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Published on: October 20, 2022
Orchestration of autonomous trusted third-party banking
Saravanan Muthaiyah1, Kalaiarasi Sonai Muthu Anbananthen2, Nguyen Thi Phuong Lan1
1Faculty of Management, Multimedia University, Cyberjaya, Selangor, 40400, Malaysia.
This study introduces a novel risk-based task delegation logic for autonomous banking platforms, enabling secure and efficient on-the-fly processing of risky transactions. The solution utilizes risk graphs and smart contracts for enhanced value creation in digital banking.
Area of Science:
- Computer Science
- Information Systems
- Financial Technology
Background:
- Digital transformation is reshaping banking, emphasizing value creation through autonomous solutions.
- Autonomous banking requires on-the-fly processing for risky transactions and robust access control.
- Role and trust delegation are critical in autonomous financial environments.
Purpose of the Study:
- To develop an end-to-end solution for autonomous transaction and task processing in banking.
- To enable secure and efficient handling of risky transactions within autonomous banking systems.
Main Methods:
- Utilized risk graphs, risk bands, and finite state machines to illustrate task delegation.
- Developed a step-by-step task delegation process using a risk ordering relation methodology.
- Embedded the methodology into smart contracts for autonomous execution.
Main Results:
- Demonstrated task delegation with risk ordering relation among six process owners on immutable ledgers.
- Employed Multi-Agent Systems (MAS) to overcome barriers in autonomous transaction processing.
- Introduced a novel approach combining risk graphs and risk ordering relations for task delegation, surpassing traditional Role-Based Access Control (RBAC).
Conclusions:
- The study presents a novel logic for task delegation and policies for autonomous execution.
- The proposed solution is suitable for autonomous banking platforms, drawing parallels with federated identity concepts.
- This approach enhances security and efficiency in digital banking environments.
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