3 papers
cs.SE2026
Mitigating LLM Sycophancy in Code Smell Detection Using Evidence-Guided Reasoning Prompts
Istiaq Ahmed Fahad, Kamruzzaman Asif, Md. Nurul Ahad Tawhid
Large Language Models (LLMs) are increasingly used for code smell detection tasks due to their ability to interpret program semantics. However, their reliability in this context re…
cs.SE2026
Temporal Modeling of Change History for Black-Box Test Suite Minimization
Kamruzzaman Asif, Md. Siam, Kazi Sakib
Test Suite Minimization (TSM) reduces the size of test suites while preserving their fault detection capability. In black-box TSM, reduction is performed without relying on product…
cs.SD2025
BanglaFake: Constructing and Evaluating a Specialized Bengali Deepfake Audio Dataset
Istiaq Ahmed Fahad, Kamruzzaman Asif, Sifat Sikder
Deepfake audio detection is challenging for low-resource languages like Bengali due to limited datasets and subtle acoustic features. To address this, we introduce BangalFake, a Be…