3 papers
cs.CR2025
Permissioned LLMs: Enforcing Access Control in Large Language Models
Bargav Jayaraman, Virendra J. Marathe, Hamid Mozaffari +2
In enterprise settings, organizational data is segregated, siloed and carefully protected by elaborate access control frameworks. These access control structures can completely bre…
cs.LG2025
Measuring Déjà vu Memorization Efficiently
Narine Kokhlikyan, Bargav Jayaraman, Florian Bordes +2
Recent research has shown that representation learning models may accidentally memorize their training data. For example, the déjà vu method shows that for certain representation…
cs.CV2024
Déjà Vu Memorization in Vision-Language Models
Bargav Jayaraman, Chuan Guo, Kamalika Chaudhuri
Vision-Language Models (VLMs) have emerged as the state-of-the-art representation learning solution, with myriads of downstream applications such as image classification, retrieval…