DESET Research & Insights
Curated resources on LLM security — vulnerabilities, attack vectors, and defense mechanisms.
OWASP
OWASPit a Top 10 Risk & Mitigations
The definitive list of the most critical security risks in LLM applications, from prompt injection to model denial of service.
Read article →Lakera
Gandalf — Prompt Injection Challenge
An interactive game by Lakera where you try to trick an LLM into revealing a secret password through increasingly difficult levels.
Read article →arXiv
SmoothLLM: Defending Against Jailbreaking Attacks
Research paper introducing character-level perturbation as a defense against adversarial attacks on large language models.
Read article →Simon Willison
Prompt Injection Explained
A comprehensive overview of prompt injection as the fundamental security flaw in LLM applications, with real-world examples and implications.
Read article →