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Privacy-preserving edge federated learning for intelligent mobile-health systems

• Authors : Aminifar, Amin; Shokri, Matin; Aminifar, Amir

Subjects: Edge federated learning; Mobile-health technologies; Privacy-preserving machine learning

• Source: Future Generation Computer Systems. 161:625-637

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A Privacy-Preserving Distributed Greedy Framework to Desynchronize Power Consumption in a Network of Thermostatically Controlled Loads

• Authors : Kaheni, Kaheni; Papadopoulos, Alessandro, Professor; Usai, E.

Subjects: Demand response; distributed optimization; greedy control

• Source: IEEE Transactions on Control Systems Technology. 32(6):2476-2483

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Privacy-Preserving Cyberattack Detection in Blockchain-Based IoT Systems Using AI and Homomorphic Encryption

• Authors : Manh, Bui Duc; Nguyen, Chi-Hieu; Hoang, Dinh Thai

Subjects: Computer Science - Cryptography and Security

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RemoteRAG: A Privacy-Preserving LLM Cloud RAG Service

• Authors : Cheng, Yihang; Zhang, Lan; Wang, Junyang

Subjects: Computer Science - Information Retrieval; Computer Science - Cryptography and Security

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Privacy-Preserving Brain-Computer Interfaces: A Systematic Review

• Authors : Xia, K.; Duch, W.; Sun, Y.

Subjects: Computer Science - Human-Computer Interaction

• Source: IEEE Trans. on Computational Social Systems, 10(5):2312-2324, 2023

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Centaur: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference

• Authors : Luo, Jinglong; Chen, Guanzhong; Zhang, Yehong

Subjects: Computer Science - Machine Learning; Computer Science - Cryptography and Security

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Privacy-Preserving Customer Support: A Framework for Secure and Scalable Interactions

• Authors : Awasthi, Anant Prakash; Singh, Chandraketu; Varma, Rakshit

Subjects: Computer Science - Machine Learning; Computer Science - Cryptography and Security; Statistics - Applications

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Privacy-Preserving Large Language Models: Mechanisms, Applications, and Future Directions

• Authors : Zhao, Guoshenghui; Song, Eric

Subjects: Computer Science - Cryptography and Security; Computer Science - Artificial Intelligence

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A Differentially Private Kaplan-Meier Estimator for Privacy-Preserving Survival Analysis

• Authors : Veeraragavan, Narasimha Raghavan; Karimireddy, Sai Praneeth; Nygård, Jan Franz

Subjects: Computer Science - Cryptography and Security; Computer Science - Machine Learning

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Multi-Layer Privacy-Preserving Record Linkage with Clerical Review based on gradual information disclosure

• Authors : Rohde, Florens; Christen, Victor; Franke, Martin

Subjects: Computer Science - Cryptography and Security; Computer Science - Databases; Computer Science - Machine Learning

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