@inproceedings{bb154500, 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/pattern654advpat8.html#TT150413"} @inproceedings{bb154501, AUTHOR = "Liu, J. and Levine, A. and Lau, C.P. and Chellappa, R. and Feizi, S.", TITLE = "Segment and Complete: Defending Object Detectors against Adversarial Patch Attacks with Robust Patch Detection", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "14953-14962", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advpat8.html#TT150414"} @inproceedings{bb154502, 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/pattern654advpat8.html#TT150415"} @inproceedings{bb154503, 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/pattern654advpat8.html#TT150416"} @inproceedings{bb154504, AUTHOR = "Lennon, M. and Drenkow, N. and Burlina, P.", TITLE = "Patch Attack Invariance: How Sensitive are Patch Attacks to 3D Pose?", BOOKTITLE = AROW21, YEAR = "2021", PAGES = "112-121", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advpat8.html#TT150417"} @inproceedings{bb154505, 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/pattern654advpat8.html#TT150418"} @article{bb154506, AUTHOR = "Seo, S. and Lee, Y. and Kang, P.", TITLE = "Cost-free adversarial defense: Distance-based optimization for model robustness without adversarial training", JOURNAL = CVIU, VOLUME = "227", YEAR = "2023", PAGES = "103599", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150419"} @article{bb154507, AUTHOR = "Cheng, Z. and Zhu, F. and Zhang, X.Y. and Liu, C.L.", TITLE = "Adversarial training with distribution normalization and margin balance", JOURNAL = PR, VOLUME = "136", YEAR = "2023", PAGES = "109182", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150420"} @article{bb154508, AUTHOR = "Lau, C.P. and Liu, J. and Souri, H. and Lin, W.A. and Feizi, S. and Chellappa, R.", TITLE = "Interpolated Joint Space Adversarial Training for Robust and Generalizable Defenses", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "11", MONTH = "November", PAGES = "13054-13067", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150421"} @article{bb154509, AUTHOR = "Miao, J.Z. and Yu, X.Z. and Hu, Z.C. and Song, Y. and Liu, L. and Zhou, Z.G.", TITLE = "An effective deep learning adversarial defense method based on spatial structural constraints in embedding space", JOURNAL = PRL, VOLUME = "178", YEAR = "2024", PAGES = "160-166", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150422"} @inproceedings{bb154510, AUTHOR = "Prach, B. and Brau, F. and Buttazzo, G. and Lampert, C.H.", TITLE = "1-Lipschitz Layers Compared: Memory, Speed, and Certifiable Robustness", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "24574-24583", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150423"} @inproceedings{bb154511, AUTHOR = "Song, K.Y. and Lai, H.J. and Pan, Y. and Yin, J.", TITLE = "MimicDiffusion: Purifying Adversarial Perturbation via Mimicking Clean Diffusion Model", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "24665-24674", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150424"} @inproceedings{bb154512, AUTHOR = "Wang, Z. and Li, X.H. and Zhu, H. and Xie, C.", TITLE = "Revisiting Adversarial Training at Scale", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "24675-24685", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150425"} @inproceedings{bb154513, AUTHOR = "Xiao, Y. and Ma, S.Q. and Zhai, J. and Fang, C.R. and Jia, J.Y. and Chen, Z.Y.", TITLE = "Towards General Robustness Verification of MaxPool-Based Convolutional Neural Networks via Tightening Linear Approximation", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "24766-24775", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150426"} @inproceedings{bb154514, AUTHOR = "Li, Q. and Hu, Y.X. and Dong, Y.P. and Zhang, D.X. and Chen, Y.", TITLE = "Focus on Hiders: Exploring Hidden Threats for Enhancing Adversarial Training", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "24442-24451", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150427"} @inproceedings{bb154515, AUTHOR = "Yin, X.Y. and Ruan, W.J.", TITLE = "Boosting Adversarial Training via Fisher-Rao Norm-Based Regularization", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "24544-24553", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150428"} @inproceedings{bb154516, AUTHOR = "Tang, L. and Zhang, L.", TITLE = "Robust Overfitting Does Matter: Test-Time Adversarial Purification with FGSM", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "24347-24356", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150429"} @inproceedings{bb154517, AUTHOR = "Zhao, M. and Zhang, L. and Kong, Y.Q. and Yin, B.C.", TITLE = "Fast Adversarial Training with Smooth Convergence", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "4697-4706", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150430"} @inproceedings{bb154518, AUTHOR = "Ge, Y. and Li, Y. and Han, K. and Zhu, J. and Long, X.Z.", TITLE = "Advancing Example Exploitation Can Alleviate Critical Challenges in Adversarial Training", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "145-154", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150431"} @inproceedings{bb154519, AUTHOR = "Wei, Z. and Wang, Y.F. and Guo, Y.W. and Wang, Y.", TITLE = "CFA: Class-Wise Calibrated Fair Adversarial Training", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "8193-8201", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150432"} @inproceedings{bb154520, AUTHOR = "Dong, J.H. and Moosavi Dezfooli, S.M. and Lai, J.H. and Xie, X.H.", TITLE = "The Enemy of My Enemy is My Friend: Exploring Inverse Adversaries for Improving Adversarial Training", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "24678-24687", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150433"} @inproceedings{bb154521, AUTHOR = "Hsiung, L. and Tsai, Y.Y. and Chen, P.Y. and Ho, T.Y.", TITLE = "Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "24658-24667", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150434"} @inproceedings{bb154522, AUTHOR = "Jin, G.J. and Yi, X.P. and Wu, D.Y. and Mu, R.H. and Huang, X.W.", TITLE = "Randomized Adversarial Training via Taylor Expansion", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "16447-16457", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150435"} @inproceedings{bb154523, AUTHOR = "Gavrikov, P. and Keuper, J. and Keuper, M.", TITLE = "An Extended Study of Human-like Behavior under Adversarial Training", BOOKTITLE = AML23, YEAR = "2023", PAGES = "2361-2368", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150436"} @inproceedings{bb154524, AUTHOR = "Byun, J. and Go, H. and Cho, S. and Kim, C.", TITLE = "Exploiting Doubly Adversarial Examples for Improving Adversarial Robustness", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "1331-1335", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150437"} @inproceedings{bb154525, AUTHOR = "Wang, Z. and Li, C.C. and Li, H.", TITLE = "Adversarial Training of Anti-Distilled Neural Network with Semantic Regulation of Class Confidence", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "3576-3580", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150438"} @inproceedings{bb154526, AUTHOR = "Yin, X. and Li, S.Y. and Rohde, G.K.", TITLE = "Learning Energy-Based Models with Adversarial Training", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "V:209-226", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150439"} @inproceedings{bb154527, AUTHOR = "Yang, S. and Xu, C.", TITLE = "One Size Does NOT Fit All: Data-Adaptive Adversarial Training", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "V:70-85", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150440"} @inproceedings{bb154528, AUTHOR = "Dolatabadi, H.M. and Erfani, S. and Leckie, C.", TITLE = "l8-Robustness and Beyond: Unleashing Efficient Adversarial Training", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XI:467-483", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150441"} @inproceedings{bb154529, AUTHOR = "Jia, X.J. and Zhang, Y. and Wu, B.Y. and Ma, K. and Wang, J. and Cao, X.C.", TITLE = "LAS-AT: Adversarial Training with Learnable Attack Strategy", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "13388-13398", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150442"} @inproceedings{bb154530, AUTHOR = "Li, T. and Wu, Y. and Chen, S. and Fang, K. and Huang, X.L.", TITLE = "Subspace Adversarial Training", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "13399-13408", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150443"} @inproceedings{bb154531, AUTHOR = "Poursaeed, O. and Jiang, T.X. and Yang, H. and Belongie, S. and Lim, S.N.", TITLE = "Robustness and Generalization via Generative Adversarial Training", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "15691-15700", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150444"} @inproceedings{bb154532, AUTHOR = "Xu, W.P. and Huang, H.C. and Pan, S.Y.", TITLE = "Using Feature Alignment Can Improve Clean Average Precision and Adversarial Robustness In Object Detection", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "2184-2188", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150445"} @inproceedings{bb154533, AUTHOR = "Yu, C. and Xue, Y.Z. and Chen, J.S. and Wang, Y. and Ma, H.M.", TITLE = "Enhancing Adversarial Robustness for Image Classification By Regularizing Class Level Feature Distribution", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "494-498", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150446"} @inproceedings{bb154534, AUTHOR = "Dabouei, A. and Taherkhani, F. and Soleymani, S. and Nasrabadi, N.M.", TITLE = "Revisiting Outer Optimization in Adversarial Training", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "V:244-261", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150447"} @inproceedings{bb154535, AUTHOR = "Dabouei, A. and Soleymani, S. and Taherkhani, F. and Dawson, J. and Nasrabadi, N.M.", TITLE = "Exploiting Joint Robustness to Adversarial Perturbations", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "1119-1128", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150448"} @inproceedings{bb154536, AUTHOR = "Addepalli, S. and Jain, S. and Sriramanan, G. and Babu, R.V.", TITLE = "Scaling Adversarial Training to Large Perturbation Bounds", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "V:301-316", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150449"} @inproceedings{bb154537, AUTHOR = "Vivek, B.S. and Revanur, A. and Venkat, N. and Babu, R.V.", TITLE = "Plug-And-Pipeline: Efficient Regularization for Single-Step Adversarial Training", BOOKTITLE = TCV20, YEAR = "2020", PAGES = "138-146", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150450"} @inproceedings{bb154538, AUTHOR = "Wang, J. and Zhang, H.", TITLE = "Bilateral Adversarial Training: Towards Fast Training of More Robust Models Against Adversarial Attacks", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "6628-6637", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150451"} @inproceedings{bb154539, AUTHOR = "Ye, S. and Xu, K. and Liu, S. and Cheng, H. and Lambrechts, J. and Zhang, H. and Zhou, A. and Ma, K. and Wang, Y. and Lin, X.", TITLE = "Adversarial Robustness vs. Model Compression, or Both?", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "111-120", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150452"} @inproceedings{bb154540, AUTHOR = "Moosavi Dezfooli, S.M. and Fawzi, A. and Uesato, J. and Frossard, P.", TITLE = "Robustness via Curvature Regularization, and Vice Versa", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "9070-9078", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150453"} @inproceedings{bb154541, AUTHOR = "Mummadi, C.K. and Brox, T. and Metzen, J.H.", TITLE = "Defending Against Universal Perturbations With Shared Adversarial Training", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "4927-4936", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advtra7.html#TT150454"} @article{bb154542, AUTHOR = "Romano, Y. and Aberdam, A. and Sulam, J. and Elad, M.", TITLE = "Adversarial Noise Attacks of Deep Learning Architectures: Stability Analysis via Sparse-Modeled Signals", JOURNAL = JMIV, VOLUME = "62", YEAR = "2020", NUMBER = "3", MONTH = "April", PAGES = "313-327", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150455"} @article{bb154543, AUTHOR = "Zhao, Z.Q. and Wang, H.Y. and Sun, H. and Yuan, J.H. and Huang, Z.C. and He, Z.H.", TITLE = "Removing Adversarial Noise via Low-Rank Completion of High-Sensitivity Points", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "6485-6497", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150456"} @article{bb154544, AUTHOR = "Nguyen, H.H. and Kuribayashi, M. and Yamagishi, J. and Echizen, I.", TITLE = "Effects of Image Processing Operations on Adversarial Noise and Their Use in Detecting and Correcting Adversarial Images", JOURNAL = IEICE, VOLUME = "E105-D", YEAR = "2022", NUMBER = "1", MONTH = "January", PAGES = "65-77", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150457"} @article{bb154545, AUTHOR = "Gao, S. and Yu, S. and Wu, L.W. and Yao, S.W. and Zhou, X.W.", TITLE = "Detecting adversarial examples by additional evidence from noise domain", JOURNAL = IET-IPR, VOLUME = "16", YEAR = "2022", NUMBER = "2", PAGES = "378-392", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150458"} @article{bb154546, AUTHOR = "Cheng, Y.P. and Guo, Q. and Juefei Xu, F. and Lin, S.W. and Feng, W. and Lin, W.S. and Liu, Y.", TITLE = "Pasadena: Perceptually Aware and Stealthy Adversarial Denoise Attack", JOURNAL = MultMed, VOLUME = "24", YEAR = "2022", PAGES = "3807-3822", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150459"} @article{bb154547, AUTHOR = "Yang, D. and Chen, W. and Wei, S.J.", TITLE = "DTFA: Adversarial attack with discrete cosine transform noise and target features on deep neural networks", JOURNAL = IET-IPR, VOLUME = "17", YEAR = "2023", NUMBER = "5", PAGES = "1464-1477", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150460"} @article{bb154548, AUTHOR = "Ying, C.Y. and You, Q.B. and Zhou, X.N. and Su, H. and Ding, W.B. and Ai, J.Y.", TITLE = "Consistent attack: Universal adversarial perturbation on embodied vision navigation", JOURNAL = PRL, VOLUME = "168", YEAR = "2023", PAGES = "57-63", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150461"} @article{bb154549, AUTHOR = "Li, Y.Z. and Zhang, C. and Qi, H.G. and Lyu, S.W.", TITLE = "AdaNI: Adaptive Noise Injection to improve adversarial robustness", JOURNAL = CVIU, VOLUME = "238", YEAR = "2024", PAGES = "103855", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150462"} @article{bb154550, AUTHOR = "Park, J. and Shin, S. and Hwang, S. and Choi, S.", TITLE = "Elucidating robust learning with uncertainty-aware corruption pattern estimation", JOURNAL = PR, VOLUME = "138", YEAR = "2023", PAGES = "109387", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150463"} @article{bb154551, AUTHOR = "Xie, W.C. and Luo, C. and Wang, G. and Shen, L.L. and Lai, Z.H. and Song, S.Y.", TITLE = "Network characteristics adaption and hierarchical feature exploration for robust object recognition", JOURNAL = PR, VOLUME = "149", YEAR = "2024", PAGES = "110240", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150464"} @inproceedings{bb154552, AUTHOR = "He, X.L. and Lin, Q.L. and Luo, C. and Xie, W.C. and Song, S.Y. and Liu, F. and Shen, L.L.", TITLE = "Shift from Texture-bias to Shape-Bias: Edge Deformation-Based Augmentation for Robust Object Recognition", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "1526-1535", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150465"} @article{bb154553, AUTHOR = "Wei, H. and Tang, H. and Jia, X.M. and Wang, Z.X. and Yu, H. and Li, Z. and Satoh, S. and Van Gool, L.J. and Wang, Z.", TITLE = "Physical Adversarial Attack Meets Computer Vision: A Decade Survey", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "12", MONTH = "December", PAGES = "9797-9817", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150466"} @inproceedings{bb154554, AUTHOR = "Azuma, H. and Matsui, Y.", TITLE = "Defense-Prefix for Preventing Typographic Attacks on CLIP", BOOKTITLE = AROW23, YEAR = "2023", PAGES = "3646-3655", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150467"} @inproceedings{bb154555, AUTHOR = "Luzi, L. and Marrero, C.O. and Wynar, N. and Baraniuk, R.G. and Henry, M.J.", TITLE = "Evaluating generative networks using Gaussian mixtures of image features", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "279-288", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150468"} @inproceedings{bb154556, AUTHOR = "Choi, J.H. and Zhang, H. and Kim, J.H. and Hsieh, C.J. and Lee, J.S.", TITLE = "Deep Image Destruction: Vulnerability of Deep Image-to-Image Models against Adversarial Attacks", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "1287-1293", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150469"} @inproceedings{bb154557, AUTHOR = "Thakur, N. and Li, B.X.", TITLE = "PAT: Pseudo-Adversarial Training For Detecting Adversarial Videos", BOOKTITLE = ArtOfRobust22, YEAR = "2022", PAGES = "130-137", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150470"} @inproceedings{bb154558, AUTHOR = "Zhou, D.W. and Wang, N.N. and Peng, C.L. and Gao, X.B. and Wang, X.Y. and Yu, J. and Liu, T.L.", TITLE = "Removing Adversarial Noise in Class Activation Feature Space", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "7858-7867", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150471"} @inproceedings{bb154559, AUTHOR = "Zhang, C. and Gao, P.", TITLE = "Countering Adversarial Examples: Combining Input Transformation and Noisy Training", BOOKTITLE = AROW21, YEAR = "2021", PAGES = "102-111", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150472"} @inproceedings{bb154560, AUTHOR = "Deng, K. and Peng, A. and Dong, W.L. and Zeng, H.", TITLE = "Detecting C &W Adversarial Images Based on Noise Addition-Then-Denoising", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "3607-3611", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150473"} @inproceedings{bb154561, AUTHOR = "Tan, Y.X.M. and Elovici, Y. and Binder, A.", TITLE = "Adaptive Noise Injection for Training Stochastic Student Networks from Deterministic Teachers", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "7587-7594", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150474"} @inproceedings{bb154562, AUTHOR = "Yan, B. and Wang, D. and Lu, H. and Yang, X.", TITLE = "Cooling-Shrinking Attack: Blinding the Tracker With Imperceptible Noises", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "987-996", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150475"} @inproceedings{bb154563, AUTHOR = "Yi, C. and Li, H. and Wan, R. and Kot, A.C.", TITLE = "Improving Robustness of DNNs against Common Corruptions via Gaussian Adversarial Training", BOOKTITLE = VCIP20, YEAR = "2020", PAGES = "17-20", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150476"} @inproceedings{bb154564, 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/pattern654defnois6.html#TT150477"} @inproceedings{bb154565, 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/pattern654defnois6.html#TT150478"} @inproceedings{bb154566, AUTHOR = "Borkar, T. and Heide, F. and Karam, L.J.", TITLE = "Defending Against Universal Attacks Through Selective Feature Regeneration", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "706-716", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150479"} @inproceedings{bb154567, 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/pattern654defnois6.html#TT150480"} @inproceedings{bb154568, AUTHOR = "Shi, Y. and Han, Y. and Tian, Q.", TITLE = "Polishing Decision-Based Adversarial Noise With a Customized Sampling", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "1027-1035", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150481"} @inproceedings{bb154569, 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/pattern654defnois6.html#TT150482"} @inproceedings{bb154570, AUTHOR = "Kaneko, T. and Harada, T.", TITLE = "Blur, Noise, and Compression Robust Generative Adversarial Networks", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "13574-13584", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT150483"} @inproceedings{bb154571, 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/pattern654defnois6.html#TT150484"} @inproceedings{bb154572, 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/pattern654defnois6.html#TT150485"} @inproceedings{bb154573, 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/pattern654defnois6.html#TT150486"} @inproceedings{bb154574, 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/pattern654defnois6.html#TT150487"} @inproceedings{bb154575, 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/pattern654defnois6.html#TT150488"} @article{bb154576, AUTHOR = "Biggio, B. and Roli, F.", TITLE = "Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning", JOURNAL = PR, VOLUME = "84", YEAR = "2018", PAGES = "317-331", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150489"} @article{bb154577, AUTHOR = "Croce, F. and Rauber, J. and Hein, M.", TITLE = "Scaling up the Randomized Gradient-Free Adversarial Attack Reveals Overestimation of Robustness Using Established Attacks", JOURNAL = IJCV, VOLUME = "128", YEAR = "2020", NUMBER = "4", MONTH = "April", PAGES = "1028-1046", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150490"} @inproceedings{bb154578, AUTHOR = "Croce, F. and Hein, M.", TITLE = "A Randomized Gradient-Free Attack on ReLU Networks", BOOKTITLE = GCPR18, YEAR = "2018", PAGES = "215-227", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150491"} @article{bb154579, AUTHOR = "Aberdam, A. and Golts, A. and Elad, M.", TITLE = "Ada-LISTA: Learned Solvers Adaptive to Varying Models", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "12", MONTH = "December", PAGES = "9222-9235", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150492"} @article{bb154580, AUTHOR = "Ozbulak, U. and Gasparyan, M. and de Neve, W. and van Messem, A.", TITLE = "Perturbation analysis of gradient-based adversarial attacks", JOURNAL = PRL, VOLUME = "135", YEAR = "2020", PAGES = "313-320", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150493"} @article{bb154581, AUTHOR = "Wan, S. and Wu, T.Y. and Hsu, H.W. and Wong, W.H. and Lee, C.Y.", TITLE = "Feature Consistency Training With JPEG Compressed Images", JOURNAL = CirSysVideo, VOLUME = "30", YEAR = "2020", NUMBER = "12", MONTH = "December", PAGES = "4769-4780", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150494"} @article{bb154582, AUTHOR = "Che, Z. and Borji, A. and Zhai, G. and Ling, S. and Li, J. and Tian, Y. and Guo, G. and Le Callet, P.", TITLE = "Adversarial Attack Against Deep Saliency Models Powered by Non-Redundant Priors", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "1973-1988", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150495"} @article{bb154583, AUTHOR = "Xu, Y. and Du, B. and Zhang, L.", TITLE = "Assessing the Threat of Adversarial Examples on Deep Neural Networks for Remote Sensing Scene Classification: Attacks and Defenses", JOURNAL = GeoRS, VOLUME = "59", YEAR = "2021", NUMBER = "2", MONTH = "February", PAGES = "1604-1617", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150496"} @article{bb154584, AUTHOR = "Xiao, Y. and Pun, C.M. and Liu, B.", TITLE = "Fooling deep neural detection networks with adaptive object-oriented adversarial perturbation", JOURNAL = PR, VOLUME = "115", YEAR = "2021", PAGES = "107903", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150497"} @article{bb154585, AUTHOR = "Yamanaka, K. and Takahashi, K. and Fujii, T. and Matsumoto, R.", TITLE = "Simultaneous Attack on CNN-Based Monocular Depth Estimation and Optical Flow Estimation", JOURNAL = IEICE, VOLUME = "E104-D", YEAR = "2021", NUMBER = "5", MONTH = "May", PAGES = "785-788", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150498"} @article{bb154586, AUTHOR = "Lin, H.Y. and Biggio, B.", TITLE = "Adversarial Machine Learning: Attacks From Laboratories to the Real World", JOURNAL = Computer, VOLUME = "54", YEAR = "2021", NUMBER = "5", MONTH = "May", PAGES = "56-60", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150499"} @article{bb154587, AUTHOR = "Wang, B. and Zhao, M. and Wang, W. and Wei, F. and Qin, Z. and Ren, K.", TITLE = "Are You Confident That You Have Successfully Generated Adversarial Examples?", JOURNAL = CirSysVideo, VOLUME = "31", YEAR = "2021", NUMBER = "6", MONTH = "June", PAGES = "2089-2099", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150500"} @article{bb154588, AUTHOR = "Tang, S.L. and Huang, X.L. and Chen, M.J. and Sun, C.J. and Yang, J.", TITLE = "Adversarial Attack Type I: Cheat Classifiers by Significant Changes", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "3", MONTH = "March", PAGES = "1100-1109", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150501"} @article{bb154589, AUTHOR = "Wang, L. and Yoon, K.J.", TITLE = "PSAT-GAN: Efficient Adversarial Attacks Against Holistic Scene Understanding", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "7541-7553", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150502"} @article{bb154590, AUTHOR = "Mohamad Nezami, O. and Chaturvedi, A. and Dras, M. and Garain, U.", TITLE = "Pick-Object-Attack: Type-specific adversarial attack for object detection", JOURNAL = CVIU, VOLUME = "211", YEAR = "2021", PAGES = "103257", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150503"} @article{bb154591, AUTHOR = "Qin, C. and Wu, L. and Zhang, X.P. and Feng, G.R.", TITLE = "Efficient Non-Targeted Attack for Deep Hashing Based Image Retrieval", JOURNAL = SPLetters, VOLUME = "28", YEAR = "2021", PAGES = "1893-1897", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150504"} @article{bb154592, AUTHOR = "Du, C. and Zhang, L.", TITLE = "Adversarial Attack for SAR Target Recognition Based on UNet-Generative Adversarial Network", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "21", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150505"} @article{bb154593, AUTHOR = "Wang, H.J. and Li, G.B. and Liu, X.B. and Lin, L.", TITLE = "A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "4", MONTH = "April", PAGES = "1725-1737", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150506"} @article{bb154594, AUTHOR = "Chen, S. and He, Z.B. and Sun, C.J. and Yang, J. and Huang, X.L.", TITLE = "Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "4", MONTH = "April", PAGES = "2188-2197", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150507"} @article{bb154595, AUTHOR = "Kim, J.", TITLE = "On Optimality of Deterministic Rules in Adversarial Bayesian Detection", JOURNAL = SPLetters, VOLUME = "29", YEAR = "2022", PAGES = "757-761", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150508"} @article{bb154596, AUTHOR = "Sun, X.X. and Cheng, G. and Pei, L. and Han, J.W.", TITLE = "Query-efficient decision-based attack via sampling distribution reshaping", JOURNAL = PR, VOLUME = "129", YEAR = "2022", PAGES = "108728", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150509"} @article{bb154597, AUTHOR = "Chen, S.M. and Zhang, Q.Q. and Lin, D.Y. and Wang, S.Y.", TITLE = "A Class of Nonlinear Kalman Filters Under a Generalized Measurement Model With False Data Injection Attacks", JOURNAL = SPLetters, VOLUME = "29", YEAR = "2022", PAGES = "1187-1191", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150510"} @article{bb154598, AUTHOR = "Chen, M. and Wang, Y.J. and Zhu, X.T.", TITLE = "Few-shot Website Fingerprinting attack with Meta-Bias Learning", JOURNAL = PR, VOLUME = "130", YEAR = "2022", PAGES = "108739", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150511"} @article{bb154599, AUTHOR = "Zhang, Z. and Wang, X.G. and Lu, G.M. and Shen, F.M. and Zhu, L.", TITLE = "Targeted Attack of Deep Hashing Via Prototype-Supervised Adversarial Networks", JOURNAL = MultMed, VOLUME = "24", YEAR = "2022", PAGES = "3392-3404", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defatk5.html#TT150512"}