4 papers
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…
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…
Exploiting HDMI and USB Ports for GPU Side-Channel Insights
Sayed Erfan Arefin, Abdul Serwadda
Modern computers rely on USB and HDMI ports for connecting external peripherals and display devices. Despite their built-in security measures, these ports remain susceptible to pas…
Unmasking the giant: A comprehensive evaluation of ChatGPT's proficiency in coding algorithms and data structures
Sayed Erfan Arefin, Tasnia Ashrafi Heya, Hasan Al-Qudah +2
The transformative influence of Large Language Models (LLMs) is profoundly reshaping the Artificial Intelligence (AI) technology domain. Notably, ChatGPT distinguishes itself withi…