@inproceedings{bb145200,
        AUTHOR = "Xu, J. and Li, Y. and Jiang, Y. and Xia, S.T.",
        TITLE = "Adversarial Defense Via Local Flatness Regularization",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2196-2200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141179"}

@inproceedings{bb145201,
        AUTHOR = "Maung, M. and Pyone, A. and Kiya, H.",
        TITLE = "Encryption Inspired Adversarial Defense For Visual Classification",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1681-1685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141180"}

@inproceedings{bb145202,
        AUTHOR = "Shah, S.A.A. and Bougre, M. and Akhtar, N. and Bennamoun, M. and Zhang, L.",
        TITLE = "Efficient Detection of Pixel-Level Adversarial Attacks",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "718-722",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141181"}

@inproceedings{bb145203,
        AUTHOR = "Jia, S. and Ma, C. and Song, Y.B. and Yang, X.K.",
        TITLE = "Robust Tracking Against Adversarial Attacks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIX:69-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141182"}

@inproceedings{bb145204,
        AUTHOR = "Mao, C.Z. and Cha, A. and Gupta, A. and Wang, H. and Yang, J.F. and Vondrick, C.",
        TITLE = "Generative Interventions for Causal Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "3946-3955",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141183"}

@inproceedings{bb145205,
        AUTHOR = "Mao, C.Z. and Gupta, A. and Nitin, V. and Ray, B. and Song, S. and Yang, J.F. and Vondrick, C.",
        TITLE = "Multitask Learning Strengthens Adversarial Robustness",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "II:158-174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141184"}

@inproceedings{bb145206,
        AUTHOR = "Li, S.S. and Zhu, S.T. and Paul, S. and Roy Chowdhury, A.K. and Song, C.Y. and Krishnamurthy, S. and Swami, A. and Chan, K.S.",
        TITLE = "Connecting the Dots: Detecting Adversarial Perturbations Using Context
Inconsistency",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIII:396-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141185"}

@inproceedings{bb145207,
        AUTHOR = "Li, Y. and Cheng, S.Y. and Su, H. and Zhu, J.",
        TITLE = "Defense Against Adversarial Attacks via Controlling Gradient Leaking on
Embedded Manifolds",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVIII:753-769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141186"}

@inproceedings{bb145208,
        AUTHOR = "Rounds, J. and Kingsland, A. and Henry, M.J. and Duskin, K.R.",
        TITLE = "Probing for Artifacts: Detecting Imagenet Model Evasions",
        BOOKTITLE = AML-CV20,
        YEAR = "2020",
        PAGES = "3432-3441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141187"}

@inproceedings{bb145209,
        AUTHOR = "Kariyappa, S. and Qureshi, M.K.",
        TITLE = "Defending Against Model Stealing Attacks With Adaptive Misinformation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "767-775",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141188"}

@inproceedings{bb145210,
        AUTHOR = "Mohapatra, J. and Weng, T. and Chen, P. and Liu, S. and Daniel, L.",
        TITLE = "Towards Verifying Robustness of Neural Networks Against A Family of
Semantic Perturbations",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "241-249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141189"}

@inproceedings{bb145211,
        AUTHOR = "Wu, M. and Kwiatkowska, M.",
        TITLE = "Robustness Guarantees for Deep Neural Networks on Videos",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "308-317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141190"}

@inproceedings{bb145212,
        AUTHOR = "Chan, A. and Tay, Y. and Ong, Y.",
        TITLE = "What It Thinks Is Important Is Important: Robustness Transfers
Through Input Gradients",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "329-338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141191"}

@inproceedings{bb145213,
        AUTHOR = "Zhang, L. and Yu, M. and Chen, T. and Shi, Z. and Bao, C. and Ma, K.",
        TITLE = "Auxiliary Training: Towards Accurate and Robust Models",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "369-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141192"}

@inproceedings{bb145214,
        AUTHOR = "Saha, A. and Subramanya, A. and Patil, K. and Pirsiavash, H.",
        TITLE = "Role of Spatial Context in Adversarial Robustness for Object
Detection",
        BOOKTITLE = AML-CV20,
        YEAR = "2020",
        PAGES = "3403-3412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141193"}

@inproceedings{bb145215,
        AUTHOR = "Jefferson, B. and Marrero, C.O.",
        TITLE = "Robust Assessment of Real-World Adversarial Examples",
        BOOKTITLE = AML-CV20,
        YEAR = "2020",
        PAGES = "3442-3449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141194"}

@inproceedings{bb145216,
        AUTHOR = "Goel, A. and Agarwal, A. and Vatsa, M. and Singh, R. and Ratha, N.K.",
        TITLE = "DNDNet: Reconfiguring CNN for Adversarial Robustness",
        BOOKTITLE = TCV20,
        YEAR = "2020",
        PAGES = "103-110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141195"}

@inproceedings{bb145217,
        AUTHOR = "Cohen, G. and Sapiro, G. and Giryes, R.",
        TITLE = "Detecting Adversarial Samples Using Influence Functions and Nearest
Neighbors",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14441-14450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141196"}

@inproceedings{bb145218,
        AUTHOR = "Rahnama, A. and Nguyen, A.T. and Raff, E.",
        TITLE = "Robust Design of Deep Neural Networks Against Adversarial Attacks
Based on Lyapunov Theory",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8175-8184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141197"}

@inproceedings{bb145219,
        AUTHOR = "Zhao, Y. and Wu, Y. and Chen, C. and Lim, A.",
        TITLE = "On Isometry Robustness of Deep 3D Point Cloud Models Under
Adversarial Attacks",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1198-1207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141198"}

@inproceedings{bb145220,
        AUTHOR = "Gowal, S. and Qin, C. and Huang, P. and Cemgil, T. and Dvijotham, K. and Mann, T. and Kohli, P.",
        TITLE = "Achieving Robustness in the Wild via Adversarial Mixing With
Disentangled Representations",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1208-1217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141199"}

@inproceedings{bb145221,
        AUTHOR = "Jeddi, A. and Shafiee, M.J. and Karg, M. and Scharfenberger, C. and Wong, A.",
        TITLE = "Learn2Perturb: An End-to-End Feature Perturbation Learning to Improve
Adversarial Robustness",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1238-1247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141200"}

@inproceedings{bb145222,
        AUTHOR = "Addepalli, S. and Vivek, B.S. and Baburaj, A. and Sriramanan, G. and Babu, R.V.",
        TITLE = "Towards Achieving Adversarial Robustness by Enforcing Feature
Consistency Across Bit Planes",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1017-1026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141201"}

@inproceedings{bb145223,
        AUTHOR = "Yuan, J. and He, Z.",
        TITLE = "Ensemble Generative Cleaning With Feedback Loops for Defending
Adversarial Attacks",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "578-587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141202"}

@inproceedings{bb145224,
        AUTHOR = "Guo, M. and Yang, Y. and Xu, R. and Liu, Z. and Lin, D.",
        TITLE = "When NAS Meets Robustness: In Search of Robust Architectures Against
Adversarial Attacks",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "628-637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141203"}

@inproceedings{bb145225,
        AUTHOR = "Chen, T. and Liu, S. and Chang, S. and Cheng, Y. and Amini, L. and Wang, Z.",
        TITLE = "Adversarial Robustness:
From Self-Supervised Pre-Training to Fine-Tuning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "696-705",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141204"}

@inproceedings{bb145226,
        AUTHOR = "Lee, S. and Lee, H. and Yoon, S.",
        TITLE = "Adversarial Vertex Mixup: Toward Better Adversarially Robust
Generalization",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "269-278",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141205"}

@inproceedings{bb145227,
        AUTHOR = "Dong, Y. and Fu, Q. and Yang, X. and Pang, T. and Su, H. and Xiao, Z. and Zhu, J.",
        TITLE = "Benchmarking Adversarial Robustness on Image Classification",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "318-328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141206"}

@inproceedings{bb145228,
        AUTHOR = "Xiao, C. and Zheng, C.",
        TITLE = "One Man's Trash Is Another Man's Treasure:
Resisting Adversarial Examples by Adversarial Examples",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "409-418",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141207"}

@inproceedings{bb145229,
        AUTHOR = "Naseer, M. and Khan, S. and Hayat, M. and Khan, F.S. and Porikli, F.M.",
        TITLE = "A Self-supervised Approach for Adversarial Robustness",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "259-268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141208"}

@inproceedings{bb145230,
        AUTHOR = "Zhao, Y. and Tian, Y. and Fowlkes, C. and Shen, W. and Yuille, A.L.",
        TITLE = "Resisting Large Data Variations via Introspective Transformation
Network",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "3069-3078",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141209"}

@inproceedings{bb145231,
        AUTHOR = "Kim, D.H. and Bargal, S.A. and Zhang, J.M. and Sclaroff, S.",
        TITLE = "Multi-way Encoding for Robustness",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "1341-1349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141210"}

@inproceedings{bb145232,
        AUTHOR = "Folz, J. and Palacio, S. and Hees, J. and Dengel, A.",
        TITLE = "Adversarial Defense based on Structure-to-Signal Autoencoders",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "3568-3577",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141211"}

@inproceedings{bb145233,
        AUTHOR = "Zheng, S. and Zhu, Z. and Zhang, X. and Liu, Z. and Cheng, J. and Zhao, Y.",
        TITLE = "Distribution-Induced Bidirectional Generative Adversarial Network for
Graph Representation Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "7222-7231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141212"}

@inproceedings{bb145234,
        AUTHOR = "Benz, P. and Zhang, C.N. and Imtiaz, T. and Kweon, I.S.",
        TITLE = "Double Targeted Universal Adversarial Perturbations",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "IV:284-300",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141213"}

@inproceedings{bb145235,
        AUTHOR = "Zhang, C.N. and Benz, P. and Imtiaz, T. and Kweon, I.S.",
        TITLE = "Understanding Adversarial Examples From the Mutual Influence of
Images and Perturbations",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14509-14518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141214"}

@inproceedings{bb145236,
        AUTHOR = "Xie, C. and Tan, M. and Gong, B. and Wang, J. and Yuille, A.L. and Le, Q.V.",
        TITLE = "Adversarial Examples Improve Image Recognition",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "816-825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141215"}

@inproceedings{bb145237,
        AUTHOR = "Dabouei, A. and Soleymani, S. and Taherkhani, F. and Dawson, J. and Nasrabadi, N.M.",
        TITLE = "SmoothFool: An Efficient Framework for Computing Smooth Adversarial
Perturbations",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2654-2663",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141216"}

@inproceedings{bb145238,
        AUTHOR = "Peterson, J. and Battleday, R. and Griffiths, T. and Russakovsky, O.",
        TITLE = "Human Uncertainty Makes Classification More Robust",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9616-9625",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141217"}

@inproceedings{bb145239,
        AUTHOR = "Miyazato, S. and Wang, X. and Yamasaki, T. and Aizawa, K.",
        TITLE = "Reinforcing the Robustness of a Deep Neural Network to Adversarial
Examples by Using Color Quantization of Training Image Data",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "884-888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141218"}

@inproceedings{bb145240,
        AUTHOR = "Ramanathan, T. and Manimaran, A. and You, S. and Kuo, C.J.",
        TITLE = "Robustness of Saak Transform Against Adversarial Attacks",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2531-2535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141219"}

@inproceedings{bb145241,
        AUTHOR = "Chen, H. and Liang, J. and Chang, S. and Pan, J. and Chen, Y. and Wei, W. and Juan, D.",
        TITLE = "Improving Adversarial Robustness via Guided Complement Entropy",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4880-4888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141220"}

@inproceedings{bb145242,
        AUTHOR = "Bai, Y. and Feng, Y. and Wang, Y. and Dai, T. and Xia, S. and Jiang, Y.",
        TITLE = "Hilbert-Based Generative Defense for Adversarial Examples",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4783-4792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141221"}

@inproceedings{bb145243,
        AUTHOR = "Jang, Y. and Zhao, T. and Hong, S. and Lee, H.",
        TITLE = "Adversarial Defense via Learning to Generate Diverse Attacks",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "2740-2749",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141222"}

@inproceedings{bb145244,
        AUTHOR = "Mustafa, A. and Khan, S. and Hayat, M. and Goecke, R. and Shen, J. and Shao, L.",
        TITLE = "Adversarial Defense by Restricting the Hidden Space of Deep Neural
Networks",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3384-3393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141223"}

@inproceedings{bb145245,
        AUTHOR = "Taran, O. and Rezaeifar, S. and Holotyak, T. and Voloshynovskiy, S.",
        TITLE = "Defending Against Adversarial Attacks by Randomized Diversification",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11218-11225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141224"}

@inproceedings{bb145246,
        AUTHOR = "Sun, B. and Tsai, N.H. and Liu, F.C. and Yu, R. and Su, H.",
        TITLE = "Adversarial Defense by Stratified Convolutional Sparse Coding",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11439-11448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141225"}

@inproceedings{bb145247,
        AUTHOR = "Ho, C.H. and Leung, B. and Sandstrom, E. and Chang, Y. and Vasconcelos, N.M.",
        TITLE = "Catastrophic Child's Play:
Easy to Perform, Hard to Defend Adversarial Attacks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9221-9229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141226"}

@inproceedings{bb145248,
        AUTHOR = "Dubey, A. and van der Maaten, L. and Yalniz, Z. and Li, Y.X. and Mahajan, D.",
        TITLE = "Defense Against Adversarial Images Using Web-Scale Nearest-Neighbor
Search",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8759-8768",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141227"}

@inproceedings{bb145249,
        AUTHOR = "Dong, Y.P. and Pang, T.Y. and Su, H. and Zhu, J.",
        TITLE = "Evading Defenses to Transferable Adversarial Examples by
Translation-Invariant Attacks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4307-4316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141228"}

@inproceedings{bb145250,
        AUTHOR = "Rony, J. and Hafemann, L.G. and Oliveira, L.S. and Ben Ayed, I. and Sabourin, R. and Granger, E.",
        TITLE = "Decoupling Direction and Norm for Efficient Gradient-Based L2
Adversarial Attacks and Defenses",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4317-4325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141229"}

@inproceedings{bb145251,
        AUTHOR = "Qiu, Y.X. and Leng, J.W. and Guo, C. and Chen, Q. and Li, C. and Guo, M. and Zhu, Y.H.",
        TITLE = "Adversarial Defense Through Network Profiling Based Path Extraction",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4772-4781",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141230"}

@inproceedings{bb145252,
        AUTHOR = "Jia, X.J. and Wei, X.X. and Cao, X.C. and Foroosh, H.",
        TITLE = "ComDefend: An Efficient Image Compression Model to Defend Adversarial
Examples",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6077-6085",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141231"}

@inproceedings{bb145253,
        AUTHOR = "Raff, E. and Sylvester, J. and Forsyth, S. and McLean, M.",
        TITLE = "Barrage of Random Transforms for Adversarially Robust Defense",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6521-6530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141232"}

@inproceedings{bb145254,
        AUTHOR = "Ji, J. and Zhong, B. and Ma, K.",
        TITLE = "Multi-Scale Defense of Adversarial Images",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4070-4074",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141233"}

@inproceedings{bb145255,
        AUTHOR = "Agarwal, C. and Nguyen, A. and Schonfeld, D.",
        TITLE = "Improving Robustness to Adversarial Examples by Encouraging
Discriminative Features",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3801-3805",
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@inproceedings{bb145256,
        AUTHOR = "Saha, S. and Kumar, A. and Sahay, P. and Jose, G. and Kruthiventi, S. and Muralidhara, H.",
        TITLE = "Attack Agnostic Statistical Method for Adversarial Detection",
        BOOKTITLE = SDL-CV19,
        YEAR = "2019",
        PAGES = "798-802",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141235"}

@inproceedings{bb145257,
        AUTHOR = "Taran, O. and Rezaeifar, S. and Voloshynovskiy, S.",
        TITLE = "Bridging Machine Learning and Cryptography in Defence Against
Adversarial Attacks",
        BOOKTITLE = Objectionable18,
        YEAR = "2018",
        PAGES = "II:267-279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141236"}

@inproceedings{bb145258,
        AUTHOR = "Naseer, M. and Khan, S. and Porikli, F.M.",
        TITLE = "Local Gradients Smoothing: Defense Against Localized Adversarial
Attacks",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1300-1307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141237"}

@inproceedings{bb145259,
        AUTHOR = "Akhtar, N. and Liu, J. and Mian, A.",
        TITLE = "Defense Against Universal Adversarial Perturbations",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3389-3398",
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@inproceedings{bb145260,
        AUTHOR = "Behpour, S. and Xing, W. and Ziebart, B.D.",
        TITLE = "ARC: Adversarial Robust Cuts for Semi-Supervised and Multi-label
Classification",
        BOOKTITLE = WiCV18,
        YEAR = "2018",
        PAGES = "1986-19862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141239"}

@inproceedings{bb145261,
        AUTHOR = "Karim, R. and Islam, M.A. and Mohammed, N. and Bruce, N.D.B.",
        TITLE = "On the Robustness of Deep Learning Models to Universal Adversarial
Attack",
        BOOKTITLE = CRV18,
        YEAR = "2018",
        PAGES = "55-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141240"}

@inproceedings{bb145262,
        AUTHOR = "Jakubovitz, D. and Giryes, R.",
        TITLE = "Improving DNN Robustness to Adversarial Attacks Using Jacobian
Regularization",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XII: 525-541",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141241"}

@inproceedings{bb145263,
        AUTHOR = "Rozsa, A. and Gunther, M. and Boult, T.E.",
        TITLE = "Towards Robust Deep Neural Networks with BANG",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "803-811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141242"}

@inproceedings{bb145264,
        AUTHOR = "Lu, J. and Issaranon, T. and Forsyth, D.A.",
        TITLE = "SafetyNet: Detecting and Rejecting Adversarial Examples Robustly",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "446-454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141243"}

@inproceedings{bb145265,
        AUTHOR = "Mukuta, Y. and Ushiku, Y. and Harada, T.",
        TITLE = "Spatial-Temporal Weighted Pyramid Using Spatial Orthogonal Pooling",
        BOOKTITLE = CEFR-LCV17,
        YEAR = "2017",
        PAGES = "1041-1049",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141244"}

@inproceedings{bb145266,
        AUTHOR = "Moosavi Dezfooli, S.M. and Fawzi, A. and Fawzi, O. and Frossard, P.",
        TITLE = "Universal Adversarial Perturbations",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "86-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141245"}

@article{bb145267,
        AUTHOR = "Seo, S. and Lee, Y. and Kang, P.",
        TITLE = "Cost-free adversarial defense: Distance-based optimization for model
robustness without adversarial training",
        JOURNAL = CVIU,
        VOLUME = "227",
        YEAR = "2023",
        PAGES = "103599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141246"}

@article{bb145268,
        AUTHOR = "Cheng, Z. and Zhu, F. and Zhang, X.Y. and Liu, C.L.",
        TITLE = "Adversarial training with distribution normalization and margin
balance",
        JOURNAL = PR,
        VOLUME = "136",
        YEAR = "2023",
        PAGES = "109182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141247"}

@article{bb145269,
        AUTHOR = "Lau, C.P. and Liu, J. and Souri, H. and Lin, W.A. and Feizi, S. and Chellappa, R.",
        TITLE = "Interpolated Joint Space Adversarial Training for Robust and
Generalizable Defenses",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "13054-13067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141248"}

@article{bb145270,
        AUTHOR = "Miao, J.Z. and Yu, X.Z. and Hu, Z.C. and Song, Y. and Liu, L. and Zhou, Z.G.",
        TITLE = "An effective deep learning adversarial defense method based on
spatial structural constraints in embedding space",
        JOURNAL = PRL,
        VOLUME = "178",
        YEAR = "2024",
        PAGES = "160-166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141249"}

@inproceedings{bb145271,
        AUTHOR = "Zhao, M. and Zhang, L. and Kong, Y.Q. and Yin, B.C.",
        TITLE = "Fast Adversarial Training with Smooth Convergence",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4697-4706",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141250"}

@inproceedings{bb145272,
        AUTHOR = "Ge, Y. and Li, Y. and Han, K. and Zhu, J. and Long, X.Z.",
        TITLE = "Advancing Example Exploitation Can Alleviate Critical Challenges in
Adversarial Training",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "145-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141251"}

@inproceedings{bb145273,
        AUTHOR = "Wei, Z. and Wang, Y.F. and Guo, Y. and Wang, Y.",
        TITLE = "CFA: Class-Wise Calibrated Fair Adversarial Training",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "8193-8201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141252"}

@inproceedings{bb145274,
        AUTHOR = "Dong, J.H. and Moosavi Dezfooli, S.M. and Lai, J.H. and Xie, X.H.",
        TITLE = "The Enemy of My Enemy is My Friend: Exploring Inverse Adversaries for
Improving Adversarial Training",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24678-24687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141253"}

@inproceedings{bb145275,
        AUTHOR = "Hsiung, L. and Tsai, Y.Y. and Chen, P.Y. and Ho, T.Y.",
        TITLE = "Towards Compositional Adversarial Robustness: Generalizing
Adversarial Training to Composite Semantic Perturbations",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24658-24667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141254"}

@inproceedings{bb145276,
        AUTHOR = "Jin, G.J. and Yi, X.P. and Wu, D.Y. and Mu, R.H. and Huang, X.W.",
        TITLE = "Randomized Adversarial Training via Taylor Expansion",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "16447-16457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141255"}

@inproceedings{bb145277,
        AUTHOR = "Gavrikov, P. and Keuper, J. and Keuper, M.",
        TITLE = "An Extended Study of Human-like Behavior under Adversarial Training",
        BOOKTITLE = AML23,
        YEAR = "2023",
        PAGES = "2361-2368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141256"}

@inproceedings{bb145278,
        AUTHOR = "Byun, J. and Go, H. and Cho, S. and Kim, C.",
        TITLE = "Exploiting Doubly Adversarial Examples for Improving Adversarial
Robustness",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "1331-1335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141257"}

@inproceedings{bb145279,
        AUTHOR = "Wang, Z. and Li, C.C. and Li, H.",
        TITLE = "Adversarial Training of Anti-Distilled Neural Network with Semantic
Regulation of Class Confidence",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3576-3580",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141258"}

@inproceedings{bb145280,
        AUTHOR = "Yin, X. and Li, S.Y. and Rohde, G.K.",
        TITLE = "Learning Energy-Based Models with Adversarial Training",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "V:209-226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141259"}

@inproceedings{bb145281,
        AUTHOR = "Yang, S. and Xu, C.",
        TITLE = "One Size Does NOT Fit All: Data-Adaptive Adversarial Training",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "V:70-85",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141260"}

@inproceedings{bb145282,
        AUTHOR = "Dolatabadi, H.M. and Erfani, S. and Leckie, C.",
        TITLE = "l8-Robustness and Beyond: Unleashing Efficient Adversarial Training",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XI:467-483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141261"}

@inproceedings{bb145283,
        AUTHOR = "Jia, X.J. and Zhang, Y. and Wu, B.Y. and Ma, K. and Wang, J. and Cao, X.C.",
        TITLE = "LAS-AT: Adversarial Training with Learnable Attack Strategy",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "13388-13398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141262"}

@inproceedings{bb145284,
        AUTHOR = "Li, T. and Wu, Y. and Chen, S. and Fang, K. and Huang, X.L.",
        TITLE = "Subspace Adversarial Training",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "13399-13408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141263"}

@inproceedings{bb145285,
        AUTHOR = "Poursaeed, O. and Jiang, T.X. and Yang, H. and Belongie, S. and Lim, S.N.",
        TITLE = "Robustness and Generalization via Generative Adversarial Training",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "15691-15700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141264"}

@inproceedings{bb145286,
        AUTHOR = "Xu, W.P. and Huang, H.C. and Pan, S.Y.",
        TITLE = "Using Feature Alignment Can Improve Clean Average Precision and
Adversarial Robustness In Object Detection",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2184-2188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141265"}

@inproceedings{bb145287,
        AUTHOR = "Yu, C. and Xue, Y.Z. and Chen, J.S. and Wang, Y. and Ma, H.M.",
        TITLE = "Enhancing Adversarial Robustness for Image Classification By
Regularizing Class Level Feature Distribution",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "494-498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141266"}

@inproceedings{bb145288,
        AUTHOR = "Dabouei, A. and Taherkhani, F. and Soleymani, S. and Nasrabadi, N.M.",
        TITLE = "Revisiting Outer Optimization in Adversarial Training",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "V:244-261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141267"}

@inproceedings{bb145289,
        AUTHOR = "Dabouei, A. and Soleymani, S. and Taherkhani, F. and Dawson, J. and Nasrabadi, N.M.",
        TITLE = "Exploiting Joint Robustness to Adversarial Perturbations",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1119-1128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141268"}

@inproceedings{bb145290,
        AUTHOR = "Addepalli, S. and Jain, S. and Sriramanan, G. and Babu, R.V.",
        TITLE = "Scaling Adversarial Training to Large Perturbation Bounds",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "V:301-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141269"}

@inproceedings{bb145291,
        AUTHOR = "Vivek, B.S. and Revanur, A. and Venkat, N. and Babu, R.V.",
        TITLE = "Plug-And-Pipeline: Efficient Regularization for Single-Step
Adversarial Training",
        BOOKTITLE = TCV20,
        YEAR = "2020",
        PAGES = "138-146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141270"}

@inproceedings{bb145292,
        AUTHOR = "Wang, J. and Zhang, H.",
        TITLE = "Bilateral Adversarial Training:
Towards Fast Training of More Robust Models Against Adversarial Attacks",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6628-6637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141271"}

@inproceedings{bb145293,
        AUTHOR = "Ye, S. and Xu, K. and Liu, S. and Cheng, H. and Lambrechts, J. and Zhang, H. and Zhou, A. and Ma, K. and Wang, Y. and Lin, X.",
        TITLE = "Adversarial Robustness vs. Model Compression, or Both?",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "111-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141272"}

@inproceedings{bb145294,
        AUTHOR = "Moosavi Dezfooli, S.M. and Fawzi, A. and Uesato, J. and Frossard, P.",
        TITLE = "Robustness via Curvature Regularization, and Vice Versa",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9070-9078",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141273"}

@inproceedings{bb145295,
        AUTHOR = "Mummadi, C.K. and Brox, T. and Metzen, J.H.",
        TITLE = "Defending Against Universal Perturbations With Shared Adversarial
Training",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4927-4936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT141274"}

@article{bb145296,
        AUTHOR = "Romano, Y. and Aberdam, A. and Sulam, J. and Elad, M.",
        TITLE = "Adversarial Noise Attacks of Deep Learning Architectures:
Stability Analysis via Sparse-Modeled Signals",
        JOURNAL = JMIV,
        VOLUME = "62",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "313-327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT141275"}

@article{bb145297,
        AUTHOR = "Zhao, Z.Q. and Wang, H.Y. and Sun, H. and Yuan, J.H. and Huang, Z.C. and He, Z.H.",
        TITLE = "Removing Adversarial Noise via Low-Rank Completion of
High-Sensitivity Points",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "6485-6497",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT141276"}

@article{bb145298,
        AUTHOR = "Nguyen, H.H. and Kuribayashi, M. and Yamagishi, J. and Echizen, I.",
        TITLE = "Effects of Image Processing Operations on Adversarial Noise and Their
Use in Detecting and Correcting Adversarial Images",
        JOURNAL = IEICE,
        VOLUME = "E105-D",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "65-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT141277"}

@article{bb145299,
        AUTHOR = "Gao, S. and Yu, S. and Wu, L.W. and Yao, S.W. and Zhou, X.W.",
        TITLE = "Detecting adversarial examples by additional evidence from noise
domain",
        JOURNAL = IET-IPR,
        VOLUME = "16",
        YEAR = "2022",
        NUMBER = "2",
        PAGES = "378-392",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT141278"}

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