M. Afikuzzaman

Towards trustworthy foundation models: a systematic review of safety, evaluation, and defence mechanisms

Large Language Models (LLMs) and foundation models are increasingly deployed in security-critical and high-impact settings, including healthcare, cybersecurity, software engineering, and intelligent infrastructure. Their open-ended interfaces and multimodal capabilities create new attack surfaces, where prompt injectio...