Backdoor Attack

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