Powering the Future of IoT: Federated Learning for Optimized Power Consumption and Enhanced Privacy
Authors: Ghazaleh Shirvani, Saeid Ghasemshirazi | Published: 2024-05-05
Privacy Protection
Confidential and Protected Disease Classifier using Fully Homomorphic Encryption
Authors: Aditya Malik, Nalini Ratha, Bharat Yalavarthi, Tilak Sharma, Arjun Kaushik, Charanjit Jutla | Published: 2024-05-05
Boosting Communication Efficiency of Federated Learning’s Secure Aggregation
Authors: Niousha Nazemi, Omid Tavallaie, Shuaijun Chen, Albert Y. Zomaya, Ralph Holz | Published: 2024-05-02
Privacy-Preserving UCB Decision Process Verification via zk-SNARKs
Authors: Xikun Jiang, He Lyu, Chenhao Ying, Yibin Xu, Boris Düdder, Yuan Luo | Published: 2024-04-18 | Updated: 2024-06-06
Distributed Federated Learning-Based Deep Learning Model for Privacy MRI Brain Tumor Detection
Authors: Lisang Zhou, Meng Wang, Ning Zhou | Published: 2024-04-15
Privacy at a Price: Exploring its Dual Impact on AI Fairness
Authors: Mengmeng Yang, Ming Ding, Youyang Qu, Wei Ni, David Smith, Thierry Rakotoarivelo | Published: 2024-04-15
Can LLMs get help from other LLMs without revealing private information?
Authors: Florian Hartmann, Duc-Hieu Tran, Peter Kairouz, Victor Cărbune, Blaise Aguera y Arcas | Published: 2024-04-01 | Updated: 2024-04-02
SocialGenPod: Privacy-Friendly Generative AI Social Web Applications with Decentralised Personal Data Stores
Authors: Vidminas Vizgirda, Rui Zhao, Naman Goel | Published: 2024-03-15
Towards Independence Criterion in Machine Unlearning of Features and Labels
Authors: Ling Han, Nanqing Luo, Hao Huang, Jing Chen, Mary-Anne Hartley | Published: 2024-03-12
Wildest Dreams: Reproducible Research in Privacy-preserving Neural Network Training
Authors: Tanveer Khan, Mindaugas Budzys, Khoa Nguyen, Antonis Michalas | Published: 2024-03-06