情報理論的関係

Quantifying Information Disclosure During Gradient Descent Using Gradient Uniqueness

Authors: Mahmoud Abdelghafar, Maryam Aliakbarpour, Chris Jermaine | Published: 2025-10-13
Privacy Enhancing Technology
Model Protection Methods
情報理論的関係

Information-Theoretic Decentralized Secure Aggregation with Collusion Resilience

Authors: Xiang Zhang, Zhou Li, Shuangyang Li, Kai Wan, Derrick Wing Kwan Ng, Giuseppe Caire | Published: 2025-08-01 | Updated: 2025-10-22
Privacy Enhancing Protocol
情報理論的関係
Federated Learning

Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform

Authors: Jay Roberts, Kyle Mylonakis, Sidhartha Roy, Kaan Kale | Published: 2025-06-11
Privacy Enhancing Technology
Differential Privacy
情報理論的関係