@inproceedings{bb144400, AUTHOR = "Xu, K. and Xiao, Y. and Zheng, Z.H. and Cai, K. and Nevatia, R.", TITLE = "PatchZero: Defending against Adversarial Patch Attacks by Detecting and Zeroing the Patch", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "4621-4630", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140387"} @inproceedings{bb144401, AUTHOR = "Dargaud, L. and Ibsen, M. and Tapia, J. and Busch, C.", TITLE = "A Principal Component Analysis-Based Approach for Single Morphing Attack Detection", BOOKTITLE = Explain-Bio23, YEAR = "2023", PAGES = "683-692", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140388"} @inproceedings{bb144402, AUTHOR = "Drenkow, N. and Lennon, M. and Wang, I.J. and Burlina, P.", TITLE = "Do Adaptive Active Attacks Pose Greater Risk Than Static Attacks?", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "1380-1389", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140389"} @inproceedings{bb144403, AUTHOR = "Chen, Y.K. and Zhang, M. and Li, J. and Kuang, X.H.", TITLE = "Adversarial Attacks and Defenses in Image Classification: A Practical Perspective", BOOKTITLE = ICIVC22, YEAR = "2022", PAGES = "424-430", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140390"} @inproceedings{bb144404, AUTHOR = "Beetham, J. and Kardan, N. and Mian, A. and Shah, M.", TITLE = "Detecting Compromised Architecture/Weights of a Deep Model", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2843-2849", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140391"} @inproceedings{bb144405, AUTHOR = "Hwang, D. and Lee, E. and Rhee, W.", TITLE = "AID-Purifier: A Light Auxiliary Network for Boosting Adversarial Defense", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2401-2407", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140392"} @inproceedings{bb144406, AUTHOR = "Tasaki, H. and Kaneko, Y. and Chao, J.H.", TITLE = "Curse of co-Dimensionality: Explaining Adversarial Examples by Embedding Geometry of Data Manifold", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2364-2370", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140393"} @inproceedings{bb144407, AUTHOR = "Modas, A. and Rade, R. and Ortiz Jimenez, G. and Moosavi Dezfooli, S.M. and Frossard, P.", TITLE = "PRIME: A Few Primitives Can Boost Robustness to Common Corruptions", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXV:623-640", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140394"} @inproceedings{bb144408, AUTHOR = "Khalsi, R. and Smati, I. and Sallami, M.M. and Ghorbel, F.", TITLE = "A Novel System for Deep Contour Classifiers Certification Under Filtering Attacks", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "3561-3565", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140395"} @inproceedings{bb144409, AUTHOR = "Zhang, Y.X. and Dong, B. and Heide, F.", TITLE = "All You Need Is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XIX:323-343", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140396"} @inproceedings{bb144410, AUTHOR = "Lu, B. and Liu, J.Y. and Xiong, H.L.", TITLE = "Transformation-Based Adversarial Defense Via Sparse Representation", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "1726-1730", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140397"} @inproceedings{bb144411, AUTHOR = "Subramanyam, A.V. and Raj, A.", TITLE = "Barycentric Defense", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "2276-2280", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140398"} @inproceedings{bb144412, AUTHOR = "Do, K. and Harikumar, H. and Le, H. and Nguyen, D. and Tran, T. and Rana, S. and Nguyen, D. and Susilo, W. and Venkatesh, S.", TITLE = "Towards Effective and Robust Neural Trojan Defenses via Input Filtering", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "V:283-300", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140399"} @inproceedings{bb144413, AUTHOR = "Sun, J.C. and Mehra, A. and Kailkhura, B. and Chen, P.Y. and Hendrycks, D. and Hamm, J. and Mao, Z.M.", TITLE = "A Spectral View of Randomized Smoothing Under Common Corruptions: Benchmarking and Improving Certified Robustness", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "IV:654-671", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140400"} @inproceedings{bb144414, AUTHOR = "Li, G.L. and Xu, G.W. and Qiu, H. and He, R. and Li, J. and Zhang, T.W.", TITLE = "Improving Adversarial Robustness of 3D Point Cloud Classification Models", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "IV:672-689", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140401"} @inproceedings{bb144415, AUTHOR = "Kowalski, C. and Famili, A. and Lao, Y.J.", TITLE = "Towards Model Quantization on the Resilience Against Membership Inference Attacks", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "3646-3650", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140402"} @inproceedings{bb144416, AUTHOR = "Nayak, G.K. and Rawal, R. and Lal, R. and Patil, H. and Chakraborty, A.", TITLE = "Holistic Approach to Measure Sample-level Adversarial Vulnerability and its Utility in Building Trustworthy Systems", BOOKTITLE = HCIS22, YEAR = "2022", PAGES = "4331-4340", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140403"} @inproceedings{bb144417, AUTHOR = "Chen, Y.W.", TITLE = "Rethinking Adversarial Examples in Wargames", BOOKTITLE = ArtOfRobust22, YEAR = "2022", PAGES = "100-106", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140404"} @inproceedings{bb144418, AUTHOR = "Lovisotto, G. and Finnie, N. and Munoz, M. and Murnmadi, C.K. and Metzen, J.H.", TITLE = "Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "15213-15222", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140405"} @inproceedings{bb144419, AUTHOR = "Haque, M. and Budnik, C.J. and Yang, W.", TITLE = "CorrGAN: Input Transformation Technique Against Natural Corruptions", BOOKTITLE = ArtOfRobust22, YEAR = "2022", PAGES = "193-196", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140406"} @inproceedings{bb144420, AUTHOR = "Ren, S.C. and Gao, Z.Q. and Hua, T.Y. and Xue, Z. and Tian, Y.L. and He, S.F. and Zhao, H.", TITLE = "Co-advise: Cross Inductive Bias Distillation", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "16752-16761", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140407"} @inproceedings{bb144421, AUTHOR = "Pang, T.Y. and Zhang, H. and He, D. and Dong, Y.P. and Su, H. and Chen, W. and Zhu, J. and Liu, T. .Y.", TITLE = "Two Coupled Rejection Metrics Can Tell Adversarial Examples Apart", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "15202-15212", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140408"} @inproceedings{bb144422, AUTHOR = "Li, K.D. and Zhang, Z.M. and Zhong, C.C. and Wang, G.H.", TITLE = "Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks with Implicit Gradients", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "15273-15283", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140409"} @inproceedings{bb144423, AUTHOR = "Ren, Q.B. and Bao, Q.Q. and Wang, R.Z. and Yan, J.C.", TITLE = "Appearance and Structure Aware Robust Deep Visual Graph Matching: Attack, Defense and Beyond", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "15242-15251", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140410"} @inproceedings{bb144424, AUTHOR = "Vellaichamy, S. and Hull, M. and Wang, Z.J.J. and Das, N. and Peng, S.Y. and Park, H. and Chau, D.H.P.", TITLE = "DetectorDetective: Investigating the Effects of Adversarial Examples on Object Detectors", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "21452-21459", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140411"} @inproceedings{bb144425, AUTHOR = "Lee, B.K. and Kim, J. and Ro, Y.M.", TITLE = "Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "15105-15115", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140412"} @inproceedings{bb144426, AUTHOR = "Liu, Y. and Cheng, Y. and Gao, L.L. and Liu, X.L. and Zhang, Q.L. and Song, J.K.", TITLE = "Practical Evaluation of Adversarial Robustness via Adaptive Auto Attack", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "15084-15093", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140413"} @inproceedings{bb144427, AUTHOR = "Ozdenizci, O. and Legenstein, R.", TITLE = "Improving Robustness Against Stealthy Weight Bit-Flip Attacks by Output Code Matching", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "13378-13387", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140414"} @inproceedings{bb144428, AUTHOR = "Dong, J.H. and Wang, Y. and Lai, J.H. and Xie, X.H.", TITLE = "Improving Adversarially Robust Few-shot Image Classification with Generalizable Representations", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "9015-9024", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140415"} @inproceedings{bb144429, AUTHOR = "Yamada, Y. and Otani, M.", TITLE = "Does Robustness on ImageNet Transfer to Downstream Tasks?", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "9205-9214", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140416"} @inproceedings{bb144430, AUTHOR = "Mao, X.F. and Qi, G. and Chen, Y.F. and Li, X.D. and Duan, R.J. and Ye, S. and He, Y. and Xue, H.", TITLE = "Towards Robust Vision Transformer", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "12032-12041", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140417"} @inproceedings{bb144431, AUTHOR = "Chen, T.L. and Zhang, Z.Y. and Zhang, Y.H. and Chang, S.Y. and Liu, S. and Wang, Z.Y.", TITLE = "Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "588-599", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140418"} @inproceedings{bb144432, AUTHOR = "Sun, M.J. and Li, Z.C. and Xiao, C.W. and Qiu, H. and Kailkhura, B. and Liu, M.Y. and Li, B.", TITLE = "Can Shape Structure Features Improve Model Robustness under Diverse Adversarial Settings?", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "7506-7515", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140419"} @inproceedings{bb144433, AUTHOR = "Yu, C. and Chen, J.S. and Xue, Y. and Liu, Y.Y. and Wan, W.T. and Bao, J.Y. and Ma, H.M.", TITLE = "Defending against Universal Adversarial Patches by Clipping Feature Norms", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "16414-16422", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140420"} @inproceedings{bb144434, AUTHOR = "Huang, J.X. and Guan, D. and Xiao, A. and Lu, S.J.", TITLE = "RDA: Robust Domain Adaptation via Fourier Adversarial Attacking", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "8968-8979", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140421"} @inproceedings{bb144435, AUTHOR = "Yin, M.J. and Li, S. and Cai, Z. and Song, C.Y. and Asif, M.S. and Roy Chowdhury, A.K. and Krishnamurthy, S.V.", TITLE = "Exploiting Multi-Object Relationships for Detecting Adversarial Attacks in Complex Scenes", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "7838-7847", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140422"} @inproceedings{bb144436, AUTHOR = "Abusnaina, A. and Wu, Y.H. and Arora, S. and Wang, Y.Z. and Wang, F. and Yang, H. and Mohaisen, D.", TITLE = "Adversarial Example Detection Using Latent Neighborhood Graph", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "7667-7676", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140423"} @inproceedings{bb144437, AUTHOR = "Mao, C.Z. and Chiquier, M. and Wang, H. and Yang, J.F. and Vondrick, C.", TITLE = "Adversarial Attacks are Reversible with Natural Supervision", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "641-651", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140424"} @inproceedings{bb144438, AUTHOR = "Zhao, X.J. and Zhang, W.C. and Xiao, X.K. and Lim, B.", TITLE = "Exploiting Explanations for Model Inversion Attacks", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "662-672", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140425"} @inproceedings{bb144439, AUTHOR = "Wang, Q. and Kurz, D.", TITLE = "Reconstructing Training Data from Diverse ML Models by Ensemble Inversion", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "3870-3878", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140426"} @inproceedings{bb144440, AUTHOR = "Tursynbek, N. and Petiushko, A. and Oseledets, I.", TITLE = "Geometry-Inspired Top-k Adversarial Perturbations", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "4059-4068", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140427"} @inproceedings{bb144441, AUTHOR = "Nayak, G.K. and Rawal, R. and Chakraborty, A.", TITLE = "DAD: Data-free Adversarial Defense at Test Time", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "3788-3797", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140428"} @inproceedings{bb144442, 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#TT140429"} @inproceedings{bb144443, 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#TT140430"} @inproceedings{bb144444, AUTHOR = "Nesti, F. and Rossolini, G. and Nair, S. and Biondi, A. and Buttazzo, G.", TITLE = "Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "2826-2835", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140431"} @inproceedings{bb144445, 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#TT140432"} @inproceedings{bb144446, 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#TT140433"} @inproceedings{bb144447, 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#TT140434"} @inproceedings{bb144448, 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#TT140435"} @inproceedings{bb144449, 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#TT140436"} @inproceedings{bb144450, 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#TT140437"} @inproceedings{bb144451, 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#TT140438"} @inproceedings{bb144452, 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#TT140439"} @inproceedings{bb144453, 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#TT140440"} @inproceedings{bb144454, 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#TT140441"} @inproceedings{bb144455, 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#TT140442"} @inproceedings{bb144456, 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#TT140443"} @inproceedings{bb144457, 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#TT140444"} @inproceedings{bb144458, 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#TT140445"} @inproceedings{bb144459, 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#TT140446"} @inproceedings{bb144460, 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#TT140447"} @inproceedings{bb144461, AUTHOR = "Mehra, A. and Kailkhura, B. and Chen, P.Y. and Hamm, J.", TITLE = "How Robust are Randomized Smoothing based Defenses to Data Poisoning?", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "13239-13248", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140448"} @inproceedings{bb144462, 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#TT140449"} @inproceedings{bb144463, 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#TT140450"} @inproceedings{bb144464, 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#TT140451"} @inproceedings{bb144465, 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#TT140452"} @inproceedings{bb144466, 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#TT140453"} @inproceedings{bb144467, 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#TT140454"} @inproceedings{bb144468, 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#TT140455"} @inproceedings{bb144469, 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#TT140456"} @inproceedings{bb144470, AUTHOR = "Li, H. 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#TT140457"} @inproceedings{bb144471, 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#TT140458"} @inproceedings{bb144472, 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#TT140459"} @inproceedings{bb144473, 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#TT140460"} @inproceedings{bb144474, AUTHOR = "Sircelj, J. and Skocaj, D.", TITLE = "Accuracy-Perturbation Curves for Evaluation of Adversarial Attack and Defence Methods", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "6290-6297", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140461"} @inproceedings{bb144475, 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#TT140462"} @inproceedings{bb144476, 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#TT140463"} @inproceedings{bb144477, AUTHOR = "Bouniot, Q. and Audigier, R. and Loesch, A.", TITLE = "Optimal Transport as a Defense Against Adversarial Attacks", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "5044-5051", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140464"} @inproceedings{bb144478, 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#TT140465"} @inproceedings{bb144479, 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#TT140466"} @inproceedings{bb144480, AUTHOR = "Gittings, T. and Schneider, S. and Collomosse, J.", TITLE = "Vax-a-net: Training-time Defence Against Adversarial Patch Attacks", BOOKTITLE = ACCV20, YEAR = "2020", PAGES = "IV:235-251", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140467"} @inproceedings{bb144481, 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#TT140468"} @inproceedings{bb144482, 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#TT140469"} @inproceedings{bb144483, 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#TT140470"} @inproceedings{bb144484, 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#TT140471"} @inproceedings{bb144485, 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#TT140472"} @inproceedings{bb144486, 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#TT140473"} @inproceedings{bb144487, AUTHOR = "Jia, S. and Ma, C. and Song, Y.B. and Yang, X.K.", TITLE = "Robust Tracking Against Adversarial Attacks", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XIX:69-84", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140474"} @inproceedings{bb144488, 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#TT140475"} @inproceedings{bb144489, 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#TT140476"} @inproceedings{bb144490, 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#TT140477"} @inproceedings{bb144491, 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#TT140478"} @inproceedings{bb144492, 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#TT140479"} @inproceedings{bb144493, 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#TT140480"} @inproceedings{bb144494, 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#TT140481"} @inproceedings{bb144495, 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#TT140482"} @inproceedings{bb144496, 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#TT140483"} @inproceedings{bb144497, 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#TT140484"} @inproceedings{bb144498, 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#TT140485"} @inproceedings{bb144499, 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#TT140486"}