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
Watermarking
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
Teacher Model Fingerprinting Attacks Against Transfer Learning
Authors: Yufei Chen, Chao Shen, Cong Wang, Yang Zhang | Published: 2021-06-23 | Updated: 2022-06-23
Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance
Authors: Jack W. Stokes, Paul England, Kevin Kane | Published: 2021-05-20
Simple Transparent Adversarial Examples
Authors: Jaydeep Borkar, Pin-Yu Chen | Published: 2021-05-20
Balboa: Bobbing and Weaving around Network Censorship
Authors: Marc B. Rosen, James Parker, Alex J. Malozemoff | Published: 2021-04-13
MalBERT: Using Transformers for Cybersecurity and Malicious Software Detection
Authors: Abir Rahali, Moulay A. Akhloufi | Published: 2021-03-05