FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model
Authors: Shuo Shao, Wenyuan Yang, Hanlin Gu, Zhan Qin, Lixin Fan, Qiang Yang, Kui Ren | Published: 2022-11-14 | Updated: 2024-03-02
Watermarking
Unlearning Graph Classifiers with Limited Data Resources
Authors: Chao Pan, Eli Chien, Olgica Milenkovic | Published: 2022-11-06 | Updated: 2023-07-01
Unclonability and Quantum Cryptanalysis: From Foundations to Applications
Authors: Mina Doosti | Published: 2022-10-31
Multi-view Representation Learning from Malware to Defend Against Adversarial Variants
Authors: James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen | Published: 2022-10-25
Towards Adversarial Purification using Denoising AutoEncoders
Authors: Dvij Kalaria, Aritra Hazra, Partha Pratim Chakrabarti | Published: 2022-08-29
Systematic Literature Review: Anti-Phishing Defences and Their Application to Before-the-click Phishing Email Detection
Authors: Trevor Wood, Vitor Basto-Fernandes, Eerke Boiten, Iryna Yevseyeva | Published: 2022-04-27
SoK: Privacy Preserving Machine Learning using Functional Encryption: Opportunities and Challenges
Authors: Prajwal Panzade, Daniel Takabi | Published: 2022-04-11 | Updated: 2022-09-02
SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders
Authors: Tianshuo Cong, Xinlei He, Yang Zhang | Published: 2022-01-27 | Updated: 2022-08-31
Guarding Machine Learning Hardware Against Physical Side-Channel Attacks
Authors: Anuj Dubey, Rosario Cammarota, Vikram Suresh, Aydin Aysu | Published: 2021-09-01
Wavelet Selection and Employment for Side-Channel Disassembly
Authors: Random Gwinn, Mark A. Matties, Aviel D. Rubin | Published: 2021-07-25