# hallucination
11 articlestagged with “hallucination”
Function Hallucination Exploitation
Exploit model tendency to hallucinate function calls to non-existent APIs for information disclosure.
Case Study: Lawyer Hallucinated Citations
Analysis of the Mata v. Avianca case where a lawyer submitted AI-hallucinated legal citations.
Air Canada Chatbot Hallucination Legal Case
Analysis of the Air Canada chatbot case where a customer was awarded compensation after the airline's AI chatbot fabricated a bereavement fare policy. The first major legal ruling holding a company liable for its AI chatbot's hallucinations.
Misinformation Generation
Weaponizing LLMs to produce convincing false content at scale, including fake articles, automated propaganda, and hallucination exploitation.
Legal Research Poisoning
Adversarial attacks on AI-powered legal research platforms: citation hallucination exploitation, case law database poisoning, precedent manipulation, and adversarial brief generation targeting opposing counsel's AI tools.
Legal AI Hallucination Risks
Analysis of hallucination risks in legal AI systems and real-world incidents of fabricated citations.
Lab: Hallucination Detection Basics
Learn to detect and trigger hallucinations in LLM outputs including factual errors, fabricated citations, and invented APIs.
Lab: Citation Fabrication
Hands-on lab for getting RAG systems to cite documents that don't exist or misattribute quotes to legitimate sources.
Lab: Exploiting LLM Hallucinations
Exploit hallucination tendencies to trigger fabricated tool calls, invented API endpoints, and false fact injection.
Simulation: Legal AI Red Team
Red team engagement simulation targeting an AI-powered legal research and contract analysis platform, covering citation hallucination, privilege leakage, and adversarial clause injection.
Hallucination Detection
Step-by-step walkthrough for detecting and flagging hallucinated content in LLM outputs, covering factual grounding checks, self-consistency verification, source attribution validation, and confidence scoring.