Abstract is missing.
- Introduction to Secure Collaborative Intelligence (SCI) LabPu Duan. 1 [doi]
- Engineering Privacy-Preserving Machine Learning ProtocolsThomas Schneider. 3-4 [doi]
- MC2: A Secure Collaborative Computation PlatformRaluca Ada Popa. 5 [doi]
- Zero-Knowledge Proofs for Machine LearningYupeng Zhang. 7 [doi]
- CryptoSPN: Expanding PPML beyond Neural NetworksAmos Treiber, Alejandro Molina 0001, Christian Weinert, Thomas Schneider 0003, Kristian Kersting. 9-14 [doi]
- Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential PrivacyTom Farrand, Fatemehsadat Mireshghallah, Sahib Singh, Andrew Trask. 15-19 [doi]
- Secure Collaborative Training and Inference for XGBoostAndrew Law, Chester Leung, Rishabh Poddar, Raluca Ada Popa, Chenyu Shi, Octavian Sima, Chaofan Yu, Xingmeng Zhang, Wenting Zheng. 21-26 [doi]
- Delphi: A Cryptographic Inference System for Neural NetworksPratyush Mishra, Ryan Lehmkuhl, Akshayaram Srinivasan, Wenting Zheng, Raluca Ada Popa. 27-30 [doi]
- Information Leakage by Model Weights on Federated LearningXiaoyun Xu, JingZheng Wu, Mutian Yang, Tianyue Luo, Xu Duan, Weiheng Li, Yanjun Wu, Bin Wu. 31-36 [doi]
- Adversarial Detection on Graph Structured DataJinyin Chen, Huiling Xu, Jinhuan Wang, Qi Xuan, Xuhong Zhang 0005. 37-41 [doi]
- MP2ML: A Mixed-Protocol Machine Learning Framework for Private InferenceFabian Boemer, Rosario Cammarota, Daniel Demmler, Thomas Schneider 0003, Hossein Yalame. 43-45 [doi]
- Faster Secure Multiparty Computation of Adaptive Gradient DescentWen-Jie Lu, Yixuan Fang, Zhicong Huang, Cheng Hong, Chaochao Chen 0001, Hunter Qu, Yajin Zhou, Kui Ren 0001. 47-49 [doi]
- SVM Learning for Default Prediction of Credit Card under Differential PrivacyJianping Cai, Ximeng Liu, Yingjie Wu. 51-53 [doi]
- A Systematic Comparison of Encrypted Machine Learning Solutions for Image ClassificationVeneta Haralampieva, Daniel Rueckert, Jonathan Passerat-Palmbach. 55-59 [doi]
- Privacy-Preserving in Defending against Membership Inference AttacksZuobin Ying, Yun Zhang, Ximeng Liu. 61-63 [doi]
- TinyGarble2: Smart, Efficient, and Scalable Yao's Garble CircuitSiam U. Hussain, Baiyu Li, Farinaz Koushanfar, Rosario Cammarota. 65-67 [doi]