Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains
Authors: Nikita Tsoy, Anna Mihalkova, Teodora Todorova, Nikola Konstantinov | Published: 2024-03-11 | Updated: 2024-11-07
Stealing Part of a Production Language Model
Authors: 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 | Published: 2024-03-11 | Updated: 2024-07-09
DNNShield: Embedding Identifiers for Deep Neural Network Ownership Verification
Authors: Jasper Stang, Torsten Krauß, Alexandra Dmitrienko | Published: 2024-03-11
Fake or Compromised? Making Sense of Malicious Clients in Federated Learning
Authors: Hamid Mozaffari, Sunav Choudhary, Amir Houmansadr | Published: 2024-03-10
Cross-ecosystem categorization: A manual-curation protocol for the categorization of Java Maven libraries along Python PyPI Topics
Authors: Ranindya Paramitha, Yuan Feng, Fabio Massacci, Carlos E. Budde | Published: 2024-03-10
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
DP-TabICL: In-Context Learning with Differentially Private Tabular Data
Authors: Alycia N. Carey, Karuna Bhaila, Kennedy Edemacu, Xintao Wu | Published: 2024-03-08
EdgeLeakage: Membership Information Leakage in Distributed Edge Intelligence Systems
Authors: Kongyang Chen, Yi Lin, Hui Luo, Bing Mi, Yatie Xiao, Chao Ma, Jorge Sá Silva | Published: 2024-03-08
On Protecting the Data Privacy of Large Language Models (LLMs): A Survey
Authors: Biwei Yan, Kun Li, Minghui Xu, Yueyan Dong, Yue Zhang, Zhaochun Ren, Xiuzhen Cheng | Published: 2024-03-08 | Updated: 2024-03-14
ZTRAN: Prototyping Zero Trust Security xApps for Open Radio Access Network Deployments
Authors: Aly S. Abdalla, Joshua Moore, Nisha Adhikari, Vuk Marojevic | Published: 2024-03-06