Backdoor Attack

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

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

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