Evaluating Jailbreak Vulnerabilities in LLMs: A Taxonomy and Comparative Analysis in Romance Fraud Scenarios
Parra, Yohn Jairo; Chi, Hongmei; Alo, Richard A.; Lima, Vinicius (2026) — 2026 IEEE 5th International Conference on AI in Cybersecurity (ICAIC)
Type: Proceedings Article
Country: United States
Tags: jailbreak prompts, romance fraud, LLM safety, benchmarking, comparative analysis, attack strategy taxonomy, multi-model evaluation, taxonomy, attack vectors, latency, jailbreak, risk assessment, attack surface, prompt engineering, ethics
This piece examines Evaluating Jailbreak Vulnerabilities in LLMs: A Taxonomy and Comparative Analysis in Romance Fraud Scenarios within the broader context of online fraud and mediated communication. It outlines common p...