@inproceedings{bb158800, 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#TT154704"} @inproceedings{bb158801, 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 = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154705"} @inproceedings{bb158802, AUTHOR = "Co, K.T. and Munoz Gonzalez, L. and Kanthan, L. and Glocker, B. and Lupu, E.C.", TITLE = "Universal Adversarial Robustness of Texture and Shape-Biased Models", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "799-803", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154706"} @inproceedings{bb158803, AUTHOR = "Agarwal, A. and Vatsa, M. and Singh, R. and Ratha, N.", TITLE = "Intelligent and Adaptive Mixup Technique for Adversarial Robustness", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "824-828", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154707"} @inproceedings{bb158804, AUTHOR = "Chai, W.H. and Lu, Y.T. and Velipasalar, S.", TITLE = "Weighted Average Precision: Adversarial Example Detection for Visual Perception of Autonomous Vehicles", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "804-808", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154708"} @inproceedings{bb158805, AUTHOR = "Kung, B.H. and Chen, P.C. and Liu, Y.C. and Chen, J.C.", TITLE = "Squeeze and Reconstruct: Improved Practical Adversarial Defense Using Paired Image Compression and Reconstruction", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "849-853", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154709"} @inproceedings{bb158806, AUTHOR = "Li, C.Y. and Sanchez Matilla, R. and Shamsabadi, A.S. and Mazzon, R. and Cavallaro, A.", TITLE = "On the Reversibility of Adversarial Attacks", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "3073-3077", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154710"} @inproceedings{bb158807, AUTHOR = "Bakiskan, C. and Cekic, M. and Sezer, A.D. and Madhow, U.", TITLE = "A Neuro-Inspired Autoencoding Defense Against Adversarial Attacks", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "3922-3926", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154711"} @inproceedings{bb158808, AUTHOR = "Perez, J.C. and Alfarra, M. and Jeanneret, G. and Rueda, L. and Thabet, A. and Ghanem, B. and Arbelaez, P.", TITLE = "Enhancing Adversarial Robustness via Test-Time Transformation Ensembling", BOOKTITLE = AROW21, YEAR = "2021", PAGES = "81-91", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154712"} @inproceedings{bb158809, AUTHOR = "De, K. and Pedersen, M.", TITLE = "Impact of Colour on Robustness of Deep Neural Networks", BOOKTITLE = AROW21, YEAR = "2021", PAGES = "21-30", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154713"} @inproceedings{bb158810, AUTHOR = "Truong, J.B. and Maini, P. and Walls, R.J. and Papernot, N.", TITLE = "Data-Free Model Extraction", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "4769-4778", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154714"} @inproceedings{bb158811, AUTHOR = "Deng, Z.J. and Yang, X. and Xu, S.Z. and Su, H. and Zhu, J.", TITLE = "LiBRe: A Practical Bayesian Approach to Adversarial Detection", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "972-982", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154715"} @inproceedings{bb158812, AUTHOR = "Yang, K. and Lin, W.Y. and Barman, M. and Condessa, F. and Kolter, Z.", TITLE = "Defending Multimodal Fusion Models against Single-Source Adversaries", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "3339-3348", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154716"} @inproceedings{bb158813, AUTHOR = "Wu, T. and Liu, Z.W. and Huang, Q.Q. and Wang, Y. and Lin, D.", TITLE = "Adversarial Robustness under Long-Tailed Distribution", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "8655-8664", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154717"} @inproceedings{bb158814, AUTHOR = "Ong, D.S. and Chan, C.S. and Ng, K.W. and Fan, L.X. and Yang, Q.", TITLE = "Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attacks", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "3629-3638", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154718"} @inproceedings{bb158815, AUTHOR = "Addepalli, S. and Jain, S. and Sriramanan, G. and Babu, R.V.", TITLE = "Boosting Adversarial Robustness using Feature Level Stochastic Smoothing", BOOKTITLE = SAIAD21, YEAR = "2021", PAGES = "93-102", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154719"} @inproceedings{bb158816, AUTHOR = "Pestana, C. and Liu, W. and Glance, D. and Mian, A.", TITLE = "Defense-friendly Images in Adversarial Attacks: Dataset and Metrics for Perturbation Difficulty", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "556-565", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154720"} @inproceedings{bb158817, AUTHOR = "Ali, A. and Migliorati, A. and Bianchi, T. and Magli, E.", TITLE = "Beyond Cross-Entropy: Learning Highly Separable Feature Distributions for Robust and Accurate Classification", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "9711-9718", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154721"} @inproceedings{bb158818, AUTHOR = "Kyatham, V. and Mishra, D. and Prathosh, A.P.", TITLE = "Variational Inference with Latent Space Quantization for Adversarial Resilience", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "9593-9600", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154722"} @inproceedings{bb158819, AUTHOR = "Li, H.L. and Fan, Y.F. and Ganz, F. and Yezzi, A.J. and Barnaghi, P.", TITLE = "Verifying the Causes of Adversarial Examples", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "6750-6757", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154723"} @inproceedings{bb158820, AUTHOR = "Hou, Y.F. and Zou, L.X. and Liu, W.D.", TITLE = "Task-based Focal Loss for Adversarially Robust Meta-Learning", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "2824-2829", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154724"} @inproceedings{bb158821, AUTHOR = "Huang, Y.T. and Liao, W.H. and Huang, C.W.", TITLE = "Defense Mechanism Against Adversarial Attacks Using Density-based Representation of Images", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "3499-3504", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154725"} @inproceedings{bb158822, AUTHOR = "Chhabra, S. and Agarwal, A. and Singh, R. and Vatsa, M.", TITLE = "Attack Agnostic Adversarial Defense via Visual Imperceptible Bound", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "5302-5309", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154726"} @inproceedings{bb158823, AUTHOR = "Watson, M. and Moubayed, N.A.", TITLE = "Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "8180-8187", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154727"} @inproceedings{bb158824, AUTHOR = "Alamri, F. and Kalkan, S. and Pugeault, N.", TITLE = "Transformer-Encoder Detector Module: Using Context to Improve Robustness to Adversarial Attacks on Object Detection", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "9577-9584", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154728"} @inproceedings{bb158825, AUTHOR = "Schwartz, D. and Alparslan, Y. and Kim, E.", TITLE = "Regularization and Sparsity for Adversarial Robustness and Stable Attribution", BOOKTITLE = ISVC20, YEAR = "2020", PAGES = "I:3-14", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154729"} @inproceedings{bb158826, AUTHOR = "Carrara, F. and Caldelli, R. and Falchi, F. and Amato, G.", TITLE = "Defending Neural ODE Image Classifiers from Adversarial Attacks with Tolerance Randomization", BOOKTITLE = MMForWild20, YEAR = "2020", PAGES = "425-438", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154730"} @inproceedings{bb158827, AUTHOR = "Rusak, E. and Schott, L. and Zimmermann, R.S. and Bitterwolf, J. and Bringmann, O. and Bethge, M. and Brendel, W.", TITLE = "A Simple Way to Make Neural Networks Robust Against Diverse Image Corruptions", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "III:53-69", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154731"} @inproceedings{bb158828, AUTHOR = "Li, Y.W. and Bai, S. and Xie, C.H. and Liao, Z.Y. and Shen, X.H. and Yuille, A.L.", TITLE = "Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XI:795-813", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154732"} @inproceedings{bb158829, AUTHOR = "Bui, A. and Le, T. and Zhao, H. and Montague, P. and deVel, O. and Abraham, T. and Phung, D.", TITLE = "Improving Adversarial Robustness by Enforcing Local and Global Compactness", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVII:209-223", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT154733"} @inproceedings{bb158830, 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#TT154734"} @inproceedings{bb158831, 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#TT154735"} @inproceedings{bb158832, 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#TT154736"} @inproceedings{bb158833, 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#TT154737"} @inproceedings{bb158834, 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#TT154738"} @inproceedings{bb158835, 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#TT154739"} @inproceedings{bb158836, 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#TT154740"} @inproceedings{bb158837, 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#TT154741"} @inproceedings{bb158838, 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#TT154742"} @inproceedings{bb158839, 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#TT154743"} @inproceedings{bb158840, 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#TT154744"} @inproceedings{bb158841, 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#TT154745"} @inproceedings{bb158842, 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#TT154746"} @inproceedings{bb158843, 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#TT154747"} @inproceedings{bb158844, 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#TT154748"} @inproceedings{bb158845, 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#TT154749"} @inproceedings{bb158846, 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#TT154750"} @inproceedings{bb158847, 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#TT154751"} @inproceedings{bb158848, 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#TT154752"} @inproceedings{bb158849, 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#TT154753"} @inproceedings{bb158850, 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#TT154754"} @inproceedings{bb158851, 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#TT154755"} @inproceedings{bb158852, 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#TT154756"} @inproceedings{bb158853, 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#TT154757"} @inproceedings{bb158854, 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#TT154758"} @inproceedings{bb158855, 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#TT154759"} @inproceedings{bb158856, 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#TT154760"} @inproceedings{bb158857, 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#TT154761"} @inproceedings{bb158858, 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#TT154762"} @inproceedings{bb158859, 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#TT154763"} @inproceedings{bb158860, 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#TT154764"} @inproceedings{bb158861, 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#TT154765"} @inproceedings{bb158862, 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#TT154766"} @inproceedings{bb158863, 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#TT154767"} @inproceedings{bb158864, 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#TT154768"} @inproceedings{bb158865, 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#TT154769"} @inproceedings{bb158866, 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#TT154770"} @inproceedings{bb158867, 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#TT154771"} @inproceedings{bb158868, 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#TT154772"} @inproceedings{bb158869, 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#TT154773"} @inproceedings{bb158870, 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#TT154774"} @inproceedings{bb158871, 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#TT154775"} @inproceedings{bb158872, 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#TT154776"} @inproceedings{bb158873, 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#TT154777"} @inproceedings{bb158874, 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#TT154778"} @inproceedings{bb158875, 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#TT154779"} @inproceedings{bb158876, 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#TT154780"} @inproceedings{bb158877, 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#TT154781"} @inproceedings{bb158878, 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#TT154782"} @inproceedings{bb158879, 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#TT154783"} @inproceedings{bb158880, 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#TT154784"} @inproceedings{bb158881, 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#TT154785"} @inproceedings{bb158882, 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#TT154786"} @inproceedings{bb158883, 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#TT154787"} @inproceedings{bb158884, 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#TT154788"} @inproceedings{bb158885, 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#TT154789"} @inproceedings{bb158886, 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#TT154790"} @inproceedings{bb158887, 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#TT154791"} @inproceedings{bb158888, 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#TT154792"} @inproceedings{bb158889, 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#TT154793"} @inproceedings{bb158890, 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#TT154794"} @inproceedings{bb158891, 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#TT154795"} @article{bb158892, AUTHOR = "Yu, Y.J. and Lee, H.J. and Lee, H. and Ro, Y.M.", TITLE = "Defending Person Detection Against Adversarial Patch Attack by Using Universal Defensive Frame", JOURNAL = IP, VOLUME = "31", YEAR = "2022", PAGES = "6976-6990", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advpat8.html#TT154796"} @article{bb158893, AUTHOR = "Zhang, Y.C. and Zhang, Y. and Qi, J.H. and Bin, K.C. and Wen, H. and Tong, X.Q. and Zhong, P.", TITLE = "Adversarial Patch Attack on Multi-Scale Object Detection for UAV Remote Sensing Images", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "21", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advpat8.html#TT154797"} @article{bb158894, AUTHOR = "Shi, M.C. and Xie, F. and Yang, J.Q. and Zhao, J. and Liu, X.X. and Wang, F.", TITLE = "Cutout with patch-loss augmentation for improving generative adversarial networks against instability", JOURNAL = CVIU, VOLUME = "234", YEAR = "2023", PAGES = "103761", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advpat8.html#TT154798"} @article{bb158895, AUTHOR = "Pintor, M. and Angioni, D. and Sotgiu, A. and Demetrio, L. and Demontis, A. and Biggio, B. and Roli, F.", TITLE = "ImageNet-Patch: A dataset for benchmarking machine learning robustness against adversarial patches", JOURNAL = PR, VOLUME = "134", YEAR = "2023", PAGES = "109064", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advpat8.html#TT154799"} @article{bb158896, AUTHOR = "Wei, X.X. and Wang, S.P. and Yan, H.Q.", TITLE = "Efficient Robustness Assessment via Adversarial Spatial-Temporal Focus on Videos", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "9", MONTH = "September", PAGES = "10898-10912", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advpat8.html#TT154800"} @article{bb158897, AUTHOR = "Wang, Z. and Wang, B.H. and Zhang, C.L. and Liu, Y.H.", TITLE = "Defense against Adversarial Patch Attacks for Aerial Image Semantic Segmentation by Robust Feature Extraction", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "6", PAGES = "1690", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advpat8.html#TT154801"} @article{bb158898, AUTHOR = "Wang, Z. and Wang, B.H. and Zhang, C.L. and Liu, Y.H. and Guo, J.X.", TITLE = "Defending against Poisoning Attacks in Aerial Image Semantic Segmentation with Robust Invariant Feature Enhancement", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advpat8.html#TT154802"} @article{bb158899, AUTHOR = "Wang, Z. and Wang, B.H. and Zhang, C.L. and Liu, Y.H. and Guo, J.X.", TITLE = "Robust Feature-Guided Generative Adversarial Network for Aerial Image Semantic Segmentation against Backdoor Attacks", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advpat8.html#TT154803"}