most citedAnalysis of Hyperparameter Optimization Effects on Lightweight Deep Models for Real-Time Image Classification

2 citations · 4 across the 10 of their papers we have counts for

collaborators
Showing cs.CRShow all

2 papers · 1 filter

cs.CR2026★ 1 cited

RES-DARE: Failure-Aware Expert Adaptation and Rollback-Safe Self-Repair for Intrusion Detection

Rahil Aftab, Anyash Prasad, Soumya Mazumdar +2

Intrusion detection systems are often trained under static benchmark conditions, although deployed network environments are affected by traffic drift, sensor noise, changing worklo…

cs.CR2026

PrivFedTalk: Privacy-Aware Federated Diffusion with Identity-Stable Adapters for Personalized Talking-Head Generation

Soumya Mazumdar, Vineet Kumar Rakesh, Tapas Samanta

Talking-head generation has advanced rapidly with diffusion-based generative models, but training usually depends on centralized face-video and speech datasets, raising major priva…