NET-SA: An Efficient Secure Aggregation Architecture Based on In-Network Computing
Authors: Qingqing Ren, Wen Wang, Shuyong Zhu, Zhiyuan Wu, Yujun Zhang | Published: 2025-01-02
セキュアな通信チャネル
SLIP: Securing LLMs IP Using Weights Decomposition
Authors: Yehonathan Refael, Adam Hakim, Lev Greenberg, Tal Aviv, Satya Lokam, Ben Fishman, Shachar Seidman | Published: 2024-07-15 | Updated: 2024-08-01
$$\mathbf{L^2\cdot M = C^2}$$ Large Language Models are Covert Channels
Authors: Simen Gaure, Stefanos Koffas, Stjepan Picek, Sondre Rønjom | Published: 2024-05-24 | Updated: 2024-10-07
Mitigating Communications Threats in Decentralized Federated Learning through Moving Target Defense
Authors: Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán | Published: 2023-07-21 | Updated: 2023-12-09
SAGE: Software-based Attestation for GPU Execution
Authors: Andrei Ivanov, Benjamin Rothenberger, Arnaud Dethise, Marco Canini, Torsten Hoefler, Adrian Perrig | Published: 2022-09-07
Multi-party Secure Broad Learning System for Privacy Preserving
Authors: Xiao-Kai Cao, Chang-Dong Wang, Jian-Huang Lai, Qiong Huang, C. L. Philip Chen | Published: 2022-06-22
6G White paper: Research challenges for Trust, Security and Privacy
Authors: Mika Ylianttila, Raimo Kantola, Andrei Gurtov, Lozenzo Mucchi, Ian Oppermann, Zheng Yan, Tri Hong Nguyen, Fei Liu, Tharaka Hewa, Madhusanka Liyanage, Ahmad Ijaz, Juha Partala, Robert Abbas, Artur Hecker, Sara Jayousi, Alessio Martinelli, Stefano Caputo, Jonathan Bechtold, Ivan Morales, Andrei Stoica, Giuseppe Abreu, Shahriar Shahabuddin, Erdal Panayirci, Harald Haas, Tanesh Kumar, Basak Ozan Ozparlak, Juha Röning | Published: 2020-04-24 | Updated: 2020-04-30
Federated Learning with Autotuned Communication-Efficient Secure Aggregation
Authors: Keith Bonawitz, Fariborz Salehi, Jakub Konečný, Brendan McMahan, Marco Gruteser | Published: 2019-11-30
Collaborative Homomorphic Computation on Data Encrypted under Multiple Keys
Authors: Asma Aloufi, Peizhao Hu | Published: 2019-11-11
Operator and Manufacturer Independent D2D Private Link for Future 5G Networks
Authors: Ayoub Mars, Ahmad Abadleh, Wael Adi | Published: 2019-11-01