LRD-MPC: Efficient MPC Inference through Low-rank Decomposition
Authors: Tingting Tang, Yongqin Wang, Murali Annavaram | Published: 2026-02-16
アルゴリズム
PAC to the Future: Zero-Knowledge Proofs of PAC Private Systems
Authors: Guilhem Repetto, Nojan Sheybani, Gabrielle De Micheli, Farinaz Koushanfar | Published: 2026-02-12
Cachemir: Fully Homomorphic Encrypted Inference of Generative Large Language Model with KV Cache
Authors: Ye Yu, Yifan Zhou, Yi Chen, Pedro Soto, Wenjie Xiong, Meng Li | Published: 2026-02-12
PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints
Authors: Jiahao Huo, Shuliang Liu, Bin Wang, Junyan Zhang, Yibo Yan, Aiwei Liu, Xuming Hu, Mingxun Zhou | Published: 2025-09-25
Coherence-driven inference for cybersecurity
Authors: Steve Huntsman | Published: 2025-09-23
Variables Ordering Optimization in Boolean Characteristic Set Method Using Simulated Annealing and Machine Learning-based Time Prediction
Authors: Minzhong Luo, Yudong Sun, Yin Long | Published: 2025-09-18
Differential Privacy in Federated Learning: Mitigating Inference Attacks with Randomized Response
Authors: Ozer Ozturk, Busra Buyuktanir, Gozde Karatas Baydogmus, Kazim Yildiz | Published: 2025-09-17
A Scalable Architecture for Efficient Multi-bit Fully Homomorphic Encryption
Authors: Jiaao Ma, Ceyu Xu, Lisa Wu Wills | Published: 2025-09-16
An Unsupervised Learning Approach For A Reliable Profiling Of Cyber Threat Actors Reported Globally Based On Complete Contextual Information Of Cyber Attacks
Authors: Sawera Shahid, Umara Noor, Zahid Rashid | Published: 2025-09-15
Inducing Uncertainty for Test-Time Privacy
Authors: Muhammad H. Ashiq, Peter Triantafillou, Hung Yun Tseng, Grigoris G. Chrysos | Published: 2025-09-15