Attack Evaluation

Luring of transferable adversarial perturbations in the black-box paradigm

Authors: Rémi Bernhard, Pierre-Alain Moellic, Jean-Max Dutertre | Published: 2020-04-10 | Updated: 2021-03-03
Robustness Improvement Method
Attack Evaluation
Adversarial Example
2020.04.10 2025.05.28
Literature Database

TOG: Targeted Adversarial Objectness Gradient Attacks on Real-time Object Detection Systems

Authors: Ka-Ho Chow, Ling Liu, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu | Published: 2020-04-09
Attack Evaluation
Vulnerability Assessment Method
Defense Method
2020.04.09 2025.05.28
Literature Database

Feature Partitioning for Robust Tree Ensembles and their Certification in Adversarial Scenarios

Authors: Stefano Calzavara, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando | Published: 2020-04-07
Robustness Evaluation
Attack Evaluation
Maximum Coverage Problem
2020.04.07 2025.05.28
Literature Database

An Overview of Federated Deep Learning Privacy Attacks and Defensive Strategies

Authors: David Enthoven, Zaid Al-Ars | Published: 2020-04-01
Poisoning
Attack Evaluation
Defense Method
2020.04.01 2025.05.28
Literature Database

Confidence-Calibrated Adversarial Training: Generalizing to Unseen Attacks

Authors: David Stutz, Matthias Hein, Bernt Schiele | Published: 2019-10-14 | Updated: 2020-06-30
Poisoning
Attack Evaluation
Adversarial Attack Methods
2019.10.14 2025.05.28
Literature Database

Eavesdrop the Composition Proportion of Training Labels in Federated Learning

Authors: Lixu Wang, Shichao Xu, Xiao Wang, Qi Zhu | Published: 2019-10-14 | Updated: 2019-10-27
Backdoor Attack
Poisoning
Attack Evaluation
2019.10.14 2025.05.28
Literature Database

Policy Poisoning in Batch Reinforcement Learning and Control

Authors: Yuzhe Ma, Xuezhou Zhang, Wen Sun, Xiaojin Zhu | Published: 2019-10-13 | Updated: 2019-10-31
Reinforcement Learning Environment
Attack Evaluation
Attackers and Malicious Devices
2019.10.13 2025.05.28
Literature Database

On Robustness of Neural Ordinary Differential Equations

Authors: Hanshu Yan, Jiawei Du, Vincent Y. F. Tan, Jiashi Feng | Published: 2019-10-12 | Updated: 2022-03-03
Model Design and Accuracy
Attack Evaluation
Effectiveness Analysis of Defense Methods
2019.10.12 2025.05.28
Literature Database

Extraction of Complex DNN Models: Real Threat or Boogeyman?

Authors: Buse Gul Atli, Sebastian Szyller, Mika Juuti, Samuel Marchal, N. Asokan | Published: 2019-10-11 | Updated: 2020-05-27
Out-of-Distribution Detection
Model Design and Accuracy
Attack Evaluation
2019.10.11 2025.05.28
Literature Database

Hear “No Evil”, See “Kenansville”: Efficient and Transferable Black-Box Attacks on Speech Recognition and Voice Identification Systems

Authors: Hadi Abdullah, Muhammad Sajidur Rahman, Washington Garcia, Logan Blue, Kevin Warren, Anurag Swarnim Yadav, Tom Shrimpton, Patrick Traynor | Published: 2019-10-11
Attack Evaluation
Adversarial Attack Methods
Speech Recognition Technology
2019.10.11 2025.05.28
Literature Database
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