Adversarial attack

Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning

Authors: Matthew Watson, Noura Al Moubayed | Published: 2021-05-05
Medical Image Analysis
Vulnerability of Adversarial Examples
Adversarial attack
2021.05.05 2025.05.28
Literature Database

Stochastic-HMDs: Adversarial Resilient Hardware Malware Detectors through Voltage Over-scaling

Authors: Md Shohidul Islam, Ihsen Alouani, Khaled N. Khasawneh | Published: 2021-03-11
Model Performance Evaluation
Reverse Engineering
Adversarial attack
2021.03.11 2025.05.28
Literature Database

BODAME: Bilevel Optimization for Defense Against Model Extraction

Authors: Yuto Mori, Atsushi Nitanda, Akiko Takeda | Published: 2021-03-11
Model Performance Evaluation
Adversarial attack
Selection and Evaluation of Optimization Algorithms
2021.03.11 2025.05.28
Literature Database

TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack

Authors: Yam Sharon, David Berend, Yang Liu, Asaf Shabtai, Yuval Elovici | Published: 2021-03-10
Attack Detection
Adversarial attack
Threat Model
2021.03.10 2025.05.28
Literature Database

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
Model Performance Evaluation
Adversarial attack
Vulnerability Analysis
2021.03.10 2025.05.28
Literature Database

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
Data Dependency
Model Performance Evaluation
Adversarial attack
2021.03.09 2025.05.28
Literature Database

Generating Black-Box Adversarial Examples in Sparse Domain

Authors: Hadi Zanddizari, Behnam Zeinali, J. Morris Chang | Published: 2021-01-22 | Updated: 2021-10-15
Performance Evaluation
Adversarial Example
Adversarial attack
2021.01.22 2025.05.28
Literature Database

Voting based ensemble improves robustness of defensive models

Authors: Devvrit, Minhao Cheng, Cho-Jui Hsieh, Inderjit Dhillon | Published: 2020-11-28
Model Performance Evaluation
Attack Type
Adversarial attack
2020.11.28 2025.05.28
Literature Database

Omni: Automated Ensemble with Unexpected Models against Adversarial Evasion Attack

Authors: Rui Shu, Tianpei Xia, Laurie Williams, Tim Menzies | Published: 2020-11-23 | Updated: 2021-10-12
Model Performance Evaluation
Adversarial Example
Adversarial attack
2020.11.23 2025.05.28
Literature Database

Adversarial Examples for $k$-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams

Authors: Chawin Sitawarin, Evgenios M. Kornaropoulos, Dawn Song, David Wagner | Published: 2020-11-19 | Updated: 2021-11-01
Performance Evaluation
Adversarial attack
Selection and Evaluation of Optimization Algorithms
2020.11.19 2025.05.28
Literature Database
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