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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#TT140191"} @inproceedings{bb144204, 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#TT140192"} @inproceedings{bb144205, 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#TT140193"} @inproceedings{bb144206, 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#TT140194"} @inproceedings{bb144207, 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#TT140195"} @inproceedings{bb144208, 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#TT140196"} @inproceedings{bb144209, 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#TT140197"} @inproceedings{bb144210, 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#TT140198"} @inproceedings{bb144211, 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#TT140199"} @inproceedings{bb144212, 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#TT140200"} @inproceedings{bb144213, 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#TT140201"} @inproceedings{bb144214, 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#TT140202"} @inproceedings{bb144215, 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#TT140203"} @inproceedings{bb144216, 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#TT140204"} @inproceedings{bb144217, 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#TT140205"} @inproceedings{bb144218, 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#TT140206"} @inproceedings{bb144219, 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#TT140207"} @inproceedings{bb144220, 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#TT140208"} @inproceedings{bb144221, 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#TT140209"} @inproceedings{bb144222, 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#TT140210"} @inproceedings{bb144223, 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#TT140211"} @inproceedings{bb144224, 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#TT140212"} @inproceedings{bb144225, 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#TT140213"} @inproceedings{bb144226, 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#TT140214"} @inproceedings{bb144227, 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#TT140215"} @inproceedings{bb144228, 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#TT140216"} @inproceedings{bb144229, 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#TT140217"} @inproceedings{bb144230, 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#TT140218"} @inproceedings{bb144231, 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#TT140219"} @inproceedings{bb144232, 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#TT140220"} @inproceedings{bb144233, 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#TT140221"} @inproceedings{bb144234, 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#TT140222"} @inproceedings{bb144235, 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#TT140223"} @inproceedings{bb144236, 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#TT140224"} @article{bb144237, 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#TT140225"} @article{bb144238, 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#TT140226"} @article{bb144239, 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#TT140227"} @article{bb144240, 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#TT140228"} @inproceedings{bb144241, 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#TT140229"} @inproceedings{bb144242, 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#TT140230"} @inproceedings{bb144243, 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#TT140231"} @inproceedings{bb144244, 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#TT140232"} @inproceedings{bb144245, 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#TT140233"} @inproceedings{bb144246, 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#TT140234"} @inproceedings{bb144247, 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#TT140235"} @inproceedings{bb144248, 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#TT140236"} @inproceedings{bb144249, 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#TT140237"} @inproceedings{bb144250, 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#TT140238"} @inproceedings{bb144251, 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#TT140239"} @inproceedings{bb144252, 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#TT140240"} @inproceedings{bb144253, 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#TT140241"} @inproceedings{bb144254, 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#TT140242"} @inproceedings{bb144255, 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#TT140243"} @inproceedings{bb144256, 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#TT140244"} @inproceedings{bb144257, 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#TT140245"} @inproceedings{bb144258, 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#TT140246"} @inproceedings{bb144259, 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#TT140247"} @inproceedings{bb144260, 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#TT140248"} @inproceedings{bb144261, 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#TT140249"} @inproceedings{bb144262, 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#TT140250"} @inproceedings{bb144263, 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#TT140251"} @inproceedings{bb144264, 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#TT140252"} @inproceedings{bb144265, 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#TT140253"} @article{bb144266, 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#TT140254"} @article{bb144267, 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#TT140255"} @article{bb144268, 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#TT140256"} @article{bb144269, 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#TT140257"} @article{bb144270, AUTHOR = "Cheng, Y.P. and Guo, Q. and Juefei Xu, F. and Lin, S.W. and Feng, W. and Lin, W.S. and Liu, Y.", TITLE = "Pasadena: Perceptually Aware and Stealthy Adversarial Denoise Attack", JOURNAL = MultMed, VOLUME = "24", YEAR = "2022", PAGES = "3807-3822", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140258"} @article{bb144271, AUTHOR = "Yang, D. and Chen, W. and Wei, S.J.", TITLE = "DTFA: Adversarial attack with discrete cosine transform noise and target features on deep neural networks", JOURNAL = IET-IPR, VOLUME = "17", YEAR = "2023", NUMBER = "5", PAGES = "1464-1477", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140259"} @article{bb144272, AUTHOR = "Ying, C.Y. and You, Q.B. and Zhou, X.N. and Su, H. and Ding, W.B. and Ai, J.Y.", TITLE = "Consistent attack: Universal adversarial perturbation on embodied vision navigation", JOURNAL = PRL, VOLUME = "168", YEAR = "2023", PAGES = "57-63", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140260"} @article{bb144273, AUTHOR = "Li, Y.Z. and Zhang, C. and Qi, H.G. and Lyu, S.W.", TITLE = "AdaNI: Adaptive Noise Injection to improve adversarial robustness", JOURNAL = CVIU, VOLUME = "238", YEAR = "2024", PAGES = "103855", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140261"} @article{bb144274, AUTHOR = "Park, J. and Shin, S. and Hwang, S. and Choi, S.", TITLE = "Elucidating robust learning with uncertainty-aware corruption pattern estimation", JOURNAL = PR, VOLUME = "138", YEAR = "2023", PAGES = "109387", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140262"} @article{bb144275, AUTHOR = "Xie, W.C. and Luo, C. and Wang, G. and Shen, L.L. and Lai, Z.H. and Song, S.Y.", TITLE = "Network characteristics adaption and hierarchical feature exploration for robust object recognition", JOURNAL = PR, VOLUME = "149", YEAR = "2024", PAGES = "110240", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140263"} @inproceedings{bb144276, AUTHOR = "He, X.L. and Lin, Q.L. and Luo, C. and Xie, W.C. and Song, S.Y. and Liu, F. and Shen, L.L.", TITLE = "Shift from Texture-bias to Shape-Bias: Edge Deformation-Based Augmentation for Robust Object Recognition", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "1526-1535", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140264"} @inproceedings{bb144277, AUTHOR = "Azuma, H. and Matsui, Y.", TITLE = "Defense-Prefix for Preventing Typographic Attacks on CLIP", BOOKTITLE = AROW23, YEAR = "2023", PAGES = "3646-3655", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140265"} @inproceedings{bb144278, AUTHOR = "Luzi, L. and Marrero, C.O. and Wynar, N. and Baraniuk, R.G. and Henry, M.J.", TITLE = "Evaluating generative networks using Gaussian mixtures of image features", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "279-288", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140266"} @inproceedings{bb144279, AUTHOR = "Choi, J.H. and Zhang, H. and Kim, J.H. and Hsieh, C.J. and Lee, J.S.", TITLE = "Deep Image Destruction: Vulnerability of Deep Image-to-Image Models against Adversarial Attacks", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "1287-1293", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140267"} @inproceedings{bb144280, AUTHOR = "Thakur, N. and Li, B.X.", TITLE = "PAT: Pseudo-Adversarial Training For Detecting Adversarial Videos", BOOKTITLE = ArtOfRobust22, YEAR = "2022", PAGES = "130-137", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140268"} @inproceedings{bb144281, AUTHOR = "Zhou, D.W. and Wang, N.N. and Peng, C.L. and Gao, X.B. and Wang, X.Y. and Yu, J. and Liu, T.L.", TITLE = "Removing Adversarial Noise in Class Activation Feature Space", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "7858-7867", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140269"} @inproceedings{bb144282, AUTHOR = "Zhang, C. and Gao, P.", TITLE = "Countering Adversarial Examples: Combining Input Transformation and Noisy Training", BOOKTITLE = AROW21, YEAR = "2021", PAGES = "102-111", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140270"} @inproceedings{bb144283, AUTHOR = "Deng, K. and Peng, A. and Dong, W.L. and Zeng, H.", TITLE = "Detecting C &W Adversarial Images Based on Noise Addition-Then-Denoising", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "3607-3611", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140271"} @inproceedings{bb144284, AUTHOR = "Tan, Y.X.M. and Elovici, Y. and Binder, A.", TITLE = "Adaptive Noise Injection for Training Stochastic Student Networks from Deterministic Teachers", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "7587-7594", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140272"} @inproceedings{bb144285, AUTHOR = "Yan, B. and Wang, D. and Lu, H. and Yang, X.", TITLE = "Cooling-Shrinking Attack: Blinding the Tracker With Imperceptible Noises", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "987-996", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140273"} @inproceedings{bb144286, AUTHOR = "Yi, C. and Li, H. and Wan, R. and Kot, A.C.", TITLE = "Improving Robustness of DNNs against Common Corruptions via Gaussian Adversarial Training", BOOKTITLE = VCIP20, YEAR = "2020", PAGES = "17-20", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT140274"} @inproceedings{bb144287, AUTHOR = "Liu, X. and Xiao, T. and Si, S. and Cao, Q. and Kumar, S. and Hsieh, C.", TITLE = "How Does Noise Help Robustness? 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