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Ahmed Ryan

2 papers indexed

arxivcs.SEcs.AI2026-07-19

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models

Md Erfan, Ahmed Ryan, Md Rayhanur Rahman

Pretrained machine learning (ML) models help developers build ML-intensive software systems without training models from scratch. However, model repositories often provide incomplete machine-readable documentation about model provenance, licenses, datasets, limitations, and exter…

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arxivcs.CRcs.AI2026-07-17

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities

Md Erfan, Ahmed Ryan, Md Kamal Hossain Chowdhury, Md Rayhanur Rahman

Connected and Autonomous Vehicles (CAVs) rely on interconnected software and hardware components, including sensors, Electronic Control Units, in-vehicle infotainment systems, and telematics units, where vulnerabilities can compromise assets, users, and vehicle operations. These…

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