Muhammad Saeed Anwar

An Empirical Benchmark and Security Evaluation of Prompt Injection Attacks in LLM Systems

2026 · Zenodo (CERN European Organization for Nuclear Research)

This paper presents a systematic study of prompt injection attacks in Large Language Models (LLMs), a critical yet underexplored security vulnerability in modern AI systems. We construct a benchmark dataset of 250 annotated attack samples …