PLAN: Variance-Aware Private Mean Estimation
Authors: Martin Aumüller, Christian Janos Lebeda, Boel Nelson, Rasmus Pagh | Published: 2023-06-14 | Updated: 2024-04-10
Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions
Authors: Abdulrahman Diaa, Lucas Fenaux, Thomas Humphries, Marian Dietz, Faezeh Ebrahimianghazani, Bailey Kacsmar, Xinda Li, Nils Lukas, Rasoul Akhavan Mahdavi, Simon Oya, Ehsan Amjadian, Florian Kerschbaum | Published: 2023-06-14 | Updated: 2024-04-16
Fairness and Privacy-Preserving in Federated Learning: A Survey
Authors: Taki Hasan Rafi, Faiza Anan Noor, Tahmid Hussain, Dong-Kyu Chae | Published: 2023-06-14 | Updated: 2023-07-14
Is there a Trojan! : Literature survey and critical evaluation of the latest ML based modern intrusion detection systems in IoT environments
Authors: Vishal Karanam | Published: 2023-06-14
Protecting User Privacy in Remote Conversational Systems: A Privacy-Preserving framework based on text sanitization
Authors: Zhigang Kan, Linbo Qiao, Hao Yu, Liwen Peng, Yifu Gao, Dongsheng Li | Published: 2023-06-14
ChatGPT vs. Lightweight Security: First Work Implementing the NIST Cryptographic Standard ASCON
Authors: Alvaro Cintas-Canto, Jasmin Kaur, Mehran Mozaffari-Kermani, Reza Azarderakhsh | Published: 2023-06-13
Theoretical Foundations of Adversarially Robust Learning
Authors: Omar Montasser | Published: 2023-06-13
Few-shot Multi-domain Knowledge Rearming for Context-aware Defence against Advanced Persistent Threats
Authors: Gaolei Li, Yuanyuan Zhao, Wenqi Wei, Yuchen Liu | Published: 2023-06-13 | Updated: 2023-06-14
Differentially Private One Permutation Hashing and Bin-wise Consistent Weighted Sampling
Authors: Xiaoyun Li, Ping Li | Published: 2023-06-13
SRATTA : Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning
Authors: Tanguy Marchand, Régis Loeb, Ulysse Marteau-Ferey, Jean Ogier du Terrail, Arthur Pignet | Published: 2023-06-13