A Multiparty Homomorphic Encryption Approach to Confidential Federated Kaplan Meier Survival Analysis
Authors: Narasimha Raghavan Veeraragavan, Svetlana Boudko, Jan Franz Nygård | Published: 2024-12-29
Privacy Protection
On Large Language Models in Mission-Critical IT Governance: Are We Ready Yet?
Authors: Matteo Esposito, Francesco Palagiano, Valentina Lenarduzzi, Davide Taibi | Published: 2024-12-16 | Updated: 2025-01-10
$(ε, δ)$-Differentially Private Partial Least Squares Regression
Authors: Ramin Nikzad-Langerodi, Mohit Kumar, Du Nguyen Duy, Mahtab Alghasi | Published: 2024-12-12
Intermediate Outputs Are More Sensitive Than You Think
Authors: Tao Huang, Qingyu Huang, Jiayang Meng | Published: 2024-12-01
TinyML NLP Scheme for Semantic Wireless Sentiment Classification with Privacy Preservation
Authors: Ahmed Y. Radwan, Mohammad Shehab, Mohamed-Slim Alouini | Published: 2024-11-09 | Updated: 2025-04-21
Privacy-Preserving Federated Learning with Differentially Private Hyperdimensional Computing
Authors: Fardin Jalil Piran, Zhiling Chen, Mohsen Imani, Farhad Imani | Published: 2024-11-02 | Updated: 2025-03-22
Privacy-Preserving Dynamic Assortment Selection
Authors: Young Hyun Cho, Will Wei Sun | Published: 2024-10-29
Federated Learning in Practice: Reflections and Projections
Authors: Katharine Daly, Hubert Eichner, Peter Kairouz, H. Brendan McMahan, Daniel Ramage, Zheng Xu | Published: 2024-10-11
Decoding Secret Memorization in Code LLMs Through Token-Level Characterization
Authors: Yuqing Nie, Chong Wang, Kailong Wang, Guoai Xu, Guosheng Xu, Haoyu Wang | Published: 2024-10-11
PILLAR: an AI-Powered Privacy Threat Modeling Tool
Authors: Majid Mollaeefar, Andrea Bissoli, Silvio Ranise | Published: 2024-10-11