TrojanZoo: Towards Unified, Holistic, and Practical Evaluation of Neural Backdoors

Author:

Pang Ren1,Zhang Zheng1,Gao Xiangshan2,Xi Zhaohan1,Ji Shouling2,Cheng Peng2,Luo Xiapu3,Wang Ting1

Affiliation:

1. Pennsylvania State University

2. Zhejiang University

3. Hong Kong Polytechnic University

Funder

National Science Foundation

Publisher

IEEE

Reference73 articles.

1. Transferable Clean-Label Poisoning Attacks on Deep Neural Nets;zhu;Proc of the International Conference on Machine Learning (ICML),0

2. Trojaning Language Models for Fun and Profit;zhang;ArXiv e-prints,2020

3. Interpretable Deep Learning under Fire;zhang;Proceedings of USENIX Security Symposium (SEC),0

4. How Transferable Are Features in Deep Neural Networks?;yosinski;Proceedings of Advances in Neural Information Processing Systems (NeurIPS),0

5. Reflection Backdoor: A Natural Backdoor Attack on Deep Neural Networks

Cited by 11 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Exploring the vulnerability of self-supervised monocular depth estimation models;Information Sciences;2024-08

2. Universal Soldier: Using Universal Adversarial Perturbations for Detecting Backdoor Attacks;2024 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W);2024-06-24

3. Reproscreener: Leveraging LLMs for Assessing Computational Reproducibility of Machine Learning Pipelines;Proceedings of the 2nd ACM Conference on Reproducibility and Replicability;2024-06-18

4. DFaP: Data Filtering and Purification Against Backdoor Attacks;Lecture Notes in Computer Science;2024

5. Projan: A Probabilistic Trojan Attack on Deep Neural Networks;2024

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3