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Home/Authors/Nishant Nigam

Nishant Nigam

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Crypto×1ML×1

Frequent co-authors

Prajwal Panth1×

Research Timeline

2026
Scalable and Verifiable Federated Learning for Cross-Institution Financial Fraud Detection

The paper introduces Dynamic Sharded Federated Learning (DSFL), a secure aggregation framework that significantly reduces communication overhead and enhances update verification for cross-institution financial fraud detection.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.LGRecentApr 25, 2026

Scalable and Verifiable Federated Learning for Cross-Institution Financial Fraud Detection

Prajwal Panth, Nishant Nigam

The paper introduces Dynamic Sharded Federated Learning (DSFL), a secure aggregation framework that significantly reduces communication overhead and enhances update verification for cross-institution…

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