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cs.AI2026
Beyond Pass Rate: A Multilingual, Execution-Grounded Evaluation of Open Code LLMs
Sayed Erfan Arefin
Code generation models are typically compared using compact execution benchmarks and aggregate pass rates, but such summaries obscure how performance varies across programming lang…
cs.CR2026
Privacy-Preserving Covert Communication Using Encrypted Wearable Gesture Recognition
Tasnia Ashrafi Heya, Sayed Erfan Arefin
Secure communication is essential in covert and safety-critical settings where verbal interactions may expose user intent or operational context. Wearable gesture-based communicati…