@article{bb144000, AUTHOR = "Naseer, M. and Khan, S. and Hayat, M. and Khan, F.S. and Porikli, F.M.", TITLE = "Stylized Adversarial Defense", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "5", MONTH = "May", PAGES = "6403-6414", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT139988"} @article{bb144001, AUTHOR = "Xu, Q.Q. and Yang, Z.Y. and Zhao, Y.R. and Cao, X.C. and Huang, Q.M.", TITLE = "Rethinking Label Flipping Attack: From Sample Masking to Sample Thresholding", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "6", MONTH = "June", PAGES = "7668-7685", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT139989"} @article{bb144002, AUTHOR = "Zago, J.G. and Antonelo, E.A. and Baldissera, F.L. and Saad, R.T.", TITLE = "Benford's law: What does it say on adversarial images?", JOURNAL = JVCIR, VOLUME = "93", YEAR = "2023", PAGES = "103818", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT139990"} @article{bb144003, AUTHOR = "Li, W. and Wang, H. and Huo, L. and He, Q. and Zhang, C.", 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/pattern654defgan4.html#TT139991"} @article{bb144004, AUTHOR = "Zhang, Y.X. and Meng, H. and Cao, X.M. and Zhou, Z.C. and Yang, M. and Adhikary, A.R.", TITLE = "Interpreting vulnerabilities of multi-instance learning to adversarial perturbations", JOURNAL = PR, VOLUME = "142", YEAR = "2023", PAGES = "109725", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT139992"} @article{bb144005, 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/pattern654defgan4.html#TT139993"} @article{bb144006, 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/pattern654defgan4.html#TT139994"} @article{bb144007, AUTHOR = "Lee, H. and Ro, Y.M.", TITLE = "Adversarial anchor-guided feature refinement for adversarial defense", JOURNAL = IVC, VOLUME = "136", YEAR = "2023", PAGES = "104722", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT139995"} @article{bb144008, AUTHOR = "Gao, W. and Zhang, X. and Guo, S. and Zhang, T.W. and Xiang, T. and Qiu, H. and Wen, Y.G. and Liu, Y.", TITLE = "Automatic Transformation Search Against Deep Leakage From Gradients", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "9", MONTH = "September", PAGES = "10650-10668", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT139996"} @article{bb144009, AUTHOR = "Wei, X.X. and Wang, S. and Yan, H.Q.", TITLE = "Efficient Robustness Assessment via Adversarial Spatial-Temporal Focus on Videos", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "9", MONTH = "September", PAGES = "10898-10912", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT139997"} @article{bb144010, 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/pattern654defgan4.html#TT139998"} @inproceedings{bb144011, 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/pattern654defgan4.html#TT139999"} @article{bb144012, 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/pattern654defgan4.html#TT140000"} @article{bb144013, AUTHOR = "Huang, L.F. and Gao, C. and Liu, N.", TITLE = "Erosion Attack: Harnessing Corruption To Improve Adversarial Examples", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "4828-4841", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140001"} @article{bb144014, AUTHOR = "Wang, K. and Chen, Z. 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/pattern654defgan4.html#TT140002"} @article{bb144015, AUTHOR = "Yang, S.R. and Li, J.Q. and Zhang, T.Y. and Zhao, J. and Shen, F.", TITLE = "AdvMask: A sparse adversarial attack-based data augmentation method for image classification", JOURNAL = PR, VOLUME = "144", YEAR = "2023", PAGES = "109847", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140003"} @article{bb144016, AUTHOR = "Ding, F. and Shen, Z.Y. and Zhu, G.P. and Kwong, S. and Zhou, Y.C. and Lyu, S.W.", TITLE = "ExS-GAN: Synthesizing Anti-Forensics Images via Extra Supervised GAN", JOURNAL = Cyber, VOLUME = "53", YEAR = "2023", NUMBER = "11", MONTH = "November", PAGES = "7162-7173", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140004"} @article{bb144017, AUTHOR = "Shi, C. and Liu, Y. and Zhao, M.H. and Pun, C.M. and Miao, Q.G.", TITLE = "Attack-invariant attention feature for adversarial defense in hyperspectral image classification", JOURNAL = PR, VOLUME = "145", YEAR = "2024", PAGES = "109955", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140005"} @article{bb144018, AUTHOR = "Liu, D. and Wu, L.Y.B. and Li, B. and Boussaid, F. and Bennamoun, M. and Xie, X.H. and Liang, C.W.", TITLE = "Jacobian norm with Selective Input Gradient Regularization for interpretable adversarial defense", JOURNAL = PR, VOLUME = "145", YEAR = "2024", PAGES = "109902", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140006"} @article{bb144019, AUTHOR = "Zhang, C.H. and Yu, S. and Tian, Z.Y. and Yu, J.J.Q.", TITLE = "Generative Adversarial Networks: A Survey on Attack and Defense Perspective", JOURNAL = Surveys, VOLUME = "56", YEAR = "2023", NUMBER = "4", MONTH = "November", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140007"} @article{bb144020, AUTHOR = "Liu, H. and Zhao, B. and Guo, J. and Zhang, K. and Liu, P.", TITLE = "A lightweight unsupervised adversarial detector based on autoencoder and isolation forest", JOURNAL = PR, VOLUME = "147", YEAR = "2024", PAGES = "110127", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140008"} @article{bb144021, 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/pattern654defgan4.html#TT140009"} @article{bb144022, AUTHOR = "Fang, K. and Tao, Q.H. and Wu, Y. and Li, T. and Cai, J. and Cai, F. 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/pattern654defgan4.html#TT140010"} @inproceedings{bb144023, 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/pattern654defgan4.html#TT140011"} @article{bb144024, AUTHOR = "Yu, Y. and Gao, X. and Xu, C.Z.", TITLE = "LAFIT: Efficient and Reliable Evaluation of Adversarial Defenses With Latent Features", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "1", MONTH = "January", PAGES = "354-369", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140012"} @article{bb144025, AUTHOR = "Zhang, X.X. and Gui, S. and Jin, J. and Zhu, Z.F. and Zhao, Y.", TITLE = "ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries", JOURNAL = MultMed, VOLUME = "26", YEAR = "2024", PAGES = "15-27", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140013"} @article{bb144026, 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/pattern654defgan4.html#TT140014"} @article{bb144027, AUTHOR = "Wang, D.H. and Yao, W. and Jiang, T.S. and Chen, X.Q.", TITLE = "AdvOps: Decoupling adversarial examples", JOURNAL = PR, VOLUME = "149", YEAR = "2024", PAGES = "110252", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140015"} @article{bb144028, AUTHOR = "Zhuang, W. and Huang, L.F. and Gao, C. 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/pattern654defgan4.html#TT140016"} @article{bb144029, AUTHOR = "Wang, W.D. and Li, Z. and Liu, S. and Zhang, L. and Yang, J. and Wang, Y.", TITLE = "Feature decoupling and interaction network for defending against adversarial examples", JOURNAL = IVC, VOLUME = "144", YEAR = "2024", PAGES = "104931", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140017"} @inproceedings{bb144030, AUTHOR = "Liu, Y. and Zhang, S.Y. and Chen, J.C. and Yu, Z.H. and Chen, K. and Lin, D.", TITLE = "Improving Pixel-based MIM by Reducing Wasted Modeling Capability", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "5338-5349", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140018"} @inproceedings{bb144031, 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/pattern654defgan4.html#TT140019"} @inproceedings{bb144032, AUTHOR = "Tao, Y. and Liu, D.Z. and Zhou, P. and Xie, Y. and Du, W. and Hu, W.", TITLE = "3DHacker: Spectrum-based Decision Boundary Generation for Hard-label 3D Point Cloud Attack", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "14294-14304", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140020"} @inproceedings{bb144033, AUTHOR = "Ruan, S.W. and Dong, Y.P. and Su, H. and Peng, J.T. and Chen, N. and Wei, X.X.", TITLE = "Towards Viewpoint-Invariant Visual Recognition via Adversarial Training", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "4686-4696", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140021"} @inproceedings{bb144034, AUTHOR = "Hingun, N. and Sitawarin, C. and Li, J. and Wagner, D.", TITLE = "REAP: A Large-Scale Realistic Adversarial Patch Benchmark", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "4617-4628", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140022"} @inproceedings{bb144035, 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/pattern654defgan4.html#TT140023"} @inproceedings{bb144036, AUTHOR = "Lee, B.K. and Kim, J. and Ro, Y.M.", TITLE = "Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "4476-4486", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140024"} @inproceedings{bb144037, 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/pattern654defgan4.html#TT140025"} @inproceedings{bb144038, AUTHOR = "Fang, H. and Zhang, J. and Qiu, Y.P. and Liu, J.Y. and Xu, K. and Fang, C. and Chang, E.C.", TITLE = "Tracing the Origin of Adversarial Attack for Forensic Investigation and Deterrence", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "4312-4321", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140026"} @inproceedings{bb144039, AUTHOR = "Zhu, P. and Osada, G. and Kataoka, H. and Takahashi, T.", TITLE = "Frequency-aware GAN for Adversarial Manipulation Generation", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "4292-4301", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140027"} @inproceedings{bb144040, 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/pattern654defgan4.html#TT140028"} @inproceedings{bb144041, 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/pattern654defgan4.html#TT140029"} @inproceedings{bb144042, 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/pattern654defgan4.html#TT140030"} @inproceedings{bb144043, AUTHOR = "Lee, M.J. and Kim, D.", TITLE = "Robust Evaluation of Diffusion-Based Adversarial Purification", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "134-144", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140031"} @inproceedings{bb144044, AUTHOR = "Frosio, I. and Kautz, J.", TITLE = "The Best Defense is a Good Offense: Adversarial Augmentation Against Adversarial Attacks", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "4067-4076", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140032"} @inproceedings{bb144045, AUTHOR = "Sharma, S. and Joshi, R. and Bhilare, S. and Joshi, M.V.", TITLE = "Robust Adversarial Defence: Use of Auto-inpainting", BOOKTITLE = CAIP23, YEAR = "2023", PAGES = "I:110-119", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140033"} @inproceedings{bb144046, AUTHOR = "Silva, H.P. and Seidenari, L. and del Bimbo, A.", TITLE = "Diffdefense: Defending Against Adversarial Attacks via Diffusion Models", BOOKTITLE = CIAP23, YEAR = "2023", PAGES = "II:430-442", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140034"} @inproceedings{bb144047, AUTHOR = "di Domenico, N. and Borghi, G. and Franco, A. and Maltoni, D.", TITLE = "Combining Identity Features and Artifact Analysis for Differential Morphing Attack Detection", BOOKTITLE = CIAP23, YEAR = "2023", PAGES = "I:100-111", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140035"} @inproceedings{bb144048, AUTHOR = "Tapia, J. and Busch, C.", TITLE = "Impact of Synthetic Images on Morphing Attack Detection Using a Siamese Network", BOOKTITLE = CIARP23, YEAR = "2023", PAGES = "I:343-357", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140036"} @inproceedings{bb144049, AUTHOR = "Zeng, H. and Chen, B.W. and Deng, K. and Peng, A.", TITLE = "Adversarial Example Detection Bayesian Game", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "1710-1714", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140037"} @inproceedings{bb144050, AUTHOR = "Piat, W. and Fadili, J. and Jurie, S.F.", TITLE = "Exploring the Connection Between Neuron Coverage and Adversarial Robustness in DNN Classifiers", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "745-749", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140038"} @inproceedings{bb144051, AUTHOR = "Atsague, M. and Nirala, A. and Fakorede, O. and Tian, J.", TITLE = "A Penalized Modified Huber Regularization to Improve Adversarial Robustness", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "2675-2679", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140039"} @inproceedings{bb144052, AUTHOR = "Zhang, J.F. and Wang, J. and Lyu, W.L. and Yin, Z.X.", TITLE = "Local Texture Complexity Guided Adversarial Attack", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "2065-2069", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140040"} @inproceedings{bb144053, AUTHOR = "Wang, B.H. and Pang, M. and Dong, Y.", TITLE = "Turning Strengths into Weaknesses: A Certified Robustness Inspired Attack Framework against Graph Neural Networks", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "16394-16403", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140041"} @inproceedings{bb144054, AUTHOR = "Nguyen, N.B. and Chandrasegaran, K. and Abdollahzadeh, M. and Cheung, N.M.", TITLE = "Re-Thinking Model Inversion Attacks Against Deep Neural Networks", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "16384-16393", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140042"} @inproceedings{bb144055, AUTHOR = "Tan, C.C. and Zhao, Y. and Wei, S. and Gu, G.H. and Wei, Y.C.", TITLE = "Learning on Gradients: Generalized Artifacts Representation for GAN-Generated Images Detection", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "12105-12114", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140043"} @inproceedings{bb144056, AUTHOR = "Bai, Q.Y. and Yang, C. and Xu, Y.H. and Liu, X.H. and Yang, Y. and Shen, Y.J.", TITLE = "GLeaD: Improving GANs with A Generator-Leading Task", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "12094-12104", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140044"} @inproceedings{bb144057, AUTHOR = "Jamil, H. and Liu, Y.J. and Caglar, T. and Cole, C. and Blanchard, N. and Peterson, C. and Kirby, M.", TITLE = "Hamming Similarity and Graph Laplacians for Class Partitioning and Adversarial Image Detection", BOOKTITLE = TAG-PRA23, YEAR = "2023", PAGES = "590-599", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140045"} @inproceedings{bb144058, AUTHOR = "Huang, B. and Chen, M.Y. and Wang, Y. and Lu, J. and Cheng, M. and Wang, W.", TITLE = "Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "24668-24677", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140046"} @inproceedings{bb144059, AUTHOR = "Dong, M.J. and Xu, C.", TITLE = "Adversarial Robustness via Random Projection Filters", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "4077-4086", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140047"} @inproceedings{bb144060, AUTHOR = "Kim, W.J. and Cho, Y. and Jung, J. and Yoon, S.E.", TITLE = "Feature Separation and Recalibration for Adversarial Robustness", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "8183-8192", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140048"} @inproceedings{bb144061, AUTHOR = "Huang, S.H. and Lu, Z.C. and Deb, K. and Boddeti, V.N.", TITLE = "Revisiting Residual Networks for Adversarial Robustness", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "8202-8211", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140049"} @inproceedings{bb144062, AUTHOR = "Kim, J. and Lee, B.K. and Ro, Y.M.", TITLE = "Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "12032-12042", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140050"} @inproceedings{bb144063, AUTHOR = "Croce, F. and Rebuffi, S.A. and Shelhamer, E. and Gowal, S.", TITLE = "Seasoning Model Soups for Robustness to Adversarial and Natural Distribution Shifts", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "12313-12323", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140051"} @inproceedings{bb144064, AUTHOR = "Li, S. and Zhang, S. and Chen, G. and Wang, D. and Feng, P. and Wang, J. and Liu, A. and Yi, X. and Liu, X.L.", TITLE = "Towards Benchmarking and Assessing Visual Naturalness of Physical World Adversarial Attacks", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "12324-12333", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140052"} @inproceedings{bb144065, AUTHOR = "Li, Z. and Wong, X. and Stengel Eskin, E. and Kortylewski, A. and Ma, W. and van Durme, B. and Yuille, A.L.", TITLE = "Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "14963-14973", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140053"} @inproceedings{bb144066, AUTHOR = "Wang, Z. and Ding, N. and Levinboim, T. and Chen, X. and Soricut, R.", TITLE = "Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "16458-16468", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140054"} @inproceedings{bb144067, AUTHOR = "Agarwal, A. and Ratha, N. and Singh, R. and Vatsa, M.", TITLE = "Robustness Against Gradient based Attacks through Cost Effective Network Fine-Tuning", BOOKTITLE = FaDE-TCV23, YEAR = "2023", PAGES = "28-37", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140055"} @inproceedings{bb144068, AUTHOR = "Liang, H.Y. and Liang, B. and Sun, J. and Cui, Y. and Mitchell, T.", TITLE = "Implications of Solution Patterns on Adversarial Robustness", BOOKTITLE = AML23, YEAR = "2023", PAGES = "2393-2400", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140056"} @inproceedings{bb144069, AUTHOR = "Redgrave, T. and Crum, C.", TITLE = "Generating Adversarial Samples in Mini-Batches May Be Detrimental To Adversarial Robustness", BOOKTITLE = AML23, YEAR = "2023", PAGES = "2378-2384", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140057"} @inproceedings{bb144070, AUTHOR = "Godfrey, C. and Kvinge, H. and Bishoff, E. and Mckay, M. and Brown, D. and Doster, T. and Byler, E.", TITLE = "How many dimensions are required to find an adversarial example?", BOOKTITLE = AML23, YEAR = "2023", PAGES = "2353-2360", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140058"} @inproceedings{bb144071, AUTHOR = "Gavrikov, P. and Keuper, J.", TITLE = "On the Interplay of Convolutional Padding and Adversarial Robustness", BOOKTITLE = BRAVO23, YEAR = "2023", PAGES = "3983-3992", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140059"} @inproceedings{bb144072, AUTHOR = "Wang, R. and Li, Y.X. and Liu, S.", TITLE = "Exploring Diversified Adversarial Robustness in Neural Networks via Robust Mode Connectivity", BOOKTITLE = AML23, YEAR = "2023", PAGES = "2346-2352", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140060"} @inproceedings{bb144073, AUTHOR = "Nandi, S. and Addepalli, S. and Rangwani, H. and Babu, R.V.", TITLE = "Certified Adversarial Robustness Within Multiple Perturbation Bounds", BOOKTITLE = AML23, YEAR = "2023", PAGES = "2298-2305", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140061"} @inproceedings{bb144074, AUTHOR = "Chen, Y.W. and Chu, S.Y.", TITLE = "Adversarial Defense in Aerial Detection", BOOKTITLE = AML23, YEAR = "2023", PAGES = "2306-2313", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140062"} @inproceedings{bb144075, AUTHOR = "Sarkar, S. and Babu, A.R. and Mousavi, S. and Ghorbanpour, S. and Gundecha, V. and Guillen, A. and Luna, R. and Naug, A.", TITLE = "Robustness with Query-efficient Adversarial Attack using Reinforcement Learning", BOOKTITLE = AML23, YEAR = "2023", PAGES = "2330-2337", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140063"} @inproceedings{bb144076, AUTHOR = "Mofayezi, M. and Medghalchi, Y.", TITLE = "Benchmarking Robustness to Text-Guided Corruptions", BOOKTITLE = GCV23, YEAR = "2023", PAGES = "779-786", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140064"} @inproceedings{bb144077, AUTHOR = "Tarchoun, B. and Ben Khalifa, A. and Mahjoub, M.A. and Abu Ghazaleh, N. and Alouani, I.", TITLE = "Jedi: Entropy-Based Localization and Removal of Adversarial Patches", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "4087-4095", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140065"} @inproceedings{bb144078, AUTHOR = "Zhou, Q.G. and Lei, M. and Zhi, P. and Zhao, R. and Shen, J. and Yong, B.B.", TITLE = "Towards Improving the Anti-Attack Capability of the Rangenet++", BOOKTITLE = "ACCVWS22", YEAR = "2022", PAGES = "60-70", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140066"} @inproceedings{bb144079, AUTHOR = "Chandna, K.", TITLE = "Improving Adversarial Robustness by Penalizing Natural Accuracy", BOOKTITLE = AdvRob22, YEAR = "2022", PAGES = "517-533", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140067"} @inproceedings{bb144080, AUTHOR = "Zhao, Z.Y. and Dang, N. and Larson, M.", TITLE = "The Importance of Image Interpretation: Patterns of Semantic Misclassification in Real-world Adversarial Images", BOOKTITLE = MMMod23, YEAR = "2023", PAGES = "II: 718-725", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140068"} @inproceedings{bb144081, AUTHOR = "Venkatesh, R. and Wong, E. and Kolter, Z.", TITLE = "Adversarial robustness in discontinuous spaces via alternating sampling and descent", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "4651-4660", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140069"} @inproceedings{bb144082, AUTHOR = "Nayak, G.K. and Rawal, R. and Chakraborty, A.", TITLE = "DE-CROP: Data-efficient Certified Robustness for Pretrained Classifiers", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "4611-4620", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140070"} @inproceedings{bb144083, AUTHOR = "Kakizaki, K. and Fukuchi, K. and Sakuma, J.", TITLE = "Certified Defense for Content Based Image Retrieval", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "4550-4559", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140071"} @inproceedings{bb144084, AUTHOR = "Zheng, Z.H. and Ying, X.W. and Yao, Z. and Chuah, M.C.", TITLE = "Robustness of Trajectory Prediction Models Under Map-Based Attacks", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "4530-4539", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140072"} @inproceedings{bb144085, AUTHOR = "Mathur, A.N. and Madan, A. and Sharma, O.", TITLE = "SLI-pSp: Injecting Multi-Scale Spatial Layout in pSp", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "4084-4093", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140073"} @inproceedings{bb144086, AUTHOR = "Xu, K. and Xiao, Y. and Zheng, Z.H. and Cai, K. and Nevatia, R.", TITLE = "PatchZero: Defending against Adversarial Patch Attacks by Detecting and Zeroing the Patch", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "4621-4630", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140074"} @inproceedings{bb144087, AUTHOR = "Dargaud, L. and Ibsen, M. and Tapia, J. and Busch, C.", TITLE = "A Principal Component Analysis-Based Approach for Single Morphing Attack Detection", BOOKTITLE = Explain-Bio23, YEAR = "2023", PAGES = "683-692", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140075"} @inproceedings{bb144088, AUTHOR = "Drenkow, N. and Lennon, M. and Wang, I.J. and Burlina, P.", TITLE = "Do Adaptive Active Attacks Pose Greater Risk Than Static Attacks?", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "1380-1389", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140076"} @inproceedings{bb144089, AUTHOR = "Chen, Y.K. and Zhang, M. and Li, J. and Kuang, X.H.", TITLE = "Adversarial Attacks and Defenses in Image Classification: A Practical Perspective", BOOKTITLE = ICIVC22, YEAR = "2022", PAGES = "424-430", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140077"} @inproceedings{bb144090, AUTHOR = "Beetham, J. and Kardan, N. and Mian, A. and Shah, M.", TITLE = "Detecting Compromised Architecture/Weights of a Deep Model", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2843-2849", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140078"} @inproceedings{bb144091, AUTHOR = "Hwang, D. and Lee, E. and Rhee, W.", TITLE = "AID-Purifier: A Light Auxiliary Network for Boosting Adversarial Defense", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2401-2407", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140079"} @inproceedings{bb144092, AUTHOR = "Tasaki, H. and Kaneko, Y. and Chao, J.H.", TITLE = "Curse of co-Dimensionality: Explaining Adversarial Examples by Embedding Geometry of Data Manifold", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2364-2370", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140080"} @inproceedings{bb144093, AUTHOR = "Modas, A. and Rade, R. and Ortiz Jimenez, G. and Moosavi Dezfooli, S.M. and Frossard, P.", TITLE = "PRIME: A Few Primitives Can Boost Robustness to Common Corruptions", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXV:623-640", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140081"} @inproceedings{bb144094, AUTHOR = "Khalsi, R. and Smati, I. and Sallami, M.M. and Ghorbel, F.", TITLE = "A Novel System for Deep Contour Classifiers Certification Under Filtering Attacks", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "3561-3565", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140082"} @inproceedings{bb144095, AUTHOR = "Zhang, Y.X. and Dong, B. and Heide, F.", TITLE = "All You Need Is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XIX:323-343", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140083"} @inproceedings{bb144096, AUTHOR = "Lu, B. and Liu, J.Y. and Xiong, H.L.", TITLE = "Transformation-Based Adversarial Defense Via Sparse Representation", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "1726-1730", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140084"} @inproceedings{bb144097, AUTHOR = "Subramanyam, A.V. and Raj, A.", TITLE = "Barycentric Defense", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "2276-2280", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140085"} @inproceedings{bb144098, AUTHOR = "Do, K. and Harikumar, H. and Le, H. and Nguyen, D. and Tran, T. and Rana, S. and Nguyen, D. and Susilo, W. and Venkatesh, S.", TITLE = "Towards Effective and Robust Neural Trojan Defenses via Input Filtering", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "V:283-300", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140086"} @inproceedings{bb144099, AUTHOR = "Sun, J.C. and Mehra, A. and Kailkhura, B. and Chen, P.Y. and Hendrycks, D. and Hamm, J. and Mao, Z.M.", TITLE = "A Spectral View of Randomized Smoothing Under Common Corruptions: Benchmarking and Improving Certified Robustness", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "IV:654-671", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT140087"}