Michael Backes

A new framework controls in-context learning to prevent misuse in AI models.

Examining the threats posed by autonomous language model agents and their weaknesses.

Examining the effects of updates on safety, bias, and authenticity in image generation.

Examining how important data points attract more security risks in machine learning.

Examining how SSL models memorize data points and its implications.