Ammar Asif

Prompt Injection as an Architecture-Specific Attack Surface: Comparing LLM-Based and Traditional ML Spam Classifiers Under Adversarial Conditions

Large language models are increasingly deployed for text classification tasks that were previously handled by supervised machine learning. How the two approaches compare under adversarial conditions has received limited systematic attention, particularly in side-by-side evaluatio...