Simple Transparent Adversarial Examples
Authors: Jaydeep Borkar, Pin-Yu Chen | Published: 2021-05-20
敵対的攻撃
Incompatibility Clustering as a Defense Against Backdoor Poisoning Attacks
Authors: Charles Jin, Melinda Sun, Martin Rinard | Published: 2021-05-08 | Updated: 2023-04-27
Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning
Authors: Matthew Watson, Noura Al Moubayed | Published: 2021-05-05
Stochastic-HMDs: Adversarial Resilient Hardware Malware Detectors through Voltage Over-scaling
Authors: Md Shohidul Islam, Ihsen Alouani, Khaled N. Khasawneh | Published: 2021-03-11
BODAME: Bilevel Optimization for Defense Against Model Extraction
Authors: Yuto Mori, Atsushi Nitanda, Akiko Takeda | Published: 2021-03-11
TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack
Authors: Yam Sharon, David Berend, Yang Liu, Asaf Shabtai, Yuval Elovici | Published: 2021-03-10
Diagnosing Vulnerability of Variational Auto-Encoders to Adversarial Attacks
Authors: Anna Kuzina, Max Welling, Jakub M. Tomczak | Published: 2021-03-10 | Updated: 2021-05-06
Proof-of-Learning: Definitions and Practice
Authors: Hengrui Jia, Mohammad Yaghini, Christopher A. Choquette-Choo, Natalie Dullerud, Anvith Thudi, Varun Chandrasekaran, Nicolas Papernot | Published: 2021-03-09
Generating Black-Box Adversarial Examples in Sparse Domain
Authors: Hadi Zanddizari, Behnam Zeinali, J. Morris Chang | Published: 2021-01-22 | Updated: 2021-10-15
Voting based ensemble improves robustness of defensive models
Authors: Devvrit, Minhao Cheng, Cho-Jui Hsieh, Inderjit Dhillon | Published: 2020-11-28