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TITLE = "Vax-a-net: Training-time Defence Against Adversarial Patch Attacks",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "IV:235-251",
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BOOKTITLE = AML-CV20,
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PAGES = "3403-3412",
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AUTHOR = "Mukuta, Y. and Ushiku, Y. and Harada, T.",
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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",
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AUTHOR = "Cheng, Z. and Zhu, F. and Zhang, X.Y. and Liu, C.L.",
TITLE = "Adversarial training with distribution normalization and margin
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JOURNAL = PR,
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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#TT162640"}
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AUTHOR = "Miao, J.Z. and Yu, X.Z. and Hu, Z.C. and Song, Y.R. and Liu, L. and Zhou, Z.G.",
TITLE = "An effective deep learning adversarial defense method based on
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YEAR = "2024",
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AUTHOR = "Liu, H.Y. and Wang, J. and Kuang, Y.F. and Li, X. and Zhang, Y.D. and Wu, F.",
TITLE = "Promoting Generalization for Exact Combinatorial Solvers via
Adversarial Instance Augmentation",
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TITLE = "Defending Against Transfer-Based Adversarial Attacks Using SVD-Driven
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BOOKTITLE = "FaDE-TCV25",
YEAR = "2025",
PAGES = "703-711",
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AUTHOR = "Prach, B. and Brau, F. and Buttazzo, G. and Lampert, C.H.",
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BOOKTITLE = CVPR24,
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AUTHOR = "Song, K.Y. and Lai, H.J. and Pan, Y. and Yin, J.",
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BOOKTITLE = CVPR24,
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AUTHOR = "Wang, Z. and Li, X.H. and Zhu, H. and Xie, C.",
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BOOKTITLE = CVPR24,
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AUTHOR = "Li, Q. and Hu, Y.X. and Dong, Y.P. and Zhang, D.X. and Chen, Y.T.",
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AUTHOR = "Zhao, M.N. and Zhang, L.H. and Kong, Y.Q. and Yin, B.C.",
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AUTHOR = "Ge, Y. and Li, Y. and Han, K. and Zhu, J. and Long, X.Z.",
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JOURNAL = PR,
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TITLE = "Effective and Robust Adversarial Training Against Data and Label
Corruptions",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "9477-9488",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT162694"}
@inproceedings{bb166860,
AUTHOR = "Lee, C. and Song, Y. and Son, J.",
TITLE = "Data-free Universal Adversarial Perturbation with Pseudo-semantic
Prior",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "13907-13916",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT162695"}
@article{bb166861,
AUTHOR = "Zhou, D.W. and Wang, N.N. and Han, B. and Liu, T.L. and Gao, X.B.",
TITLE = "Defending Against Adversarial Examples Via Modeling Adversarial Noise",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "5920-5937",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT162696"}
@article{bb166862,
AUTHOR = "Xiong, L.Z. and Li, H.Y. and Ding, R. and Yang, C.N. and Fu, Z.J.",
TITLE = "VSIS-RDPA: Verifiable Secret Image Sharing Based on Polynomial
Interpolation for Resisting Dishonest Participant Attacks",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "479-491",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT162697"}
@article{bb166863,
AUTHOR = "Qian, Y.G. and Chen, Z.H. and Bao, Q.Q. and Zong, C. and Yu, F. and Ji, S. and Wang, B. and Gu, Z.Q. and Lei, Z.",
TITLE = "RPA: Recursive Perturbation-Based Universal Adversarial Attacks on
Multimodal Generative Tasks",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "6258-6272",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT162698"}
@article{bb166864,
AUTHOR = "Yang, Y. and Li, J.P. and Zhu, R. and Jiang, W. and Tewari, H.",
TITLE = "Provably Noise-to-Noise robust learning: Mitigating data poisoning
attacks against classifier-guided diffusion models",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113726",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT162699"}
@inproceedings{bb166865,
AUTHOR = "Ji, Y. and Ji, T. and Liu, H.L. and Echizen, I.",
TITLE = "Adversarial Image Purification by Explaining Adversarial Detectors",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "421-426",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT162700"}
@inproceedings{bb166866,
AUTHOR = "Yi, C.Y. and Meng, R.H. and Peng, H.H. and Shen, B.Q. and Kot, A.C.",
TITLE = "Towards Effective and Robust Unlearnable Examples Against Object
Detection",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "91-96",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT162701"}
@inproceedings{bb166867,
AUTHOR = "Yang, Z. and Feng, M.T. and Huang, T. and Wu, F.F. and Dong, W.S. and Li, X. and Shi, G.M.",
TITLE = "Gain from Neighbors: Boosting Model Robustness in the Wild via
Adversarial Perturbations Toward Neighboring Classes",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25497-25507",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT162702"}
@inproceedings{bb166868,
AUTHOR = "Li, Z.R. and Yu, D. and Wei, L. and Jin, C.H. and Zhang, Y. and Chan, S.",
TITLE = "Soften to Defend: Towards Adversarial Robustness via Self-Guided
Label Refinement",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "24776-24785",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT162703"}
@inproceedings{bb166869,
AUTHOR = "Fang, B. and Li, B. and Wu, S. and Ding, S.H. and Yi, R. and Ma, L.Z.",
TITLE = "Re-Thinking Data Availability Attacks Against Deep Neural Networks",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12215-12224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defnois6.html#TT162704"}
@inproceedings{bb166870,
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#TT162705"}
@inproceedings{bb166871,
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#TT162706"}
@inproceedings{bb166872,
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#TT162707"}
@inproceedings{bb166873,
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#TT162708"}
@inproceedings{bb166874,
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#TT162709"}
@inproceedings{bb166875,
AUTHOR = "Deng, K. and Peng, A.J. 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#TT162710"}
@inproceedings{bb166876,
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#TT162711"}
@inproceedings{bb166877,
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#TT162712"}
@inproceedings{bb166878,
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#TT162713"}
@inproceedings{bb166879,
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#TT162714"}
@inproceedings{bb166880,
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#TT162715"}
@inproceedings{bb166881,
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#TT162716"}
@inproceedings{bb166882,
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#TT162717"}
@inproceedings{bb166883,
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#TT162718"}
@inproceedings{bb166884,
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#TT162719"}
@inproceedings{bb166885,
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#TT162720"}
@inproceedings{bb166886,
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#TT162721"}
@inproceedings{bb166887,
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#TT162722"}
@inproceedings{bb166888,
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#TT162723"}
@inproceedings{bb166889,
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#TT162724"}
@inproceedings{bb166890,
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#TT162725"}
@article{bb166891,
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#TT162726"}
@article{bb166892,
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#TT162727"}
@inproceedings{bb166893,
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#TT162728"}
@article{bb166894,
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#TT162729"}
@article{bb166895,
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#TT162730"}
@article{bb166896,
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#TT162731"}
@article{bb166897,
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#TT162732"}
@article{bb166898,
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#TT162733"}
@article{bb166899,
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#TT162734"}
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