Backdoor Techniques

Backdoor Techniques is a cybersecurity exploitation strategy that involves embedding covert, unauthorized access mechanisms into a system or software during its development or distribution, distinguishing it from other attack methods by enabling persistent bypass of normal authentication or security controls under attacker-controlled conditions.

423

Publications

27.1K

Citations

1.4K

Authors

360

Institutions

Publications per year

2017–2026

387

Parents

Adversary Tactics

Publications

423

Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks

Bolun Wang, Yuanshun Yao, Shawn Shan et al. · 2019 · 1.3K citations · Full text

Computing, Computer Engineering, Computer Science +14

BadNets: Evaluating Backdooring Attacks on Deep Neural Networks

Tianyu Gu, Kang Liu, Brendan Dolan-Gavitt et al. · IEEE Access · 2019 · 1.1K citations · Full text

Computing, Computer Science, Cybersecurity +16

BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

Tianyu Gu, Brendan Dolan-Gavitt, Siddharth Garg · arXiv (Cornell University) · 2017 · 1K citations · Full text

Computing, Cloud Computing, Computer Science +17

How To Backdoor Federated Learning

Eugene Bagdasaryan, Andreas Veit, Yiqing Hua et al. · arXiv (Cornell University) · 2018 · 707 citations · Full text

Computing, Computer Science, Cybersecurity +10

STRIP

Yansong Gao, Change Xu, Derui Wang et al. · 2019 · 671 citations

Computing, Computer Engineering, Computer Science +7

1–5 of 423

Authors

1.4K

YL
Yiming Li
Tsinghua University, China
17 publications · 1.2K citations
15
h-index
SX
Shu‐Tao Xia
Tsinghua University, China
15 publications · 1.2K citations
14
h-index
SM
Shiqing Ma
Purdue University West Lafayette, United States
12 publications · 896 citations
12
h-index
QW
Qian Wang
Wuhan University, China
11 publications · 516 citations
11
h-index
YJ
Yong Jiang
Tsinghua University, China
11 publications · 1K citations
11
h-index

1–5 of 1.4K

Institutions

360

1–8 of 360

Venues

arXiv (Cornell University)
Repository · 96 publications · 6.4K citations
36
h-index
IEEE Transactions on Information Forensics and Security
14 publications · 493 citations
14
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 15 publications · 585 citations
11
h-index
IEEE Transactions on Dependable and Secure Computing
TDSC · 10 publications · 474 citations
10
h-index
Computers & Security
8 publications · 233 citations
8
h-index

1–5