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Krishnendu Chakrabarty

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Open access Sep 2026

Faults that Persist: Fault-Injection Attacks and ASCON-Based Defense in Multi-Tenant FPGAs

FPGAs are increasingly used in cloud computing infrastructures and reconfigurable system-on-chip, particularly for AI acceleration. The availability of FPGAs in cloud data centers has opened up new opportunities for users to improve application performance by implementing customizable hardware accelerators directly on...

Jayeeta Chaudhuri, Hassan Nassar, Dennis R. E. Gnad et al. · 0 citations
Conference Open access Aug 2026

MoE Router-Guided Clustering for Heterogeneous Federated Instruction Tuning

Experimental results show that routing-aware collaboration consistently improves personalized performance compared to conventional federated averaging and local training, while maintaining the same communication cost, and shows that client-centric and expert-centric clustering provides an effective and scalable approac...

Ankita Sharma, B. Farahani, S. Moosavi et al. · 0 citations

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