Bicoptor: Two-round Secure Three-party Non-linear Computation without Preprocessing for Privacy-preserving Machine Learning
Authors: Lijing Zhou, Ziyu Wang, Hongrui Cui, Qingrui Song, Yu Yu | Published: 2022-10-05 | Updated: 2024-04-19
Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models
Authors: Fan Liu, Hao Liu, Wenzhao Jiang | Published: 2022-10-05
Split Federated Learning on Micro-controllers: A Keyword Spotting Showcase
Authors: Jingtao Li, Runcong Kuang | Published: 2022-10-04
On the Robustness of Deep Clustering Models: Adversarial Attacks and Defenses
Authors: Anshuman Chhabra, Ashwin Sekhari, Prasant Mohapatra | Published: 2022-10-04
Recycling Scraps: Improving Private Learning by Leveraging Intermediate Checkpoints
Authors: Virat Shejwalkar, Arun Ganesh, Rajiv Mathews, Yarong Mu, Shuang Song, Om Thakkar, Abhradeep Thakurta, Xinyi Zheng | Published: 2022-10-04 | Updated: 2024-09-17
Lightweight Strategy for XOR PUFs as Security Primitives for Resource-constrained IoT device
Authors: Gaoxiang Li, Khalid T. Mursi, Yu Zhuang | Published: 2022-10-04
Certified Data Removal in Sum-Product Networks
Authors: Alexander Becker, Thomas Liebig | Published: 2022-10-04
NeuDep: Neural Binary Memory Dependence Analysis
Authors: Kexin Pei, Dongdong She, Michael Wang, Scott Geng, Zhou Xuan, Yaniv David, Junfeng Yang, Suman Jana, Baishakhi Ray | Published: 2022-10-04
An Embarrassingly Simple Approach for Intellectual Property Rights Protection on Recurrent Neural Networks
Authors: Zhi Qin Tan, Hao Shan Wong, Chee Seng Chan | Published: 2022-10-03 | Updated: 2022-10-04
Distributed Non-Convex Optimization with One-Bit Compressors on Heterogeneous Data: Efficient and Resilient Algorithms
Authors: Ming Xiang, Lili Su | Published: 2022-10-03 | Updated: 2023-02-17