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With the broad application of deep neural networks (DNNs), backdoor attacks have gradually attracted attention.
Image processing, analysis and machine vision
Milan Sonka, Václav Hlavác, and Roger D. Boyle · 1993
Earlier work this paper cites.
Gradient-based learning applied to document recognition
Yann LeCun, Léon Bottou, Yoshua Bengio, and Patrick Haffner · 1998
Earlier work this paper cites.
Learning multiple layers of features from tiny images
Alex Krizhevsky, Geoffrey Hinton, et al · 2009
Earlier work this paper cites.
An analysis of single-layer networks in unsupervised feature learning
Adam Coates, A. Ng, and Honglak Lee · 2011
Earlier work this paper cites.
The german traffic sign recognition benchmark: a multi-class classification competition
Johannes Stallkamp, Marc Schlipsing, Jan Salmen, and Christian Igel · 2011
Earlier work this paper cites.
Distributed representations of words and phrases and their compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen, Gregory S. Corrado, and Jeffrey Dean · 2013
Earlier work this paper cites.
Intriguing properties of neural networks
C. Szegedy, W. Zaremba, I. Sutskever, J. Bruna, D. Erhan, I. Goodfellow, and R. Fergus · 2013
Earlier work this paper cites.
Yuv vs rgb-choosing a color space for human-machine interaction
Michal Podpora, Grzegorz Pawel Korbas, and Aleksandra Kawala-Janik · 2014
Earlier work this paper cites.
Deep face recognition
Omkar M Parkhi, Andrea Vedaldi, and Andrew Zisserman · 2015
Earlier work this paper cites.
Faster r-cnn: Towards real-time object detection with region proposal networks
Shaoqing Ren, Kaiming He, Ross B. Girshick, and Jian Sun · 2015
Earlier work this paper cites.
Facenet: A unified embedding for face recognition and clustering
Florian Schroff, Dmitry Kalenichenko, and James Philbin · 2015
Earlier work this paper cites.
Deep residual learning for image recognition
Kaiming He, X. Zhang, Shaoqing Ren, and Jian Sun · 2016
Earlier work this paper cites.
context2vec: Learning generic context embedding with bidirectional lstm
Oren Melamud, Jacob Goldberger, and Ido Dagan · 2016
Earlier work this paper cites.
You only look once: Unified, real-time object detection
Joseph Redmon, Santosh Kumar Divvala, Ross B. Girshick, and Ali Farhadi · 2016
Earlier work this paper cites.
https://github.com/ApolloAuto/apollo
Baidu apollo team (2017), apollo: Open source autonomous driving · 2017
Earlier work this paper cites.
Targeted backdoor attacks on deep learning systems using data poisoning
Xinyun Chen, Chang Liu, Bo Li, Kimberly Lu, and Dawn Xiaodong Song · 2017
Earlier work this paper cites.
Allennlp: A deep semantic natural language processing platform
Matt Gardner, Joel Grus, Mark Neumann, Oyvind Tafjord, Pradeep Dasigi, Nelson F. Liu, Matthew Peters, Michael Schmitz, and Luke S. Zettlemoyer · 2017
Earlier work this paper cites.
Semi-supervised classification with graph convolutional networks
Thomas Kipf and Max Welling · 2017
Earlier work this paper cites.
Grad-cam: Visual explanations from deep networks via gradient-based localization
Ramprasaath R Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, and Dhruv Batra · 2017
Earlier work this paper cites.
Faster neural networks straight from jpeg
Lionel Gueguen, Alexander Sergeev, Benjamin J. Kadlec, Rosanne Liu, and Jason Yosinski · 2018
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Trojaning attack on neural networks
Yingqi Liu, Shiqing Ma, Yousra Aafer, Wen-Chuan Lee, Juan Zhai, Weihang Wang, and X. Zhang · 2018
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Fda backs clinician-free ai imaging diagnostic tools
M. Ratner · 2018
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Spectral signatures in backdoor attacks
Brandon Tran, Jerry Li, and Aleksander Madry · 2018
Cited alongside, same era.
Clean-label backdoor attacks
Alexander Turner, Dimitris Tsipras, and Aleksander Madry · 2018
Cited alongside, same era.
Self-supervised learning of a facial attribute embedding from video
Olivia Wiles, A. Sophia Koepke, and Andrew Zisserman · 2018
Cited alongside, same era.
Improved baselines with momentum contrastive learning
Xinlei Chen, Haoqi Fan, Ross B. Girshick, and Kaiming He · 2020
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Sentinet: Detecting localized universal attacks against deep learning systems
Edward Chou, Florian Tramèr, and Giancarlo Pellegrino · 2020
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Februus: Input purification defense against trojan attacks on deep neural network systems
Bao Gia Doan, Ehsan Abbasnejad, and Damith Chinthana Ranasinghe · 2020
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Reflection backdoor: A natural backdoor attack on deep neural networks
Yunfei Liu, Xingjun Ma, James Bailey, and Feng Lu · 2020
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High-frequency component helps explain the generalization of convolutional neural networks
Haohan Wang, Xindi Wu, Pengcheng Yin, and Eric P. Xing · 2020
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Chaowei Xiao, Bo Li, Jun-Yan Zhu, Warren He, M. Liu, and Dawn Xiaodong Song · 2018
Cited alongside, same era.
A new backdoor attack in cnns by training set corruption without label poisoning
Mauro Barni, Kassem Kallas, and Benedetta Tondi · 2019
Cited alongside, same era.
Detecting backdoor attacks on deep neural networks by activation clustering
Bryant Chen, Wilka Carvalho, Nathalie Baracaldo, Heiko Ludwig, Ben Edwards, Taesung Lee, Ian Molloy, and B. Srivastava · 2019
Cited alongside, same era.
Badnets: Evaluating backdooring attacks on deep neural networks
Tianyu Gu, Kang Liu, Brendan Dolan-Gavitt, and Siddharth Garg · 2019
Cited alongside, same era.
Tabor: A highly accurate approach to inspecting and restoring trojan backdoors in ai systems
Wenbo Guo, Lun Wang, Xinyu Xing, Min Du, and Dawn Xiaodong Song · 2019
Cited alongside, same era.
Abs: Scanning neural networks for back-doors by artificial brain stimulation
Yingqi Liu, Wen-Chuan Lee, Guanhong Tao, Shiqing Ma, Yousra Aafer, and X. Zhang · 2019
Cited alongside, same era.
Learning in the frequency domain
Kai Xu, Minghai Qin, Fei Sun, Yuhao Wang, Yen kuang Chen, and Fengbo Ren · 2020
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Frequency principle: Fourier analysis sheds light on deep neural networks
Zhi-Qin John Xu, Yaoyu Zhang, Tao Luo, Yan Xiao, and Zheng Ma · 2020
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Speaker recognition based on deep learning: An overview
Zhongxin Bai and Xiao-Lei Zhang · 2021
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Poisoning and backdooring contrastive learning
Nicholas Carlini and A. Terzis · 2021
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Check your other door! creating backdoor attacks in the frequency domain
Hasan Abed Al Kader Hammoud and Bernard Ghanem · 2021
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Badencoder: Backdoor attacks to pre-trained encoders in self-supervised learning
Jinyuan Jia, Yupei Liu, and Neil Zhenqiang Gong · 2021
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Self-supervised pillar motion learning for autonomous driving
Chenxu Luo, Xiaodong Yang, and Alan Loddon Yuille · 2021
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Theory of the frequency principle for general deep neural networks
Tao Luo, Zheng Ma, Zhi-Qin John Xu, and Yaoyu Zhang · 2021
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Learning transferable visual models from natural language supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, Gretchen Krueger, and Ilya Sutskever · 2021
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Backdoor attacks on self-supervised learning
Aniruddha Saha, Ajinkya Tejankar, Soroush Abbasi Koohpayegani, and Hamed Pirsiavash · 2021
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Self-supervised speaker recognition with loss-gated learning
Ruijie Tao, Kong-Aik Lee, Rohan Kumar Das, Ville Hautamaki, and Haizhou Li · 2021
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Backdoor attack through frequency domain
Tong Wang, Yuan Yao, Feng Xu, Shengwei An, Hanghang Tong, and Ting Wang · 2021
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Rethinking the backdoor attacks’ triggers: A frequency perspective
Yi Zeng, Won Park, Zhuoqing Morley Mao, and R. Jia · 2021
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