Backdoor Attack

Robust Audio Adversarial Example for a Physical Attack

Authors: Hiromu Yakura, Jun Sakuma | Published: 2018-10-28 | Updated: 2019-08-19
Backdoor Attack
Signal Processing Techniques
Adversarial Example
2018.10.28 2025.05.28
Literature Database

Have You Stolen My Model? Evasion Attacks Against Deep Neural Network Watermarking Techniques

Authors: Dorjan Hitaj, Luigi V. Mancini | Published: 2018-09-03
Backdoor Attack
Detection of Model Extraction Attacks
Transparency and Verification
2018.09.03 2025.05.28
Literature Database

Backdoor Embedding in Convolutional Neural Network Models via Invisible Perturbation

Authors: Cong Liao, Haoti Zhong, Anna Squicciarini, Sencun Zhu, David Miller | Published: 2018-08-30
Backdoor Attack
Backdoor Attack Mitigation
Robustness Analysis
2018.08.30 2025.05.28
Literature Database

Adversarial Robustness Toolbox v1.0.0

Authors: Maria-Irina Nicolae, Mathieu Sinn, Minh Ngoc Tran, Beat Buesser, Ambrish Rawat, Martin Wistuba, Valentina Zantedeschi, Nathalie Baracaldo, Bryant Chen, Heiko Ludwig, Ian M. Molloy, Ben Edwards | Published: 2018-07-03 | Updated: 2019-11-15
Backdoor Attack
Attack Evaluation
Adversarial Learning
2018.07.03 2025.05.28
Literature Database

Adversarial Attack on Graph Structured Data

Authors: Hanjun Dai, Hui Li, Tian Tian, Xin Huang, Lin Wang, Jun Zhu, Le Song | Published: 2018-06-06
Graph Representation Learning
Backdoor Attack
Certified Robustness
2018.06.06 2025.05.28
Literature Database

Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks

Authors: Ali Shafahi, W. Ronny Huang, Mahyar Najibi, Octavian Suciu, Christoph Studer, Tudor Dumitras, Tom Goldstein | Published: 2018-04-03 | Updated: 2018-11-10
Backdoor Attack
Poisoning
Detection of Poisonous Data
2018.04.03 2025.05.28
Literature Database

BEBP: An Poisoning Method Against Machine Learning Based IDSs

Authors: Pan Li, Qiang Liu, Wentao Zhao, Dongxu Wang, Siqi Wang | Published: 2018-03-11
Data Generation Method
Backdoor Attack
Detection of Poisonous Data
2018.03.11 2025.05.28
Literature Database

Generic Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers

Authors: Ishai Rosenberg, Asaf Shabtai, Lior Rokach, Yuval Elovici | Published: 2017-07-19 | Updated: 2018-06-24
Backdoor Attack
Dataset for Malware Classification
Certified Robustness
2017.07.19 2025.05.28
Literature Database

Fraternal Twins: Unifying Attacks on Machine Learning and Digital Watermarking

Authors: Erwin Quiring, Daniel Arp, Konrad Rieck | Published: 2017-03-16
Backdoor Attack
Attack Pattern Extraction
Defense Mechanism
2017.03.16 2025.05.28
Literature Database