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...
Industrialized heartbreak: how generative AI enables romance fraud at scale
Dominguez Castillo, Lorena (2026) — AI and Ethics
Type: Journal Article
Country: Global
Tags: Romance fraud, Generative AI, Deepfake, AI governance, Platform accountability, Technology-facilitated abuse, Sextortion, Cryptocurrency laundering, Online safety, Fraud detection, Deepfakes
Industrialized heartbreak describes a trend in which generative AI tools amplify romance fraud by enabling scalable creation of convincing digital personas and outreach. Proponents and critics alike discuss how text-base...
Practitioner perspectives on what works in preventing fraud against older adults
Button, Mark; Karagiannopoulos, Vasileios; Shepherd, David; Kirby, Annie; Lee, Julak; Suh, Joon Bae; Jung, Jeyong; Koh, Chol Soo (2026) — Journal of Economic Criminology
Type: Journal Article
Country: Global
Tags: fraud prevention, older adults, crime policy, technology tools, education, third-party interventions, banking security, public–private partnerships, third-party intervention, banking fraud, public policy, crime prevention, experts' perceptions
This catalog-style synopsis examines the topic of practitioner perspectives on what works to prevent fraud against older adults, as discussed in the Journal of Economic Criminology. It aggregates viewpoints from professi...
