@inproceedings{bb117600, AUTHOR = "Bai, J.W. and Chen, B. and Li, Y.M. and Wu, D.X. and Guo, W.W. and Xia, S.T. and Yang, E.H.", TITLE = "Targeted Attack for Deep Hashing Based Retrieval", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "I:618-634", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113889"} @inproceedings{bb117601, AUTHOR = "Nakka, K.K. and Salzmann, M.", TITLE = "Indirect Local Attacks for Context-aware Semantic Segmentation Networks", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "V:611-628", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113890"} @inproceedings{bb117602, AUTHOR = "Wu, Z.X. and Lim, S.N. and Davis, L.S. and Goldstein, T.", TITLE = "Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "IV:1-17", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113891"} @inproceedings{bb117603, AUTHOR = "Li, Q.Z. and Guo, Y.W. and Chen, H.", TITLE = "Yet Another Intermediate-level Attack", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XVI: 241-257", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113892"} @inproceedings{bb117604, 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#TT113893"} @inproceedings{bb117605, AUTHOR = "Zhao, S. and Ma, X. and Zheng, X. and Bailey, J. and Chen, J. and Jiang, Y.", TITLE = "Clean-Label Backdoor Attacks on Video Recognition Models", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "14431-14440", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113894"} @inproceedings{bb117606, AUTHOR = "Kolouri, S. and Saha, A. and Pirsiavash, H. and Hoffmann, H.", TITLE = "Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "298-307", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113895"} @inproceedings{bb117607, AUTHOR = "Li, J. and Ji, R. and Liu, H. and Liu, J. and Zhong, B. and Deng, C. and Tian, Q.", TITLE = "Projection Probability-Driven Black-Box Attack", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "359-368", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113896"} @inproceedings{bb117608, AUTHOR = "Huang, L. and Gao, C. and Zhou, Y. and Xie, C. and Yuille, A.L. and Zou, C. and Liu, N.", TITLE = "Universal Physical Camouflage Attacks on Object Detectors", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "717-726", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113897"} @inproceedings{bb117609, 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#TT113898"} @inproceedings{bb117610, 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/pattern654defgan4.html#TT113899"} @inproceedings{bb117611, AUTHOR = "Li, H. and Xu, X. and Zhang, X. and Yang, S. and Li, B.", TITLE = "QEBA: Query-Efficient Boundary-Based Blackbox Attack", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "1218-1227", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113900"} @inproceedings{bb117612, 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#TT113901"} @inproceedings{bb117613, AUTHOR = "Liu, X. and Xiao, T. and Si, S. and Cao, Q. and Kumar, S. and Hsieh, C.", TITLE = "How Does Noise Help Robustness? Explanation and Exploration under the Neural SDE Framework", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "279-287", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113902"} @inproceedings{bb117614, 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#TT113903"} @inproceedings{bb117615, 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#TT113904"} @inproceedings{bb117616, 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#TT113905"} @inproceedings{bb117617, AUTHOR = "Li, M. and Deng, C. and Li, T. and Yan, J. and Gao, X. and Huang, H.", TITLE = "Towards Transferable Targeted Attack", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "638-646", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113906"} @inproceedings{bb117618, AUTHOR = "Barath, D. and Noskova, J. and Ivashechkin, M. and Matas, J.", TITLE = "MAGSAC++, a Fast, Reliable and Accurate Robust Estimator", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "1301-1309", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113907"} @inproceedings{bb117619, 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#TT113908"} @inproceedings{bb117620, AUTHOR = "Truong, L. and Jones, C. and Hutchinson, B. and August, A. and Praggastis, B. and Jasper, R. and Nichols, N. and Tuor, A.", TITLE = "Systematic Evaluation of Backdoor Data Poisoning Attacks on Image Classifiers", BOOKTITLE = AML-CV20, YEAR = "2020", PAGES = "3422-3431", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113909"} @inproceedings{bb117621, 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#TT113910"} @inproceedings{bb117622, AUTHOR = "Gupta, S. and Dube, P. and Verma, A.", TITLE = "Improving the affordability of robustness training for DNNs", BOOKTITLE = AML-CV20, YEAR = "2020", PAGES = "3383-3392", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113911"} @inproceedings{bb117623, AUTHOR = "Zhang, Z. and Wu, T.", TITLE = "Learning Ordered Top-k Adversarial Attacks via Adversarial Distillation", BOOKTITLE = AML-CV20, YEAR = "2020", PAGES = "3364-3373", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113912"} @inproceedings{bb117624, 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#TT113913"} @inproceedings{bb117625, 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#TT113914"} @inproceedings{bb117626, AUTHOR = "He, Z. and Rakin, A.S. and Li, J. and Chakrabarti, C. and Fan, D.", TITLE = "Defending and Harnessing the Bit-Flip Based Adversarial Weight Attack", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "14083-14091", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113915"} @inproceedings{bb117627, AUTHOR = "Dong, X. and Han, J. and Chen, D. and Liu, J. and Bian, H. and Ma, Z. and Li, H. and Wang, X. and Zhang, W. and Yu, N.", TITLE = "Robust Superpixel-Guided Attentional Adversarial Attack", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "12892-12901", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113916"} @inproceedings{bb117628, AUTHOR = "Chen, X. and Yan, X. and Zheng, F. and Jiang, Y. and Xia, S. and Zhao, Y. and Ji, R.", TITLE = "One-Shot Adversarial Attacks on Visual Tracking With Dual Attention", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "10173-10182", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113917"} @inproceedings{bb117629, AUTHOR = "Zhou, H. and Chen, D. and Liao, J. and Chen, K. and Dong, X. and Liu, K. and Zhang, W. and Hua, G. and Yu, N.", TITLE = "LG-GAN: Label Guided Adversarial Network for Flexible Targeted Attack of Point Cloud Based Deep Networks", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "10353-10362", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113918"} @inproceedings{bb117630, AUTHOR = "Rahmati, A. and Moosavi Dezfooli, S. and Frossard, P. and Dai, H.", TITLE = "GeoDA: A Geometric Framework for Black-Box Adversarial Attacks", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "8443-8452", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113919"} @inproceedings{bb117631, 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#TT113920"} @inproceedings{bb117632, 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#TT113921"} @inproceedings{bb117633, 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#TT113922"} @inproceedings{bb117634, 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#TT113923"} @inproceedings{bb117635, 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/pattern654defgan4.html#TT113924"} @inproceedings{bb117636, 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#TT113925"} @inproceedings{bb117637, AUTHOR = "Duan, R. and Ma, X. and Wang, Y. and Bailey, J. and Qin, A.K. and Yang, Y.", TITLE = "Adversarial Camouflage: Hiding Physical-World Attacks With Natural Styles", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "997-1005", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113926"} @inproceedings{bb117638, 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#TT113927"} @inproceedings{bb117639, 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#TT113928"} @inproceedings{bb117640, AUTHOR = "Borkar, T. and Heide, F. and Karam, L.", TITLE = "Defending Against Universal Attacks Through Selective Feature Regeneration", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "706-716", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113929"} @inproceedings{bb117641, AUTHOR = "Li, G. and Ding, S. and Luo, J. and Liu, C.", TITLE = "Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "797-805", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113930"} @inproceedings{bb117642, 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#TT113931"} @inproceedings{bb117643, 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#TT113932"} @inproceedings{bb117644, 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#TT113933"} @inproceedings{bb117645, 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#TT113934"} @inproceedings{bb117646, 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#TT113935"} @inproceedings{bb117647, AUTHOR = "Machiraju, H. and Balasubramanian, V.N.", TITLE = "A Little Fog for a Large Turn", BOOKTITLE = WACV20, YEAR = "2020", PAGES = "2891-2900", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113936"} @inproceedings{bb117648, 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#TT113937"} @inproceedings{bb117649, 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#TT113938"} @inproceedings{bb117650, 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#TT113939"} @inproceedings{bb117651, 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#TT113940"} @inproceedings{bb117652, 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/pattern654defgan4.html#TT113941"} @inproceedings{bb117653, 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/pattern654defgan4.html#TT113942"} @inproceedings{bb117654, 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/pattern654defgan4.html#TT113943"} @inproceedings{bb117655, AUTHOR = "Xie, C. and Wu, Y.X. and van der Maaten, L. and Yuille, A.L. and He, K.M.", TITLE = "Feature Denoising for Improving Adversarial Robustness", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "501-509", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113944"} @inproceedings{bb117656, AUTHOR = "He, Z. and Rakin, A.S. and Fan, D.L.", TITLE = "Parametric Noise Injection: Trainable Randomness to Improve Deep Neural Network Robustness Against Adversarial Attack", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "588-597", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113945"} @inproceedings{bb117657, AUTHOR = "Kaneko, T. and Harada, T.", TITLE = "Noise Robust Generative Adversarial Networks", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "8401-8411", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113946"} @inproceedings{bb117658, AUTHOR = "Kaneko, T. and Ushiku, Y. and Harada, T.", TITLE = "Label-Noise Robust Generative Adversarial Networks", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "2462-2471", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113947"} @inproceedings{bb117659, AUTHOR = "Stutz, D. and Hein, M. and Schiele, B.", TITLE = "Disentangling Adversarial Robustness and Generalization", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "6969-6980", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113948"} @inproceedings{bb117660, 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#TT113949"} @inproceedings{bb117661, 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#TT113950"} @inproceedings{bb117662, AUTHOR = "Yang, C.H. and Liu, Y. and Chen, P. and Ma, X. and Tsai, Y.J.", TITLE = "When Causal Intervention Meets Adversarial Examples and Image Masking for Deep Neural Networks", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "3811-3815", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113951"} @inproceedings{bb117663, AUTHOR = "Prakash, A. and Moran, N. and Garber, S. and DiLillo, A. and Storer, J.", TITLE = "Deflecting Adversarial Attacks with Pixel Deflection", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "8571-8580", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113952"} @inproceedings{bb117664, 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/pattern654defgan4.html#TT113953"} @inproceedings{bb117665, 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#TT113954"} @inproceedings{bb117666, 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#TT113955"} @inproceedings{bb117667, 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#TT113956"} @inproceedings{bb117668, 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#TT113957"} @inproceedings{bb117669, 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#TT113958"} @inproceedings{bb117670, 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#TT113959"} @inproceedings{bb117671, 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#TT113960"} @inproceedings{bb117672, AUTHOR = "Dubey, A. and van der Maaten, L. and Yalniz, Z. and Li, Y. 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#TT113961"} @inproceedings{bb117673, AUTHOR = "Dong, Y.P. and Pang, T. 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#TT113962"} @inproceedings{bb117674, 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#TT113963"} @inproceedings{bb117675, 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#TT113964"} @inproceedings{bb117676, 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#TT113965"} @inproceedings{bb117677, 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#TT113966"} @inproceedings{bb117678, AUTHOR = "Yao, H. and Regan, M. and Yang, Y. and Ren, Y.", TITLE = "Image Decomposition and Classification Through a Generative Model", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "400-404", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113967"} @inproceedings{bb117679, 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#TT113968"} @inproceedings{bb117680, 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#TT113969"} @inproceedings{bb117681, 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#TT113970"} @inproceedings{bb117682, AUTHOR = "Naseer, M. and Khan, S. and Porikli, F.", TITLE = "Local Gradients Smoothing: Defense Against Localized Adversarial Attacks", BOOKTITLE = WACV19, YEAR = "2019", PAGES = "1300-1307", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113971"} @inproceedings{bb117683, 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#TT113972"} @inproceedings{bb117684, AUTHOR = "Liao, F. and Liang, M. and Dong, Y. and Pang, T. and Hu, X. and Zhu, J.", TITLE = "Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "1778-1787", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT113973"} @inproceedings{bb117685, 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#TT113974"} @inproceedings{bb117686, 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#TT113975"} @inproceedings{bb117687, 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#TT113976"} @inproceedings{bb117688, 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#TT113977"} @inproceedings{bb117689, 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#TT113978"} @article{bb117690, AUTHOR = "Zakharov, N. and Su, H. and Zhu, J. and Glascher, J.", TITLE = "Towards controllable image descriptions with semi-supervised VAE", JOURNAL = JVCIR, VOLUME = "63", YEAR = "2019", PAGES = "102574", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT113979"} @article{bb117691, AUTHOR = "Duan, X.T. and Liu, J.J. and Zhang, E.", TITLE = "Efficient image encryption and compression based on a VAE generative model", JOURNAL = RealTimeIP, VOLUME = "16", YEAR = "2019", NUMBER = "3", MONTH = "June", PAGES = "765-773", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT113980"} @article{bb117692, AUTHOR = "Su, Y. and Li, J. and Plaza, A. and Marinoni, A. and Gamba, P. and Chakravortty, S.", TITLE = "DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "7", MONTH = "July", PAGES = "4309-4321", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT113981"} @article{bb117693, AUTHOR = "Pesteie, M. and Abolmaesumi, P. and Rohling, R.N.", TITLE = "Adaptive Augmentation of Medical Data Using Independently Conditional Variational Auto-Encoders", JOURNAL = MedImg, VOLUME = "38", YEAR = "2019", NUMBER = "12", MONTH = "December", PAGES = "2807-2820", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT113982"} @article{bb117694, AUTHOR = "Jiang, S. and Chen, Y. and Yang, J. and Zhang, C. and Zhao, T.T.", TITLE = "Mixture variational autoencoders", JOURNAL = PRL, VOLUME = "128", YEAR = "2019", PAGES = "263-269", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT113983"} @article{bb117695, AUTHOR = "Kossyk, I. and Marton, Z.C.", TITLE = "Discriminative regularization of the latent manifold of variational auto-encoders", JOURNAL = JVCIR, VOLUME = "61", YEAR = "2019", PAGES = "121-129", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT113984"} @article{bb117696, AUTHOR = "Liu, S. and Liu, J.X. and Zhao, Q. and Cao, X.Y. and Li, H.B. and Meng, D.Y. and Meng, H.Y. and Liu, S.", TITLE = "Discovering influential factors in variational autoencoders", JOURNAL = PR, VOLUME = "100", YEAR = "2020", PAGES = "107166", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT113985"} @article{bb117697, AUTHOR = "Lim, K.L. and Jiang, X.D. and Yi, C.Y.", TITLE = "Deep Clustering With Variational Autoencoder", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "231-235", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT113986"} @article{bb117698, AUTHOR = "Joo, W.Y. and Lee, W.S. and Park, S. and Moon, I.C.", TITLE = "Dirichlet Variational Autoencoder", JOURNAL = PR, VOLUME = "107", YEAR = "2020", PAGES = "107514", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT113987"} @article{bb117699, AUTHOR = "Xie, W. and Yang, J. and Lei, J. and Li, Y. and Du, Q. and He, G.", TITLE = "SRUN: Spectral Regularized Unsupervised Networks for Hyperspectral Target Detection", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "2", MONTH = "February", PAGES = "1463-1474", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT113988"}