Author

Mashrur Chowdhury

2 papers indexed here

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#small language model Preprint Aug 2026

Structured Driving-State Narratives for Small Language Model-Based GNSS Spoofing Detection

The presented framework can detect and classify GNSS spoofing attacks in real-time while requiring relatively low computational and memory resources, and is therefore suitable for deployment on resource-constrained vehicular computing platforms.

Abyad Enan, Sagar Dasgupta, Mizanur Rahman 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 for connected and automated vehicles.

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