ENTITY
Likelihood Ratio Attack
Likelihood Ratio Attack
PulseAugur coverage of Likelihood Ratio Attack — every cluster mentioning Likelihood Ratio Attack across labs, papers, and developer communities, ranked by signal.
Total · 30d
1
2 over 90d
Releases · 30d
0
0 over 90d
Papers · 30d
1
2 over 90d
TIER MIX · 90D
TOPICS
RECENT · PAGE 1/1 · 2 TOTAL
-
New method estimates AI model privacy risks without reference models
Researchers have developed a new method to estimate the vulnerability of AI models to membership inference attacks (MIAs) without needing to train separate reference models. This approach analyzes the loss distributions…
-
New research audits fairness-privacy trade-offs in ML subpopulations
A new study published on arXiv investigates the complex interplay between fairness-enhancing algorithms and privacy leakage in machine learning models. Researchers adapted the Likelihood Ratio Attack (LiRA) to audit pri…