An AI model trained on data that looks real but won’t leak personal information
Research
Kim Martineau
Future of Finance
The future of banking relies on systems that can move at the speed of a transaction. We're working on core technology innovations, from secure and elastic microservices-based hybrid cloud solutions and advanced analytics for finance, to AI blockchain, and quantum computing for the banking industry.
IBM Solution: IBM Cloud for Financial Services
Our research is regularly developed into new offerings for the IBM Cloud. The IBM Cloud for Financial Services is designed to build trust and enable a transparent public cloud ecosystem with the specific features for security, compliance, and resiliency that financial institutions require.
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Publications
Enterprise Benchmarks for Large Language Model Evaluation
- Bing Zhang
- Mikio Takeuchi
- et al.
- 2025
- NAACL 2025
UNIFIEDGT: Towards a Universal Framework of Transformers in Large-Scale Graph Learning
- Lin Junhong
- Xiaojie Guo
- et al.
- 2024
- Big Data 2024
Identifying Money Laundering Subgraphs on the Blockchain
- Kiwhan Song
- Mohamed Ali Dhraief
- et al.
- 2024
- ICAIF 2024
FraudGT: A Simple, Effective, and Efficient Graph Transformer for Financial Fraud Detection
- Lin Junhong
- Xiaojie Guo
- et al.
- 2024
- ICAIF 2024
Large Language Model Evaluation on Financial Benchmarks
- Bing Zhang
- Mikio Takeuchi
- et al.
- 2024
- ICAIF 2024
Designing multi-model conversational AI financial systems: understanding sensitive values of women entrepreneurs in Brazil
- Heloisa Caroline de Souza Pereira Candello
- Gabriel Meneguelli Soella
- et al.
- 2024
- IMX 2024