Publication Closed-Form Bounds for DP-SGD against Record-level Inference Giovanni Cherubin, Boris Köpf, Andrew Paverd, Shruti Tople, Lukas Wutschitz, Santiago Zanella-Béguelin USENIX Security Symposium | August 2024 Project
Publication Stealing Part of a Production Language Model Nicholas Carlini, Daniel Paleka, Krishnamurthy Dj Dvijotham, Thomas Steinke, Jonathan Hayase, A. Feder Cooper, Katherine Lee, Matthew Jagielski, Milad Nasr, Arthur Conmy, Itay Yona, Eric Wallace, David Rolnick, Florian Tramèr ICML 2024 | July 2024 Best Paper
Publication Intersecting-Boundary-Sensitive Fingerprinting for Tampering Detection of DNN Models Bin Benjamin Zhu International Conference on Machine Learning | July 2024
Publication TrustRate: A Decentralized Platform for Hijack-Resistant Anonymous Reviews Rohit Dwivedula, Sriram Sridhar, Sambhav Satija, Muthian Sivathanu, Nishanth Chandran , Divya Gupta, Satya Lokam July 2024 July 2024 https://arxiv.org/abs/2402.18386
Publication SLIP: Securing LLMs IP Using Weights Decomposition Yehonathan Refael, Adam Hakim, Lev Greenberg, Tal Aviv, Satya Lokam, Ben Fishman, Shachar Seidman ArXiv | July 2024
Publication VeriSMo: A Verified Security Module for Confidential VMs Ziqiao Zhou, Anjali, Weiteng Chen, Sishuai Gong, Chris Hawblitzel, Weidong Cui OSDI 2024 | July 2024 Jay Lepreau Best Paper Award Awarded Best Paper! Github Project
Publication Differentially Private Synthetic Data via Foundation Model APIs 2: Text Chulin Xie, Zinan Lin, Arturs Backurs, Sivakanth Gopi, Da Yu, Huseyin Inan, Harsha Nori, Haotian Jiang, Huishuai Zhang, Yin Tat Lee, Bo Li, Sergey Yekhanin ICML 2024 | July 2024 Spotlight Project
Publication LSKV: A Confidential Distributed Datastore to Protect Critical Data in the Cloud Andrew Jeffery, Julien Maffre, Heidi Howard, Richard Mortier July 2024 Project
Publication Statistic Maximal Leakage Shuaiqi Wang, Zinan Lin, Giulia Fanti IEEE International Symposium on Information Theory 2024 | July 2024 Project
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