Topic
Data Memorization
Discover key takeaways from 2 podcast episodes about this topic.
Large Language ModelsPrivacy AuditingData Memorization
Jan 27, 2026Privacy Auditing of Large Language Models
Existing methods for privacy auditing in Large Language Models (LLMs) systematically underestimate worst-case data memorization, necessitating new canary strategies for effective empirical leakage detection.
G
Google TechTalks
Large Language Models (LLMs)Data MemorizationCopyright Infringement
Jan 27, 2026Evaluating Data Misuse in LLMs: Introducing Adversarial Compression Rate as a Metric of Memorization
This presentation introduces Adversarial Compression Rate (ACR) as a robust metric to quantify LLM memorization, addressing copyright concerns by focusing on the shortest prompt needed to elicit exact verbatim output.
G
Google TechTalks