019/113008 WO2020119272A1 (fr) | 2018-12-13 | 2019-10-24 | Procédé et appareil d'entraînement de modèle d'identification de risque, et serveur |
Publications (1)
Publication Number | Publication Date |
---|---|
SG11202100953WA true SG11202100953WA (en) | 2021-02-25 |
Family
ID=67165133
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG11202100953WA SG11202100953WA (en) | 2018-12-13 | 2019-10-24 | Method and apparatus for training risk identification model and server |
Country Status (6)
Country | Link |
---|---|
US (1) | US20210166140A1 (fr) |
EP (1) | EP3819835A4 (fr) |
CN (1) | CN110009174B (fr) |
SG (1) | SG11202100953WA (fr) |
TW (1) | TWI712981B (fr) |
WO (1) | WO2020119272A1 (fr) |
Families Citing this family (30)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110009174B (zh) * | 2018-12-13 | 2020-11-06 | 创新先进技术有限公司 | 风险识别模型训练方法、装置及服务器 |
US11237897B2 (en) * | 2019-07-25 | 2022-02-01 | International Business Machines Corporation | Detecting and responding to an anomaly in an event log |
CN112446399A (zh) * | 2019-09-02 | 2021-03-05 | 华为技术有限公司 | 标签确定方法、装置和系统 |
CN110990164B (zh) * | 2019-11-08 | 2022-05-24 | 支付宝(杭州)信息技术有限公司 | 账户检测方法和装置、账户检测模型的训练方法和装置 |
CN110991650A (zh) * | 2019-11-25 | 2020-04-10 | 第四范式(北京)技术有限公司 | 训练养卡识别模型、识别养卡行为的方法及装置 |
CN111105043B (zh) * | 2019-12-19 | 2023-09-05 | 浙江邦盛科技股份有限公司 | 一种基于指标维度实施银行业案件和操作风险防控的方法 |
CN111160569A (zh) * | 2019-12-30 | 2020-05-15 | 第四范式(北京)技术有限公司 | 基于机器学习模型的应用开发方法、装置及电子设备 |
CN111275071B (zh) * | 2020-01-06 | 2022-06-10 | 支付宝(杭州)信息技术有限公司 | 预测模型训练、预测方法、装置及电子设备 |
CN111340612B (zh) * | 2020-02-25 | 2022-12-06 | 支付宝(杭州)信息技术有限公司 | 一种账户的风险识别方法、装置及电子设备 |
US11374953B2 (en) | 2020-03-06 | 2022-06-28 | International Business Machines Corporation | Hybrid machine learning to detect anomalies |
US11620581B2 (en) | 2020-03-06 | 2023-04-04 | International Business Machines Corporation | Modification of machine learning model ensembles based on user feedback |
CN111429145B (zh) * | 2020-03-26 | 2022-04-01 | 深圳市腾讯计算机系统有限公司 | 电子交易的风险控制方法、装置、电子设备 |
CN111553696B (zh) * | 2020-04-23 | 2022-05-31 | 支付宝(杭州)信息技术有限公司 | 一种风险提示方法、装置及电子设备 |
US11531946B2 (en) * | 2020-06-30 | 2022-12-20 | Paypal, Inc. | Optimizing machine learning model total payment volume predictions using model stacking |
CN111931189B (zh) * | 2020-08-14 | 2023-09-29 | 中国工商银行股份有限公司 | Api接口转用风险检测方法、装置和api服务系统 |
CN112417249B (zh) * | 2020-11-25 | 2024-06-25 | 深圳力维智联技术有限公司 | 数据提取方法、系统、设备以及计算机可读存储介质 |
CN112434977B (zh) * | 2020-12-15 | 2024-06-21 | 北京建工资源循环利用投资有限公司 | 智能分选设备除杂效果评测方法、装置和终端设备 |
CN112700322B (zh) * | 2020-12-31 | 2023-12-19 | 深圳琼景科技有限公司 | 订单抽样检测方法、装置、电子设备和存储介质 |
CN112967053A (zh) * | 2021-03-03 | 2021-06-15 | 中国银联股份有限公司 | 一种欺诈交易的检测方法及装置 |
CN113076454B (zh) * | 2021-04-25 | 2022-10-14 | 上海德衡数据科技有限公司 | 基于人工智能的元数分析方法及服务器 |
CN113536672B (zh) * | 2021-07-09 | 2024-05-31 | 浙江网商银行股份有限公司 | 目标对象处理方法及装置 |
CN113570222A (zh) * | 2021-07-15 | 2021-10-29 | 北京淇瑀信息科技有限公司 | 一种用户设备鉴别方法、装置和计算机设备 |
CN113703923B (zh) * | 2021-08-31 | 2024-05-28 | 深信服科技股份有限公司 | 一种业务问题的识别方法、装置、设备和介质 |
CN113792795A (zh) * | 2021-09-15 | 2021-12-14 | 南方电网数字电网研究院有限公司 | 基于网关设备的变电站设备识别方法、装置和网关设备 |
US20230140553A1 (en) * | 2021-10-29 | 2023-05-04 | International Business Machines Corporation | Evaluating effects of an artificial intelligence model on enterprise performance objectives |
CN114549001A (zh) * | 2022-02-08 | 2022-05-27 | 支付宝(杭州)信息技术有限公司 | 训练风险交易识别模型、识别风险交易的方法和装置 |
CN114692724B (zh) * | 2022-03-03 | 2023-03-28 | 支付宝(杭州)信息技术有限公司 | 数据分类模型的训练方法、数据分类方法和装置 |
CN114723269A (zh) * | 2022-03-31 | 2022-07-08 | 支付宝(杭州)信息技术有限公司 | 一种事件的风险防控方法、装置及设备 |
CN115730233B (zh) * | 2022-10-28 | 2023-07-11 | 支付宝(杭州)信息技术有限公司 | 一种数据处理方法、装置、可读存储介质以及电子设备 |
CN117236701B (zh) * | 2023-11-13 | 2024-02-09 | 清华大学 | 一种基于博弈分析的鲁棒风险识别方法 |
Family Cites Families (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US7987169B2 (en) * | 2006-06-12 | 2011-07-26 | Zalag Corporation | Methods and apparatuses for searching content |
CN101714273A (zh) * | 2009-05-26 | 2010-05-26 | 北京银丰新融科技开发有限公司 | 一种基于规则引擎的银行异常业务监控方法和系统 |
US8832790B1 (en) * | 2011-12-19 | 2014-09-09 | Emc Corporation | Fraud detection in adaptive authentication systems |
US20160086185A1 (en) * | 2014-10-15 | 2016-03-24 | Brighterion, Inc. | Method of alerting all financial channels about risk in real-time |
CN104540173B (zh) * | 2015-01-04 | 2018-08-03 | 河海大学常州校区 | 一种基于树状簇结构的无线传感器网络移动数据收集方法 |
US10713586B2 (en) * | 2015-07-24 | 2020-07-14 | Certis Cisco Security Pte Ltd | System and method for high speed threat intelligence management using unsupervised machine learning and prioritization algorithms |
CN106682067B (zh) * | 2016-11-08 | 2018-05-01 | 浙江邦盛科技有限公司 | 一种基于交易数据的机器学习反欺诈监测系统 |
CN106960358A (zh) * | 2017-01-13 | 2017-07-18 | 重庆小富农康农业科技服务有限公司 | 一种基于农村电子商务大数据深度学习的金融欺诈行为量化检测系统 |
CN107196953B (zh) * | 2017-06-14 | 2020-05-08 | 上海境领信息科技有限公司 | 一种基于用户行为分析的异常行为检测方法 |
CN108009643B (zh) * | 2017-12-15 | 2018-10-30 | 清华大学 | 一种机器学习算法自动选择方法和系统 |
CN108564460B (zh) * | 2018-01-12 | 2020-10-30 | 阳光财产保险股份有限公司 | 互联网信贷场景下的实时欺诈检测方法及装置 |
CN108985632A (zh) * | 2018-07-16 | 2018-12-11 | 国网上海市电力公司 | 一种基于孤立森林算法的用电数据异常检测模型 |
CN110009174B (zh) * | 2018-12-13 | 2020-11-06 | 创新先进技术有限公司 | 风险识别模型训练方法、装置及服务器 |
-
2018
- 2018-12-13 CN CN201811527051.4A patent/CN110009174B/zh active Active
-
2019
- 2019-09-26 TW TW108134795A patent/TWI712981B/zh active
- 2019-10-24 SG SG11202100953WA patent/SG11202100953WA/en unknown
- 2019-10-24 WO PCT/CN2019/113008 patent/WO2020119272A1/fr unknown
- 2019-10-24 EP EP19895937.1A patent/EP3819835A4/fr not_active Ceased
-
2021
- 2021-02-04 US US17/168,077 patent/US20210166140A1/en not_active Abandoned
Also Published As
Publication number | Publication date |
---|---|
CN110009174A (zh) | 2019-07-12 |
TW202022769A (zh) | 2020-06-16 |
WO2020119272A1 (fr) | 2020-06-18 |
EP3819835A4 (fr) | 2021-09-22 |
CN110009174B (zh) | 2020-11-06 |
TWI712981B (zh) | 2020-12-11 |
US20210166140A1 (en) | 2021-06-03 |
EP3819835A1 (fr) | 2021-05-12 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
SG11202100953WA (en) | Method and apparatus for training risk identification model and server | |
SG11202000749RA (en) | Model training method and apparatus | |
EP3893154A4 (fr) | Procédé d'apprentissage de modèle de recommandation et appareil associé | |
EP3582118A4 (fr) | Procédé et appareil d'apprentissage de modèle de classification | |
SG11202001040TA (en) | Method, apparatus, and device for training risk control model and risk control | |
EP3716156A4 (fr) | Procédé et appareil d'apprentissage de modèle de réseau neuronal | |
EP3611657A4 (fr) | Procédé d'apprentissage de modèle et procédé, appareil et dispositif permettant de déterminer une similarité de données | |
SG11202006026XA (en) | Identity verification method and apparatus | |
SG11202000861PA (en) | Risk identification model building method, apparatus, and device and risk identification method, apparatus, and device | |
SG11202006205SA (en) | Gbdt model feature interpretation method and apparatus | |
SG11202100918SA (en) | Model Training Method And Apparatus Based On Gradient Boosting Decision Tree | |
SG11202012505SA (en) | System and method for training a damage identification model | |
GB201900469D0 (en) | Method and system for training a chatbot | |
SG11202101855XA (en) | Short training sequence design method and apparatus | |
EP3179473A4 (fr) | Procédé et appareil d'apprentissage pour modèle linguistique, et dispositif | |
SG11202100650UA (en) | Method And Apparatus For Determining Feature Words And Server | |
EP3624007A4 (fr) | Procédé et appareil d'entraînement de modèle de détection d'objet, et dispositif | |
SG11202100124XA (en) | Damage identification result optimization method and apparatus | |
SG11202100499XA (en) | Method and apparatus for obtaining training sample of first model based on second model | |
GB201815539D0 (en) | Method and apparatus for deriving a set of training data | |
ZA202100428B (en) | An exercise apparatus and method thereof | |
PL3826469T3 (pl) | Sposób i urządzenie do eutanazji zwierząt | |
GB201806123D0 (en) | Simulated breathing apparatus and method | |
SG11202100495TA (en) | Identification method and apparatus | |
GB201809440D0 (en) | An apparatus and method |