A Simple Solution for Homomorphic Evaluation on Large Intervals
Authors: John Chiang | Published: 2024-05-24
Computational Efficiency
PackVFL: Efficient HE Packing for Vertical Federated Learning
Authors: Liu Yang, Shuowei Cai, Di Chai, Junxue Zhang, Han Tian, Yilun Jin, Kun Guo, Kai Chen, Qiang Yang | Published: 2024-05-01
zkLLM: Zero Knowledge Proofs for Large Language Models
Authors: Haochen Sun, Jason Li, Hongyang Zhang | Published: 2024-04-24
Reconfigurable Edge Hardware for Intelligent IDS: Systematic Approach
Authors: Wadid Foudhaili, Anouar Nechi, Celine Thermann, Mohammad Al Johmani, Rainer Buchty, Mladen Berekovic, Saleh Mulhem | Published: 2024-04-13
Empowering Malware Detection Efficiency within Processing-in-Memory Architecture
Authors: Sreenitha Kasarapu, Sathwika Bavikadi, Sai Manoj Pudukotai Dinakarrao | Published: 2024-04-12
Privacy preserving layer partitioning for Deep Neural Network models
Authors: Kishore Rajasekar, Randolph Loh, Kar Wai Fok, Vrizlynn L. L. Thing | Published: 2024-04-11
Accurate Low-Degree Polynomial Approximation of Non-polynomial Operators for Fast Private Inference in Homomorphic Encryption
Authors: Jianming Tong, Jingtian Dang, Anupam Golder, Callie Hao, Arijit Raychowdhury, Tushar Krishna | Published: 2024-04-04 | Updated: 2024-05-07
Fluent: Round-efficient Secure Aggregation for Private Federated Learning
Authors: Xincheng Li, Jianting Ning, Geong Sen Poh, Leo Yu Zhang, Xinchun Yin, Tianwei Zhang | Published: 2024-03-10
OPAF: Optimized Secure Two-Party Computation Protocols for Nonlinear Activation Functions in Recurrent Neural Network
Authors: Qian Feng, Zhihua Xia, Zhifeng Xu, Jiasi Weng, Jian Weng | Published: 2024-03-01
Advancing SQL Injection Detection for High-Speed Data Centers: A Novel Approach Using Cascaded NLP
Authors: Kasim Tasdemir, Rafiullah Khan, Fahad Siddiqui, Sakir Sezer, Fatih Kurugollu, Sena Busra Yengec-Tasdemir, Alperen Bolat | Published: 2023-12-20