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Test Time", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "3788-3797", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT148727"} @inproceedings{bb152804, AUTHOR = "Scheliga, D. and Mader, P. and Seeland, M.", TITLE = "PRECODE - A Generic Model Extension to Prevent Deep Gradient Leakage", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "3605-3614", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT148728"} @inproceedings{bb152805, AUTHOR = "Wang, S.J. and Wu, T. and Chakrabarti, A. and Vorobeychik, Y.", TITLE = "Adversarial Robustness of Deep Sensor Fusion Models", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "1371-1380", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT148729"} @inproceedings{bb152806, AUTHOR = "Drenkow, N. and Fendley, N. and Burlina, P.", TITLE = "Attack Agnostic Detection of Adversarial Examples via Random Subspace Analysis", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "2815-2825", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT148730"} @inproceedings{bb152807, AUTHOR = "Cheng, H. and Xu, K.D. and Li, Z.G. and Zhao, P. and Wang, C. and Lin, X. and Kailkhura, B. and Goldhahn, R.", TITLE = "More or Less (MoL): Defending against Multiple Perturbation Attacks on Deep Neural Networks through Model Ensemble and Compression", BOOKTITLE = Hazards22, YEAR = "2022", PAGES = "645-655", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT148731"} @inproceedings{bb152808, AUTHOR = "Lang, I. and Kotlicki, U. and Avidan, S.", TITLE = "Geometric Adversarial Attacks and Defenses on 3D Point Clouds", BOOKTITLE = "3DV21", YEAR = "2021", PAGES = "1196-1205", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT148732"} @inproceedings{bb152809, AUTHOR = "Hasnat, A. and Shvai, N. and Nakib, A.", TITLE = "CNN Classifier's Robustness Enhancement when Preserving Privacy", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "3887-3891", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT148733"} @inproceedings{bb152810, AUTHOR = "Liu, L.Q. and Duan, Z.Y. and Xu, G.Z. and Xu, Y.", TITLE = "Self-Supervised Disentangled Embedding for Robust Image Classification", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "1494-1498", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT148734"} @inproceedings{bb152811, AUTHOR = "Maho, T. and Bonnet, B. and Furony, T. and Le Merrer, E.", TITLE = "RoBIC: A Benchmark Suite for Assessing Classifiers Robustness", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "3612-3616", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT148735"} @inproceedings{bb152812, AUTHOR = "Wang, Y.P. and Xie, L. and Liu, X.M. and Yin, J.L. and Zheng, T.J.", TITLE = "Model-Agnostic Adversarial Example Detection Through Logit Distribution Learning", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "3617-3621", BIBSOURCE = 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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#TT148789"} @inproceedings{bb152866, 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#TT148790"} @inproceedings{bb152867, 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#TT148791"} @inproceedings{bb152868, 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#TT148792"} @inproceedings{bb152869, 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#TT148793"} @inproceedings{bb152870, 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#TT148794"} @inproceedings{bb152871, AUTHOR = "Xiao, C. and Zheng, C.", TITLE = "One Man's Trash Is Another Man's Treasure: Resisting Adversarial Examples by Adversarial 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= "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT148798"} @inproceedings{bb152875, 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#TT148799"} @inproceedings{bb152876, 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#TT148800"} @inproceedings{bb152877, 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#TT148801"} @inproceedings{bb152878, 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#TT148802"} @inproceedings{bb152879, 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#TT148803"} @inproceedings{bb152880, 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#TT148804"} @inproceedings{bb152881, 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#TT148805"} @inproceedings{bb152882, 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#TT148806"} @inproceedings{bb152883, 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#TT148807"} @inproceedings{bb152884, 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#TT148808"} @inproceedings{bb152885, 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#TT148809"} @inproceedings{bb152886, 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#TT148810"} @inproceedings{bb152887, 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#TT148811"} @inproceedings{bb152888, 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#TT148812"} @inproceedings{bb152889, 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#TT148813"} @inproceedings{bb152890, 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#TT148814"} @inproceedings{bb152891, 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#TT148815"} @inproceedings{bb152892, 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#TT148816"} @inproceedings{bb152893, 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#TT148817"} @inproceedings{bb152894, 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#TT148818"} @inproceedings{bb152895, 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#TT148819"} @inproceedings{bb152896, 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#TT148820"} @inproceedings{bb152897, 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#TT148821"} @inproceedings{bb152898, 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#TT148822"} @inproceedings{bb152899, 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#TT148823"}