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AUTHOR = "Chai, W.H. and Lu, Y.T. and Velipasalar, S.",
TITLE = "Weighted Average Precision: Adversarial Example Detection for Visual
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BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "804-808",
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@inproceedings{bb154001,
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
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BOOKTITLE = ICIP21,
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PAGES = "849-853",
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@inproceedings{bb154002,
AUTHOR = "Li, C.Y. and Sanchez Matilla, R. and Shamsabadi, A.S. and Mazzon, R. and Cavallaro, A.",
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BOOKTITLE = ICIP21,
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@inproceedings{bb154003,
AUTHOR = "Bakiskan, C. and Cekic, M. and Sezer, A.D. and Madhow, U.",
TITLE = "A Neuro-Inspired Autoencoding Defense Against Adversarial Attacks",
BOOKTITLE = ICIP21,
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@inproceedings{bb154004,
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TITLE = "Enhancing Adversarial Robustness via Test-Time Transformation
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YEAR = "2021",
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@inproceedings{bb154005,
AUTHOR = "De, K. and Pedersen, M.",
TITLE = "Impact of Colour on Robustness of Deep Neural Networks",
BOOKTITLE = AROW21,
YEAR = "2021",
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@inproceedings{bb154006,
AUTHOR = "Truong, J.B. and Maini, P. and Walls, R.J. and Papernot, N.",
TITLE = "Data-Free Model Extraction",
BOOKTITLE = CVPR21,
YEAR = "2021",
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@inproceedings{bb154007,
AUTHOR = "Mehra, A. and Kailkhura, B. and Chen, P.Y. and Hamm, J.",
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BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "13239-13248",
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AUTHOR = "Deng, Z.J. and Yang, X. and Xu, S.Z. and Su, H. and Zhu, J.",
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BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "972-982",
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@inproceedings{bb154009,
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",
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@inproceedings{bb154010,
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",
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@inproceedings{bb154011,
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",
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@inproceedings{bb154012,
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",
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@inproceedings{bb154013,
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",
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@inproceedings{bb154014,
AUTHOR = "Ali, A. and Migliorati, A. and Bianchi, T. and Magli, E.",
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for Robust and Accurate Classification",
BOOKTITLE = ICPR21,
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PAGES = "9711-9718",
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@inproceedings{bb154015,
AUTHOR = "Kyatham, V. and Mishra, D. and Prathosh, A.P.",
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BOOKTITLE = ICPR21,
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PAGES = "9593-9600",
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AUTHOR = "Li, H. and Fan, Y.F. and Ganz, F. and Yezzi, A.J. and Barnaghi, P.",
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BOOKTITLE = ICPR21,
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AUTHOR = "Hou, Y.F. and Zou, L.X. and Liu, W.D.",
TITLE = "Task-based Focal Loss for Adversarially Robust Meta-Learning",
BOOKTITLE = ICPR21,
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AUTHOR = "Huang, Y.T. and Liao, W.H. and Huang, C.W.",
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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#TT149980"}
@inproceedings{bb154063,
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#TT149981"}
@inproceedings{bb154064,
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#TT149982"}
@inproceedings{bb154065,
AUTHOR = "Peterson, J. and Battleday, R. and Griffiths, T. and Russakovsky, O.",
TITLE = "Human Uncertainty Makes Classification More Robust",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "9616-9625",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT149983"}
@inproceedings{bb154066,
AUTHOR = "Miyazato, S. and Wang, X. and Yamasaki, T. and Aizawa, K.",
TITLE = "Reinforcing the Robustness of a Deep Neural Network to Adversarial
Examples by Using Color Quantization of Training Image Data",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "884-888",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT149984"}
@inproceedings{bb154067,
AUTHOR = "Ramanathan, T. and Manimaran, A. and You, S. and Kuo, C.J.",
TITLE = "Robustness of Saak Transform Against Adversarial Attacks",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "2531-2535",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT149985"}
@inproceedings{bb154068,
AUTHOR = "Chen, H. and Liang, J. and Chang, S. and Pan, J. and Chen, Y. and Wei, W. and Juan, D.",
TITLE = "Improving Adversarial Robustness via Guided Complement Entropy",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "4880-4888",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT149986"}
@inproceedings{bb154069,
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#TT149987"}
@inproceedings{bb154070,
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#TT149988"}
@inproceedings{bb154071,
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#TT149989"}
@inproceedings{bb154072,
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#TT149990"}
@inproceedings{bb154073,
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#TT149991"}
@inproceedings{bb154074,
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#TT149992"}
@inproceedings{bb154075,
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#TT149993"}
@inproceedings{bb154076,
AUTHOR = "Dong, Y.P. and Pang, T.Y. and Su, H. and Zhu, J.",
TITLE = "Evading Defenses to Transferable Adversarial Examples by
Translation-Invariant Attacks",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "4307-4316",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT149994"}
@inproceedings{bb154077,
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#TT149995"}
@inproceedings{bb154078,
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#TT149996"}
@inproceedings{bb154079,
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#TT149997"}
@inproceedings{bb154080,
AUTHOR = "Raff, E. and Sylvester, J. and Forsyth, S. and McLean, M.",
TITLE = "Barrage of Random Transforms for Adversarially Robust Defense",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "6521-6530",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT149998"}
@inproceedings{bb154081,
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#TT149999"}
@inproceedings{bb154082,
AUTHOR = "Agarwal, C. and Nguyen, A. and Schonfeld, D.",
TITLE = "Improving Robustness to Adversarial Examples by Encouraging
Discriminative Features",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3801-3805",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT150000"}
@inproceedings{bb154083,
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#TT150001"}
@inproceedings{bb154084,
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#TT150002"}
@inproceedings{bb154085,
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#TT150003"}
@inproceedings{bb154086,
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#TT150004"}
@inproceedings{bb154087,
AUTHOR = "Behpour, S. and Xing, W. and Ziebart, B.D.",
TITLE = "ARC: Adversarial Robust Cuts for Semi-Supervised and Multi-label
Classification",
BOOKTITLE = WiCV18,
YEAR = "2018",
PAGES = "1986-19862",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT150005"}
@inproceedings{bb154088,
AUTHOR = "Karim, R. and Islam, M.A. and Mohammed, N. and Bruce, N.D.B.",
TITLE = "On the Robustness of Deep Learning Models to Universal Adversarial
Attack",
BOOKTITLE = CRV18,
YEAR = "2018",
PAGES = "55-62",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT150006"}
@inproceedings{bb154089,
AUTHOR = "Jakubovitz, D. and Giryes, R.",
TITLE = "Improving DNN Robustness to Adversarial Attacks Using Jacobian
Regularization",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "XII: 525-541",
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@inproceedings{bb154090,
AUTHOR = "Rozsa, A. and Gunther, M. and Boult, T.E.",
TITLE = "Towards Robust Deep Neural Networks with BANG",
BOOKTITLE = WACV18,
YEAR = "2018",
PAGES = "803-811",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT150008"}
@inproceedings{bb154091,
AUTHOR = "Lu, J. and Issaranon, T. and Forsyth, D.A.",
TITLE = "SafetyNet: Detecting and Rejecting Adversarial Examples Robustly",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "446-454",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT150009"}
@inproceedings{bb154092,
AUTHOR = "Mukuta, Y. and Ushiku, Y. and Harada, T.",
TITLE = "Spatial-Temporal Weighted Pyramid Using Spatial Orthogonal Pooling",
BOOKTITLE = CEFR-LCV17,
YEAR = "2017",
PAGES = "1041-1049",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT150010"}
@inproceedings{bb154093,
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#TT150011"}
@article{bb154094,
AUTHOR = "Yu, Y.J. and Lee, H.J. and Lee, H. and Ro, Y.M.",
TITLE = "Defending Person Detection Against Adversarial Patch Attack by Using
Universal Defensive Frame",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "6976-6990",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advpat8.html#TT150012"}
@article{bb154095,
AUTHOR = "Zhang, Y.C. and Zhang, Y. and Qi, J.H. and Bin, K.C. and Wen, H. and Tong, X.Q. and Zhong, P.",
TITLE = "Adversarial Patch Attack on Multi-Scale Object Detection for UAV
Remote Sensing Images",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advpat8.html#TT150013"}
@article{bb154096,
AUTHOR = "Shi, M.C. and Xie, F. and Yang, J.Q. and Zhao, J. and Liu, X.X. and Wang, F.",
TITLE = "Cutout with patch-loss augmentation for improving generative
adversarial networks against instability",
JOURNAL = CVIU,
VOLUME = "234",
YEAR = "2023",
PAGES = "103761",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advpat8.html#TT150014"}
@article{bb154097,
AUTHOR = "Pintor, M. and Angioni, D. and Sotgiu, A. and Demetrio, L. and Demontis, A. and Biggio, B. and Roli, F.",
TITLE = "ImageNet-Patch: A dataset for benchmarking machine learning
robustness against adversarial patches",
JOURNAL = PR,
VOLUME = "134",
YEAR = "2023",
PAGES = "109064",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advpat8.html#TT150015"}
@article{bb154098,
AUTHOR = "Wang, Z. and Wang, B.H. and Zhang, C.L. and Liu, Y.H.",
TITLE = "Defense against Adversarial Patch Attacks for Aerial Image Semantic
Segmentation by Robust Feature Extraction",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "6",
PAGES = "1690",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advpat8.html#TT150016"}
@article{bb154099,
AUTHOR = "Wang, Z. and Wang, B.H. and Zhang, C.L. and Liu, Y.H. and Guo, J.X.",
TITLE = "Robust Feature-Guided Generative Adversarial Network for Aerial Image
Semantic Segmentation against Backdoor Attacks",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "10",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654advpat8.html#TT150017"}
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