SG11201908270QA - Apparatus and method for real-time detection of fraudulent digital transactions - Google Patents
Apparatus and method for real-time detection of fraudulent digital transactionsInfo
- Publication number
- SG11201908270QA SG11201908270QA SG11201908270QA SG11201908270QA SG 11201908270Q A SG11201908270Q A SG 11201908270QA SG 11201908270Q A SG11201908270Q A SG 11201908270QA SG 11201908270Q A SG11201908270Q A SG 11201908270QA
- Authority
- SG
- Singapore
- Prior art keywords
- international
- bukit
- kaki
- pte
- singapore
- Prior art date
Links
Classifications
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- 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
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- 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
- 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
- G06Q20/405—Establishing or using transaction specific rules
Abstract
RecommenderAggregated 'Meaty DelectiOn wiill leniperal,!knalysis FIG. Aggregated Scorna (12) INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY (PCT) (19) World Intellectual Property Organization International Bureau (43) International Publication Date 13 September 2018 (13.09.2018) WIP0 I PCT IiiimmoimiolollmonolomomioominumliflovoimIE (10) International Publication Number WO 2018/164635 Al (51) International Patent Classification: G06Q 20/40 (2012.01) (21) International Application Number: PCT/SG2017/050108 (22) International Filing Date: 08 March 2017 (08.03.2017) (25) Filing Language: English (26) Publication Language: English (71) Applicant: JEWEL PAYMENTECH PTE LTD [SG/SG]; 31 Kaki Bukit Road 3, #06-25 Techlink, Singa- pore 417818 (SG). (72) Inventors: CHU, Benjamin Min Xian; c/o Jewel Pay- mentech Pte Ltd, 31 Kaki Bukit Road 3, #06-25 Techlink, Singapore 417818 (SG). LAM, Jer-Wei; c/o Jewel Pay- mentech Pte Ltd, 31 Kaki Bukit Road 3, #06-25 Techlink, Singapore 417818 (SG). TAN, Jeanette Yi Wen; c/o Jewel Paymentech Pte Ltd, 31 Kaki Bukit Road 3, #06-25 Tech- link, Singapore 417818 (SG). YAZDANI, Azim Adil; c/o Jewel Paymentech Pte Ltd, 31 Kaki Bukit Road 3, #06-25 Techlink, Singapore 417818 (SG). (74) Agent: LINDSAY, Jonas, Daniel; Marks & Clerk Singa- pore LLP, Tanjong Pagar, P 0 Box 636, Singapore 910816 (SG). (81) Designated States (unless otherwise indicated, for every kind of national protection available): AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JP, KE, KG, KH, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, (54) Title: APPARATUS AND METHOD FOR REAL-TIME DETECTION OF FRAUDULENT DIGITAL TRANSACTIONS 100 • Fraud Model Builder L Data Transformation r Feature Extraction Model Building Semantic Fraud Wall Engine Predictive Anomaly Detection Fraud Rule B Semantic Anomaly Detection 71' 00 (57) : An apparatus (100) for real-time detection of fraudulent digital transactions is disclosed. The apparatus comprises: a transceiver module arranged to receive information data of a digital transaction; a model generator module (102) arranged to dynami- cally generate a predictive model for fraud detection based collectively on historical information data relating to identified fraudulent transactions and the received information data; and a fraud detection module (104) having a plurality of anomaly detection modules (1042, 1044, 1046) arranged to respectively process the received information data differently to generate a plurality of scores, which are aggregated to provide an aggregated score to enable real-time determination of whether the digital transaction is a fraudulent digital transaction. A first anomaly detection module (1042) is configured to process the received information data using the predictive model to generate a first score. A related method is disclosed too. [Continued on next page] WO 2018/164635 Al MIDEDIMOMOIDEIREEMOMOHINIEIDIMOIMEN PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW. (84) Designated States (unless otherwise indicated, for every kind of regional protection available): ARIPO (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW), Eurasian (AM, AZ, BY, KG, KZ, RU, TJ, TM), European (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR), OAPI (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG). Declarations under Rule 4.17: — of inventorship (Rule 4.17(iv)) Published: — with international search report (Art. 21(3))
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/SG2017/050108 WO2018164635A1 (en) | 2017-03-08 | 2017-03-08 | Apparatus and method for real-time detection of fraudulent digital transactions |
Publications (1)
Publication Number | Publication Date |
---|---|
SG11201908270QA true SG11201908270QA (en) | 2019-10-30 |
Family
ID=63448255
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG11201908270Q SG11201908270QA (en) | 2017-03-08 | 2017-03-08 | Apparatus and method for real-time detection of fraudulent digital transactions |
Country Status (3)
Country | Link |
---|---|
US (1) | US20200175518A1 (en) |
SG (1) | SG11201908270QA (en) |
WO (1) | WO2018164635A1 (en) |
Families Citing this family (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11282077B2 (en) * | 2017-08-21 | 2022-03-22 | Walmart Apollo, Llc | Data comparison efficiency for real-time data processing, monitoring, and alerting |
US11507953B1 (en) * | 2017-11-16 | 2022-11-22 | Worldpay, Llc | Systems and methods for optimizing transaction conversion rate using machine learning |
US11127015B2 (en) * | 2018-03-26 | 2021-09-21 | Sony Corporation | Methods and apparatuses for fraud handling |
CN109741173B (en) * | 2018-12-27 | 2022-11-29 | 深圳前海微众银行股份有限公司 | Method, device, equipment and computer storage medium for identifying suspicious money laundering teams |
US20200334498A1 (en) * | 2019-04-17 | 2020-10-22 | International Business Machines Corporation | User behavior risk analytic system with multiple time intervals and shared data extraction |
US11218494B2 (en) * | 2019-07-26 | 2022-01-04 | Raise Marketplace, Llc | Predictive fraud analysis system for data transactions |
KR20190100094A (en) * | 2019-08-08 | 2019-08-28 | 엘지전자 주식회사 | Method for building personal style databae and apparatus therefor |
US11205156B2 (en) * | 2019-10-19 | 2021-12-21 | Paypal, Inc. | Security data points from an electronic message |
CA3100378A1 (en) * | 2019-11-20 | 2021-05-20 | Royal Bank Of Canada | System and method for unauthorized activity detection |
CN111737080A (en) * | 2020-06-11 | 2020-10-02 | 北京向上一心科技有限公司 | Abnormal transaction suspicion monitoring method and device, computer equipment and storage medium |
US20220101321A1 (en) * | 2020-09-28 | 2022-03-31 | The Toronto-Dominion Bank | Systems and methods for processing resource transfer requests |
US20220159022A1 (en) * | 2020-11-18 | 2022-05-19 | Branch Metrics, Inc. | Detecting anomalous traffic |
CN112801667A (en) * | 2021-01-21 | 2021-05-14 | 中国银联股份有限公司 | Real-time transaction abnormity detection method and device |
Family Cites Families (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US7403922B1 (en) * | 1997-07-28 | 2008-07-22 | Cybersource Corporation | Method and apparatus for evaluating fraud risk in an electronic commerce transaction |
JP2004348536A (en) * | 2003-05-23 | 2004-12-09 | Intelligent Wave Inc | History information addition program, fraudulent determination program using history information, and fraudulent determination system using history information |
US20100293090A1 (en) * | 2009-05-14 | 2010-11-18 | Domenikos Steven D | Systems, methods, and apparatus for determining fraud probability scores and identity health scores |
-
2017
- 2017-03-08 US US16/491,840 patent/US20200175518A1/en not_active Abandoned
- 2017-03-08 SG SG11201908270Q patent/SG11201908270QA/en unknown
- 2017-03-08 WO PCT/SG2017/050108 patent/WO2018164635A1/en active Application Filing
Also Published As
Publication number | Publication date |
---|---|
WO2018164635A1 (en) | 2018-09-13 |
US20200175518A1 (en) | 2020-06-04 |
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