@inproceedings{bb167000,
        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#TT162833"}

@inproceedings{bb167001,
        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#TT162834"}

@inproceedings{bb167002,
        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#TT162835"}

@inproceedings{bb167003,
        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#TT162836"}

@inproceedings{bb167004,
        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#TT162837"}

@inproceedings{bb167005,
        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#TT162838"}

@inproceedings{bb167006,
        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#TT162839"}

@inproceedings{bb167007,
        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#TT162840"}

@inproceedings{bb167008,
        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#TT162841"}

@inproceedings{bb167009,
        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#TT162842"}

@inproceedings{bb167010,
        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#TT162843"}

@inproceedings{bb167011,
        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#TT162844"}

@inproceedings{bb167012,
        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#TT162845"}

@inproceedings{bb167013,
        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#TT162846"}

@inproceedings{bb167014,
        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#TT162847"}

@inproceedings{bb167015,
        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#TT162848"}

@inproceedings{bb167016,
        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#TT162849"}

@inproceedings{bb167017,
        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#TT162850"}

@inproceedings{bb167018,
        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#TT162851"}

@inproceedings{bb167019,
        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#TT162852"}

@inproceedings{bb167020,
        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#TT162853"}

@inproceedings{bb167021,
        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#TT162854"}

@article{bb167022,
        AUTHOR = "Amini, S. and Ghaemmaghami, S.",
        TITLE = "Towards Improving Robustness of Deep Neural Networks to Adversarial
Perturbations",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1889-1903",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162855"}

@article{bb167023,
        AUTHOR = "Shi, Y.C. and Han, Y.H. and Zhang, Q.X. and Kuang, X.H.",
        TITLE = "Adaptive iterative attack towards explainable adversarial robustness",
        JOURNAL = PR,
        VOLUME = "105",
        YEAR = "2020",
        PAGES = "107309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162856"}

@article{bb167024,
        AUTHOR = "Wang, Y. and Su, H. and Zhang, B. and Hu, X.",
        TITLE = "Interpret Neural Networks by Extracting Critical Subnetworks",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "6707-6720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162857"}

@article{bb167025,
        AUTHOR = "Ortiz Jimenez, G. and Modas, A. and Moosavi Dezfooli, S.M. and Frossard, P.",
        TITLE = "Optimism in the Face of Adversity: Understanding and Improving Deep
Learning Through Adversarial Robustness",
        JOURNAL = PIEEE,
        VOLUME = "109",
        YEAR = "2021",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "635-659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162858"}

@article{bb167026,
        AUTHOR = "Li, Z.R. and Feng, C. and Wu, M.H. and Yu, H.C. and Zheng, J.W. and Zhu, F.",
        TITLE = "Adversarial robustness via attention transfer",
        JOURNAL = PRL,
        VOLUME = "146",
        YEAR = "2021",
        PAGES = "172-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162859"}

@article{bb167027,
        AUTHOR = "Hu, W.Z. and Li, M.Y. and Wang, Z. and Wang, J.Q. and Zhang, C.S.",
        TITLE = "DiFNet: Densely High-Frequency Convolutional Neural Networks",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "1340-1344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162860"}

@article{bb167028,
        AUTHOR = "Mustafa, A. and Khan, S.H. and Hayat, M. and Goecke, R. and Shen, J.B. and Shao, L.",
        TITLE = "Deeply Supervised Discriminative Learning for Adversarial Defense",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3154-3166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162861"}

@article{bb167029,
        AUTHOR = "Yu, H. and Liu, A.S. and Li, G.C. and Yang, J.C. and Zhang, C.Z.",
        TITLE = "Progressive Diversified Augmentation for General Robustness of DNNs:
A Unified Approach",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "8955-8967",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162862"}

@article{bb167030,
        AUTHOR = "Lo, S.Y. and Patel, V.M.",
        TITLE = "Defending Against Multiple and Unforeseen Adversarial Videos",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "962-973",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162863"}

@article{bb167031,
        AUTHOR = "Mygdalis, V. and Pitas, I.",
        TITLE = "Hyperspherical class prototypes for adversarial robustness",
        JOURNAL = PR,
        VOLUME = "125",
        YEAR = "2022",
        PAGES = "108527",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162864"}

@article{bb167032,
        AUTHOR = "Khong, T.T.T. and Nakada, T. and Nakashima, Y.",
        TITLE = "A Hybrid Bayesian-Convolutional Neural Network for Adversarial
Robustness",
        JOURNAL = IEICE,
        VOLUME = "E105-D",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1308-1319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162865"}

@article{bb167033,
        AUTHOR = "Wang, K. and Li, F.J. and Chen, C.M. and Hassan, M.M. and Long, J.Y. and Kumar, N.",
        TITLE = "Interpreting Adversarial Examples and Robustness for Deep
Learning-Based Auto-Driving Systems",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "9755-9764",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162866"}

@article{bb167034,
        AUTHOR = "Wang, J. and Su, W.Q. and Luo, C.W. and Chen, J. and Song, H.B. and Li, J.Q.",
        TITLE = "CSG: Classifier-Aware Defense Strategy Based on Compressive Sensing
and Generative Networks for Visual Recognition in Autonomous Vehicle
Systems",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "9543-9553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162867"}

@article{bb167035,
        AUTHOR = "Shi, X.S. and Peng, Y.F. and Chen, Q.Y. and Keenan, T. and Thavikulwat, A.T. and Lee, S. and Tang, Y.X. and Chew, E.Y. and Summers, R.M. and Lu, Z.Y.",
        TITLE = "Robust convolutional neural networks against adversarial attacks on
medical images",
        JOURNAL = PR,
        VOLUME = "132",
        YEAR = "2022",
        PAGES = "108923",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162868"}

@article{bb167036,
        AUTHOR = "Yu, X. and Smedemark Margulies, N. and Aeron, S. and Koike Akino, T. and Moulin, P. and Brand, M. and Parsons, K. and Wang, Y.",
        TITLE = "Improving adversarial robustness by learning shared information",
        JOURNAL = PR,
        VOLUME = "134",
        YEAR = "2023",
        PAGES = "109054",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162869"}

@article{bb167037,
        AUTHOR = "Lee, S. and Kim, H. and Lee, J.W.",
        TITLE = "GradDiv: Adversarial Robustness of Randomized Neural Networks via
Gradient Diversity Regularization",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "2645-2651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162870"}

@article{bb167038,
        AUTHOR = "Picot, M. and Messina, F. and Boudiaf, M. and Labeau, F. and Ben Ayed, I. and Piantanida, P.",
        TITLE = "Adversarial Robustness Via Fisher-Rao Regularization",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2698-2710",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162871"}

@article{bb167039,
        AUTHOR = "Stutz, D. and Chandramoorthy, N. and Hein, M. and Schiele, B.",
        TITLE = "Random and Adversarial Bit Error Robustness:
Energy-Efficient and Secure DNN Accelerators",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3632-3647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162872"}

@inproceedings{bb167040,
        AUTHOR = "Stutz, D. and Hein, M. and Schiele, B.",
        TITLE = "Disentangling Adversarial Robustness and Generalization",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6969-6980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162873"}

@inproceedings{bb167041,
        AUTHOR = "Guo, Y. and Stutz, D. and Schiele, B.",
        TITLE = "Improving Robustness by Enhancing Weak Subnets",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIV:320-338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162874"}

@article{bb167042,
        AUTHOR = "Zhang, J.J. and Chao, H.Q. and Yan, P.K.",
        TITLE = "Toward Adversarial Robustness in Unlabeled Target Domains",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "1272-1284",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162875"}

@article{bb167043,
        AUTHOR = "Li, W. and Wang, H.Y. and Huo, L.Z. and He, Q. and Zhang, C.L.",
        TITLE = "Robust attention ranking architecture with frequency-domain transform
to defend against adversarial samples",
        JOURNAL = CVIU,
        VOLUME = "233",
        YEAR = "2023",
        PAGES = "103717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162876"}

@article{bb167044,
        AUTHOR = "Dong, J.H. and Yang, L.X. and Wang, Y. and Xie, X.H. and Lai, J.H.",
        TITLE = "Toward Intrinsic Adversarial Robustness Through Probabilistic
Training",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "3862-3872",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162877"}

@article{bb167045,
        AUTHOR = "Saini, N. and Chattopadhyay, C. and Das, D.",
        TITLE = "SOLARNet: A single stage regression based framework for efficient and
robust object recognition in aerial images",
        JOURNAL = PRL,
        VOLUME = "172",
        YEAR = "2023",
        PAGES = "37-43",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162878"}

@article{bb167046,
        AUTHOR = "Heo, J. and Seo, S. and Kang, P.",
        TITLE = "Exploring the differences in adversarial robustness between ViT- and
CNN-based models using novel metrics",
        JOURNAL = CVIU,
        VOLUME = "235",
        YEAR = "2023",
        PAGES = "103800",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162879"}

@article{bb167047,
        AUTHOR = "Wang, K. and Chen, Z.C. and Dang, X.L. and Fan, X. and Han, X.M. and Chen, C.M. and Ding, W.P. and Yiu, S.M. and Weng, J.",
        TITLE = "Uncovering Hidden Vulnerabilities in Convolutional Neural Networks
through Graph-based Adversarial Robustness Evaluation",
        JOURNAL = PR,
        VOLUME = "143",
        YEAR = "2023",
        PAGES = "109745",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162880"}

@article{bb167048,
        AUTHOR = "Chu, T.S. and Fang, K. and Yang, J. and Huang, X.L.",
        TITLE = "Improving the adversarial robustness of quantized neural networks via
exploiting the feature diversity",
        JOURNAL = PRL,
        VOLUME = "176",
        YEAR = "2023",
        PAGES = "117-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162881"}

@article{bb167049,
        AUTHOR = "Fang, K. and Tao, Q.H. and Wu, Y.W. and Li, T. and Cai, J. and Cai, F.P. and Huang, X.L. and Yang, J.",
        TITLE = "Towards robust neural networks via orthogonal diversity",
        JOURNAL = PR,
        VOLUME = "149",
        YEAR = "2024",
        PAGES = "110281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162882"}

@inproceedings{bb167050,
        AUTHOR = "Chu, T.S. and Yang, Z.P. and Yang, J. and Huang, X.L.",
        TITLE = "Improving the Robustness of Convolutional Neural Networks Via Sketch
Attention",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "869-873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162883"}

@article{bb167051,
        AUTHOR = "Xu, S.W. and Qiao, T. and Xu, M. and Wang, W. and Zheng, N.",
        TITLE = "Robust Adversarial Watermark Defending Against GAN Synthesization
Attack",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "351-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162884"}

@article{bb167052,
        AUTHOR = "Zhuang, W. and Huang, L.F. and Gao, C.Y. and Liu, N.",
        TITLE = "LAFED: Towards robust ensemble models via Latent Feature
Diversification",
        JOURNAL = PR,
        VOLUME = "150",
        YEAR = "2024",
        PAGES = "110225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162885"}

@article{bb167053,
        AUTHOR = "Zhang, L. and Zhou, Y.H. and Yang, Y. and Gao, X.B.",
        TITLE = "Meta Invariance Defense Towards Generalizable Robustness to Unknown
Adversarial Attacks",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6669-6687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162886"}

@article{bb167054,
        AUTHOR = "Li, Z.R. and Wu, M.H. and Jin, C.H. and Yu, D. and Yu, H.",
        TITLE = "Adversarial self-training for robustness and generalization",
        JOURNAL = PRL,
        VOLUME = "185",
        YEAR = "2024",
        PAGES = "117-123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162887"}

@article{bb167055,
        AUTHOR = "Li, Z.Y. and Hu, C. and Wang, Y. and Yang, Y.J. and Li, S.B.E.",
        TITLE = "Safe Reinforcement Learning With Dual Robustness",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10876-10890",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162888"}

@article{bb167056,
        AUTHOR = "Li, J.W. and Fang, K. and Huang, X.L. and Yang, J.",
        TITLE = "Boosting certified robustness via an expectation-based similarity
regularization",
        JOURNAL = IVC,
        VOLUME = "151",
        YEAR = "2024",
        PAGES = "105272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162889"}

@article{bb167057,
        AUTHOR = "Xiao, J.C. and Yang, L. and Fan, Y.B. and Wang, J. and Luo, Z.Q.",
        TITLE = "Understanding adversarial robustness against on-manifold adversarial
examples",
        JOURNAL = PR,
        VOLUME = "159",
        YEAR = "2025",
        PAGES = "111071",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162890"}

@article{bb167058,
        AUTHOR = "Xu, T. and Li, Z. and Yu, Y. and Luo, Z.Q.",
        TITLE = "Understanding Adversarial Imitation Learning in Small Sample Regime:
A Stage-Coupled Analysis",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "8919-8935",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162891"}

@article{bb167059,
        AUTHOR = "Li, L. and Qiu, J.N. and Spratling, M.W.",
        TITLE = "AROID: Improving Adversarial Robustness Through Online Instance-Wise
Data Augmentation",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "929-950",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162892"}

@article{bb167060,
        AUTHOR = "Fu, X.W. and Ma, L. and Zhang, L.",
        TITLE = "Remove to Regenerate: Boosting Adversarial Generalization with Attack
Invariance",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1999-2012",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162893"}

@article{bb167061,
        AUTHOR = "Dardour, O. and Aguilar, E. and Radeva, P. and Zaied, M.",
        TITLE = "Inter-separability and intra-concentration to enhance stochastic
neural network adversarial robustness",
        JOURNAL = PRL,
        VOLUME = "191",
        YEAR = "2025",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162894"}

@article{bb167062,
        AUTHOR = "Peng, H.Q. and Chen, M.X. and Wang, Y.H. and Guo, Y.F.",
        TITLE = "HFA2RE: Enhancing adversarial robustness via Hyperspherical Feature
Aggregation",
        JOURNAL = PR,
        VOLUME = "169",
        YEAR = "2026",
        PAGES = "111857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162895"}

@article{bb167063,
        AUTHOR = "Jeary, L. and Kuipers, T. and Hosseini, M. and Paoletti, N.",
        TITLE = "Verifiably robust conformal prediction for probabilistic guarantees
under adversarial attacks",
        JOURNAL = PR,
        VOLUME = "170",
        YEAR = "2026",
        PAGES = "112051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162896"}

@article{bb167064,
        AUTHOR = "Wang, Z. and Xu, X. and Zhu, L. and Bin, Y. and Wang, G.Q. and Yang, Y. and Shen, H.T.",
        TITLE = "Evidence-Based Multi-Feature Fusion for Adversarial Robustness",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "8923-8937",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162897"}

@article{bb167065,
        AUTHOR = "Yang, X. and Wu, L.X. and Wang, L.Z. and Ying, C.Y. and Su, H. and Zhu, J.",
        TITLE = "Reinforced Embodied Active Defense: Exploiting Adaptive Interaction
for Robust Visual Perception in Adversarial 3D Environments",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "9078-9094",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162898"}

@article{bb167066,
        AUTHOR = "Won, S. and Kim, H.B. and Ahn, Y.H. and Lee, H.J. and Kim, S.T.",
        TITLE = "Understanding adversarial robustness of deep neural networks via
decision reliance",
        JOURNAL = IVC,
        VOLUME = "163",
        YEAR = "2025",
        PAGES = "105743",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162899"}

@article{bb167067,
        AUTHOR = "Yagoda, M. and Abu Hussein, S. and Giryes, R.",
        TITLE = "Diffusion Models are Robust Pretrainers",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "4219-4223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162900"}

@article{bb167068,
        AUTHOR = "Zhu, J. and Tan, L.P. and Li, Y.C. and Tian, S.J. and Li, J.Q. and Wang, Y.N.",
        TITLE = "Guided Adversarial Attack in the Low-Frequency Space",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "8029-8044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162901"}

@article{bb167069,
        AUTHOR = "Ledda, E. and Scodeller, G. and Angioni, D. and Piras, G. and Cina, A.E. and Fumera, G. and Biggio, B. and Roli, F.",
        TITLE = "On the robustness of adversarial training against uncertainty attacks",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162902"}

@article{bb167070,
        AUTHOR = "Liang, Z.Y. and Wang, L.P. and Diao, Y.F. and Wang, Y.Y. and Mu, H. and Zuo, L. and Gao, H.Q. and Fan, Z.X. and Yang, X.",
        TITLE = "Understanding the adversarial robustness of deep learning-based
single-pixel imaging",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162903"}

@article{bb167071,
        AUTHOR = "Rogannagari, R.K. and Islam, K.A.",
        TITLE = "MTFM: Multi-Teacher Feature Matching for Cross-Dataset and
Cross-Architecture Adversarial Robustness Transfer in Remote Sensing
Applications",
        JOURNAL = RS,
        VOLUME = "18",
        YEAR = "2026",
        NUMBER = "1",
        PAGES = "8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162904"}

@article{bb167072,
        AUTHOR = "Liu, R. and Cai, J. and Liu, Y.S. and Cai, S. and Chen, B.Z. and Guo, Y.L. and Bennamoun, M.",
        TITLE = "InfoARD: Enhancing Adversarial Robustness Distillation With
Attack-Strength Adaptation and Mutual-Information Maximization",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "276-289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162905"}

@article{bb167073,
        AUTHOR = "Zhang, Y.X. and Zhou, F. and Yin, J.Q.",
        TITLE = "BiTAA: A Bi-Task Adversarial Attack on 3D Gaussian Fields for
Cross-Task Perception",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "1966-1970",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162906"}

@article{bb167074,
        AUTHOR = "Wang, J. and Ai, J. and Lu, M. and Zhao, J. and Su, H.R. and Yu, D. and Zhang, Y.T. and Zhu, J. and Liu, J.Y.",
        TITLE = "A Survey of Neural Network Robustness Assessment in Image Recognition",
        JOURNAL = Surveys,
        VOLUME = "58",
        YEAR = "2026",
        NUMBER = "12",
        MONTH = "June",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162907"}

@article{bb167075,
        AUTHOR = "Chen, C. and Chen, Y.H. and Lin, S.S. and Hong, D.S. and Wu, S. and Liao, X. and Liu, C.Y.",
        TITLE = "Explanation-Guided Adversarial Training for Robust and Interpretable
Models",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "9780-9793",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162908"}

@article{bb167076,
        AUTHOR = "Yu, C. and Zhou, D.W. and Shen, L. and Yu, J. and Han, B. and Gong, M.M. and Wang, N.N. and Liu, T.L.",
        TITLE = "Strength-Adaptive Adversarial Training",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "10235-10247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162909"}

@article{bb167077,
        AUTHOR = "Xue, T. and Li, Y.J. and Huang, J.X. and Song, L.L. and Zhang, Y.M. and Wang, Y.B.",
        TITLE = "Struggle with adversarial defense? Try diffusion",
        JOURNAL = PRL,
        VOLUME = "209",
        YEAR = "2026",
        PAGES = "217-222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162910"}

@inproceedings{bb167078,
        AUTHOR = "Chen, E.C. and Chen, P.Y. and Chung, I.H. and Lee, C.R.",
        TITLE = "Data-Driven Lipschitz Continuity: A Cost-Effective Approach to
Improve Adversarial Robustness",
        BOOKTITLE = WACV26,
        YEAR = "2026",
        PAGES = "698-707",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162911"}

@inproceedings{bb167079,
        AUTHOR = "Toishi, K. and Maeda, K. and Togo, R. and Ogawa, T. and Haseyama, M.",
        TITLE = "Enhancing Adversarial Robustness of Foundation Models Without Data
Centralization",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "1756-1761",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162912"}

@inproceedings{bb167080,
        AUTHOR = "Malik, H.S. and Shamshad, F. and Naseer, M. and Nandakumar, K. and Khan, F.S. and Khan, S.",
        TITLE = "Towards Evaluating the Robustness of Visual State Space Models",
        BOOKTITLE = AML25,
        YEAR = "2025",
        PAGES = "3544-3553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162913"}

@inproceedings{bb167081,
        AUTHOR = "Ma, Z.S. and Cai, X. and Tian, C.H. and Fan, Y.Q. and Jiang, K. and Liu, G. and Bai, X.S. and Li, A. and Ren, Y.L. and Yu, H.Y.",
        TITLE = "FullCycle: Full Stage Adversarial Attack for Reinforcement Learning
Robustness Evaluation",
        BOOKTITLE = AML25,
        YEAR = "2025",
        PAGES = "3554-3560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162914"}

@inproceedings{bb167082,
        AUTHOR = "Xu, K. and Zhang, C. and Chen, Z. and Wang, Z.Y. and Xiao, C.X. and Liang, C.",
        TITLE = "Rethinking the Adversarial Robustness of Multi-Exit Neural Networks
in an Attack-Defense Game",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "10265-10274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162915"}

@inproceedings{bb167083,
        AUTHOR = "Xie, Y. and Zheng, W.J. and Huang, H. and Ye, G. and Ma, X.",
        TITLE = "Towards Million-Scale Adversarial Robustness Evaluation With Stronger
Individual Attacks",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "30702-30711",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162916"}

@inproceedings{bb167084,
        AUTHOR = "Shen, H. and Hu, B.Y.C. and Czarnecki, K. and Marsso, L. and Chechik, M.",
        TITLE = "Assessing Visually-Continuous Corruption Robustness of Neural
Networks Relative to Human Performance",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "6300-6310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162917"}

@inproceedings{bb167085,
        AUTHOR = "Rodriguez Munoz, A. and Wang, T.Z. and Torralba, A.",
        TITLE = "Characterizing Model Robustness via Natural Input Gradients",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXVI: 161-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162918"}

@inproceedings{bb167086,
        AUTHOR = "Pulfer, B. and Belousov, Y. and Voloshynovskiy, S.",
        TITLE = "Robustness Tokens: Towards Adversarial Robustness of Transformers",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LIX: 110-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162919"}

@inproceedings{bb167087,
        AUTHOR = "Dibbo, S.V. and Breuer, A. and Moore, J. and Teti, M.",
        TITLE = "Improving Robustness to Model Inversion Attacks via Sparse Coding
Architectures",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXX: 117-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162920"}

@inproceedings{bb167088,
        AUTHOR = "Zhang, C.S. and Pan, F. and Kim, J. and Kweon, I.S. and Mao, C.Z.",
        TITLE = "ImageNet-D: Benchmarking Neural Network Robustness on Diffusion
Synthetic Object",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "21752-21762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162921"}

@inproceedings{bb167089,
        AUTHOR = "Franco, N. and Lorenz, J.M. and Roscher, K. and Gunnemann, S.",
        TITLE = "Understanding ReLU Network Robustness Through Test Set Certification
Performance",
        BOOKTITLE = SAIAD24,
        YEAR = "2024",
        PAGES = "3451-3460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162922"}

@inproceedings{bb167090,
        AUTHOR = "Cui, X.M. and Aparcedo, A. and Jang, Y.K. and Lim, S.N.",
        TITLE = "On the Robustness of Large Multimodal Models Against Image
Adversarial Attacks",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "24625-24634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162923"}

@inproceedings{bb167091,
        AUTHOR = "Christensen, P.E. and Snæbjarnarson, V. and Dittadi, A. and Belongie, S. and Benaim, S.",
        TITLE = "Assessing Neural Network Robustness via Adversarial Pivotal Tuning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2940-2949",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162924"}

@inproceedings{bb167092,
        AUTHOR = "Cohen, G. and Giryes, R.",
        TITLE = "Simple Post-Training Robustness using Test Time Augmentations and
Random Forest",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "3984-3994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162925"}

@inproceedings{bb167093,
        AUTHOR = "Sharma, A. and Munz, P. and Narayan, A.",
        TITLE = "Assist Is Just as Important as the Goal:
Image Resurfacing to Aid Model's Robust Prediction",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "3821-3830",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162926"}

@inproceedings{bb167094,
        AUTHOR = "Schlarmann, C. and Hein, M.",
        TITLE = "On the Adversarial Robustness of Multi-Modal Foundation Models",
        BOOKTITLE = AROW23,
        YEAR = "2023",
        PAGES = "3679-3687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162927"}

@inproceedings{bb167095,
        AUTHOR = "Yang, D.Y. and Kong, I. and Kim, Y.",
        TITLE = "Enhancing Adversarial Robustness in Low-Label Regime via Adaptively
Weighted Regularization and Knowledge Distillation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4529-4538",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162928"}

@inproceedings{bb167096,
        AUTHOR = "Suzuki, S. and Yamaguchi, S. and Takeda, S. and Kanai, S. and Makishima, N. and Ando, A. and Masumura, R.",
        TITLE = "Adversarial Finetuning with Latent Representation Constraint to
Mitigate Accuracy-Robustness Tradeoff",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4367-4378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162929"}

@inproceedings{bb167097,
        AUTHOR = "Ji, Q.F. and Wang, L. and Shi, C. and Hu, S.S. and Chen, Y.Y. and Sun, L.C.",
        TITLE = "Benchmarking and Analyzing Robust Point Cloud Recognition:
Bag of Tricks for Defending Adversarial Examples",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4272-4281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162930"}

@inproceedings{bb167098,
        AUTHOR = "Jin, Y.L. and Zhang, X.Y. and Lou, J. and Ma, X. and Wang, Z.L. and Chen, X.F.",
        TITLE = "Explaining Adversarial Robustness of Neural Networks from Clustering
Effect Perspective",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4499-4508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162931"}

@inproceedings{bb167099,
        AUTHOR = "Li, Y.M. and Fang, Q. and Bai, J. and Chen, S. and Xu, F.J.F. and Feng, C.",
        TITLE = "Among Us: Adversarially Robust Collaborative Perception by Consensus",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "186-195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advrobu9.html#TT162932"}

Last update: