Author

M. Salek

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Preprint Aug 2026

Fast Object Removal Attacks on Safety-Critical Video-based Perception Systems

The findings suggest that video-based perception is vulnerable to stealthy object removal attacks that can degrade the performance of safety-critical applications by reducing object detectability and can help develop mitigation strategies against adversarial object removal attacks that threaten safety-critical applicat...

M. Hasan, M. Salek, Nathan Jones et al. · 0 citations

#machine learning Preprint Aug 2026

Digital Twin-Based Intrusion Detection for Vehicle Powertrain CAN Bus Systems

A DT-based IDS that jointly models physical relationships among decoded powertrain signals and identifies attacks through residuals between predicted and observed behavior shows promise for detecting stealthy payload-level CAN attacks that preserve normal communication patterns, supporting behavior-based cybersecurity...

Araf Rahman, M. Salek, Mashrur Chowdhury · 0 citations