attack evaluation 1moving target defense 1network security 1path randomization 1software-defined networking 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.CR2026
MTD-Playground: An Attacker-Aware Evaluation Framework for Network Moving Target Defense
Mohammad Farhad, Mohoshin Ara Tahera, Padam Jung Thapa +2
The paper introduces MTD-Playground, a framework that evaluates how SDN‑based path‑randomization moving target defenses affect multi‑stage attacks, showing that frequent reconfigur…
cs.SE2026
Residual Risk Assessment in Benign Code: How Far Are We? A Multi-Model Semantic and Structural Similarity Approach
Mohammad Farhad, Shuvalaxmi Dass
Software security assurance relies on effective vulnerability detection and patching, yet determining whether a patch fully eliminates risk remains an underexplored challenge. Exis…
cs.CR2026
HYDRA: A Hybrid Heuristic-Guided Deep Representation Architecture for Predicting Latent Zero-Day Vulnerabilities in Patched Functions
Mohammad Farhad, Sabbir Rahman, Shuvalaxmi Dass
Software security testing, particularly when enhanced with deep learning models, has become a powerful approach for improving software quality, enabling faster detection of known f…