@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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141234"} @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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141238"} @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"}