Llm Safety

Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods

Comprehensive survey by Crothers, Japkowicz, and Viktor mapping the threat models and detection methods for machine-generated text, with emphasis on fairness and robustness. As generative models like ChatGPT become widely accessible, the gap between reliable detection and adversarial evasion has become one of the central unsolved problems in AI safety and content integrity.