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Trojan Signatures in DNN Weights

Trojan Signatures in DNN Weights

7 September 2021
Gregg Fields
Mohammad Samragh
Mojan Javaheripi
F. Koushanfar
T. Javidi
    AAML
ArXiv (abs)PDFHTML

Papers citing "Trojan Signatures in DNN Weights"

13 / 13 papers shown
MergeGuard: Efficient Thwarting of Trojan Attacks in Machine Learning Models
MergeGuard: Efficient Thwarting of Trojan Attacks in Machine Learning Models
Soheil Zibakhsh Shabgahi
Yaman Jandali
F. Koushanfar
MoMeAAML
289
0
0
06 May 2025
Solving Trojan Detection Competitions with Linear Weight Classification
Solving Trojan Detection Competitions with Linear Weight Classification
Todd P. Huster
Peter Lin
Razvan Stefanescu
E. Ekwedike
R. Chadha
AAML
310
0
0
05 Nov 2024
Mitigating Backdoor Threats to Large Language Models: Advancement and
  Challenges
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges
Qin Liu
Wenjie Mo
Terry Tong
Lyne Tchapmi
Fei Wang
Chaowei Xiao
Muhao Chen
AAML
311
18
0
30 Sep 2024
Rethinking Backdoor Detection Evaluation for Language Models
Rethinking Backdoor Detection Evaluation for Language Models
Jun Yan
Wenjie Jacky Mo
Xiang Ren
Robin Jia
ELM
375
5
0
31 Aug 2024
DLP: towards active defense against backdoor attacks with decoupled
  learning process
DLP: towards active defense against backdoor attacks with decoupled learning process
Zonghao Ying
Bin Wu
AAML
381
14
0
18 Jun 2024
On Trojan Signatures in Large Language Models of Code
On Trojan Signatures in Large Language Models of Code
Aftab Hussain
Md Rafiqul Islam Rabin
Mohammad Amin Alipour
292
3
0
23 Feb 2024
Defenses in Adversarial Machine Learning: A Survey
Defenses in Adversarial Machine Learning: A Survey
Baoyuan Wu
Shaokui Wei
Mingli Zhu
Meixi Zheng
Zihao Zhu
Ruotong Wang
Hongrui Chen
Danni Yuan
Li Liu
Qingshan Liu
AAML
367
31
0
13 Dec 2023
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade DefenseConference on Computer and Communications Security (CCS), 2023
Hua Ma
Shang Wang
Yansong Gao
Zhi-Li Zhang
Huming Qiu
Minhui Xue
A. Abuadbba
Anmin Fu
Surya Nepal
Derek Abbott
AAML
360
15
0
01 Oct 2023
TIJO: Trigger Inversion with Joint Optimization for Defending Multimodal
  Backdoored Models
TIJO: Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored ModelsIEEE International Conference on Computer Vision (ICCV), 2023
Indranil Sur
Karan Sikka
Matthew Walmer
K. Koneripalli
Anirban Roy
Xiaoyu Lin
Ajay Divakaran
Susmit Jha
183
14
0
07 Aug 2023
Gradient Shaping: Enhancing Backdoor Attack Against Reverse Engineering
Gradient Shaping: Enhancing Backdoor Attack Against Reverse EngineeringNetwork and Distributed System Security Symposium (NDSS), 2023
Rui Zhu
Di Tang
Siyuan Tang
Guanhong Tao
Shiqing Ma
Luyi Xing
Haixu Tang
DD
327
7
0
29 Jan 2023
Towards A Critical Evaluation of Robustness for Deep Learning Backdoor
  Countermeasures
Towards A Critical Evaluation of Robustness for Deep Learning Backdoor CountermeasuresIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022
Huming Qiu
Hua Ma
Zhi-Li Zhang
A. Abuadbba
Wei Kang
Anmin Fu
Yansong Gao
ELMAAML
213
21
0
13 Apr 2022
An Adaptive Black-box Backdoor Detection Method for Deep Neural Networks
An Adaptive Black-box Backdoor Detection Method for Deep Neural Networks
Xinqiao Zhang
Huili Chen
Ke Huang
F. Koushanfar
AAML
267
1
0
08 Apr 2022
NTD: Non-Transferability Enabled Backdoor Detection
NTD: Non-Transferability Enabled Backdoor Detection
Yinshan Li
Hua Ma
Zhi-Li Zhang
Yansong Gao
A. Abuadbba
Anmin Fu
Yifeng Zheng
S. Al-Sarawi
Derek Abbott
AAML
217
6
0
22 Nov 2021
1
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