Srikumar Nayak

According to our database, Srikumar Nayak authored at least 10 papers in 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2026

Calibrated Credit Intelligence: Shift-Robust and Fair Risk Scoring with Bayesian Uncertainty and Gradient Boosting.

Srikumar Nayak

CoRR, March, 2026

RLShield: Practical Multi-Agent RL for Financial Cyber Defense with Attack-Surface MDPs and Real-Time Response Orchestration.

Srikumar Nayak

CoRR, March, 2026

ThreatFormer-IDS: Robust Transformer Intrusion Detection with Zero-Day Generalization and Explainable Attribution.

Srikumar Nayak

CoRR, March, 2026

HQFS: Hybrid Quantum Classical Financial Security with VQC Forecasting, QUBO Annealing, and Audit-Ready Post-Quantum Signing.

Srikumar Nayak

CoRR, February, 2026

Federated Graph AGI for Cross-Border Insider Threat Intelligence in Government Financial Schemes.

Srikumar Nayak, James Walmesley

CoRR, February, 2026

Named Entity Recognition for Payment Data Using NLP.

Srikumar Nayak

CoRR, February, 2026

Quantum-Enhanced AML: Hybrid Quantum-Classical Graph Learning With Entity Resolution and Evidence Subgraph Discovery for Transaction Screening.

Srikumar Nayak, Rohit Kumar

IEEE Access, 2026

Uncertainty-Aware Fraud Detection Using Hybrid Transformer With Gated Token Mixing and Conformal Risk Control.

Srikumar Nayak, A. R. Bushara

IEEE Access, 2026

BHF-Guard: Breaking and Hardening Financial ML with Adversarial Stress Tests and Certified Robustness Checks.

Srikumar Nayak

Proceedings of the 2026 14th International Symposium on Digital Forensics and Security (ISDFS), 2026

TrustFed-He: Trustworthy Federated Fraud Analytics for Banks with Homomorphic Secure Aggregation and Poisoning-Resilient Training.

Srikumar Nayak

Proceedings of the 2026 14th International Symposium on Digital Forensics and Security (ISDFS), 2026