Ayan Roy
2 indexed papers
Recent (6 mo)
2With code
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226
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Software Eng.×1ML×1OS×1Crypto×1
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2026
A Synthetic Conversational Smishing Dataset for Social Engineering Detection
The paper introduces a synthetic dataset of multi-round conversations to detect conversational smishing, finding that XGBoost with TF-IDF features achieved the best performance (72.5% accuracy).
EnerInfer: Energy-Aware On-Device LLM Inference
Proposed EnerInfer framework manages energy efficiency, throughput, and thermal comfort for on-device LLM inference, improving energy efficiency up to 65% without QoE violation.
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Papers
cs.SEcs.LGcs.OSEmpiricalRecentJun 22, 2026
EnerInfer: Energy-Aware On-Device LLM Inference
Bohua Zou, Nian Liu, Binqi Sun, Matteo Mascherin +5 more
Proposed EnerInfer framework manages energy efficiency, throughput, and thermal comfort for on-device LLM inference, improving energy efficiency up to 65% without QoE violation.
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cs.CRRecentApr 13, 2026