@inproceedings{bb145800, AUTHOR = "Hu, L. and Kan, M. and Shan, S. and Chen, X.", TITLE = "Duplex Generative Adversarial Network for Unsupervised Domain Adaptation", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "1498-1507", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654syngan5.html#TT141776"} @inproceedings{bb145801, AUTHOR = "Ren, Z.Z. and Yu, Z.D. and Yang, X.D. and Liu, M.Y. and Schwing, A.G. and Kautz, J.", TITLE = "Ufo2: A Unified Framework Towards Omni-supervised Object Detection", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XIX:288-313", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654syngan5.html#TT141777"} @inproceedings{bb145802, AUTHOR = "Tulyakov, S. and Liu, M.Y. and Yang, X.D. and Kautz, J.", TITLE = "MoCoGAN: Decomposing Motion and Content for Video Generation", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "1526-1535", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654syngan5.html#TT141778"} @inproceedings{bb145803, AUTHOR = "Xiong, W. and Luo, W. and Ma, L. and Liu, W. and Luo, J.", TITLE = "Learning to Generate Time-Lapse Videos Using Multi-stage Dynamic Generative Adversarial Networks", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "2364-2373", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654syngan5.html#TT141779"} @inproceedings{bb145804, AUTHOR = "Volpi, R. and Morerio, P. and Savarese, S. and Murino, V.", TITLE = "Adversarial Feature Augmentation for Unsupervised Domain Adaptation", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "5495-5504", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654syngan5.html#TT141780"} @inproceedings{bb145805, AUTHOR = "Wang, T. and Liu, M. and Zhu, J. and Tao, A. and Kautz, J. and Catanzaro, B.", TITLE = "High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "8798-8807", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654syngan5.html#TT141781"} @inproceedings{bb145806, AUTHOR = "Liu, X. and Meng, G. and Xiang, S. and Pan, C.", TITLE = "Semantic Image Synthesis via Conditional Cycle-Generative Adversarial Networks", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "988-993", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654syngan5.html#TT141782"} @inproceedings{bb145807, AUTHOR = "Chen, X.Y. and Xu, C. and Yang, X.K. and Tao, D.C.", TITLE = "Attention-GAN for Object Transfiguration in Wild Images", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "II: 167-184", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654syngan5.html#TT141783"} @inproceedings{bb145808, AUTHOR = "He, Y. and Schiele, B. and Fritz, M.", TITLE = "Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XVI: 422-437", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654syngan5.html#TT141784"} @inproceedings{bb145809, AUTHOR = "Wang, Y.X. and Wu, C.S. and Herranz, L. and van de Weijer, J. and Gonzalez Garcia, A. and Raducanu, B.", TITLE = "Transferring GANs: Generating Images from Limited Data", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "VI: 220-236", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654syngan5.html#TT141785"} @inproceedings{bb145810, AUTHOR = "Bodla, N. and Hua, G. and Chellappa, R.", TITLE = "Semi-supervised FusedGAN for Conditional Image Generation", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "VI: 689-704", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654syngan5.html#TT141786"} @inproceedings{bb145811, AUTHOR = "Lu, Y.Y. and Wu, S.Z. and Tai, Y.W. and Tang, C.K.", TITLE = "Image Generation from Sketch Constraint Using Contextual GAN", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XVI: 213-228", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654syngan5.html#TT141787"} @inproceedings{bb145812, AUTHOR = "Li, C. and Wang, Z. and Qi, H.", TITLE = "Fast-Converging Conditional Generative Adversarial Networks for Image Synthesis", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "2132-2136", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654syngan5.html#TT141788"} @inproceedings{bb145813, AUTHOR = "Vo, D.M. and Sugimoto, A.", TITLE = "Paired-D GAN for Semantic Image Synthesis", BOOKTITLE = ACCV18, YEAR = "2018", PAGES = "IV:468-484", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654syngan5.html#TT141789"} @inproceedings{bb145814, AUTHOR = "Alvarez Gila, A. and van de Weijer, J. and Garrote, E.", TITLE = "Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB", BOOKTITLE = PBVDL17, YEAR = "2017", PAGES = "480-490", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654syngan5.html#TT141790"} @article{bb145815, AUTHOR = "Miller, D.J. and Xiang, Z. and Kesidis, G.", TITLE = "Adversarial Learning Targeting Deep Neural Network Classification: A Comprehensive Review of Defenses Against Attacks", JOURNAL = PIEEE, VOLUME = "108", YEAR = "2020", NUMBER = "3", MONTH = "March", PAGES = "402-433", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141791"} @article{bb145816, 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/pattern654defgan4.html#TT141792"} @article{bb145817, AUTHOR = "Li, X.R. and Ji, S.L. and Ji, J.T. and Ren, Z.Y. and Wu, C.M. and Li, B. and Wang, T.", TITLE = "Adversarial examples detection through the sensitivity in space mappings", JOURNAL = IET-CV, VOLUME = "14", YEAR = "2020", NUMBER = "5", MONTH = "August", PAGES = "201-213", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141793"} @article{bb145818, AUTHOR = "Li, H. and Zeng, Y. and Li, G. and Lin, L. and Yu, Y.", TITLE = "Online Alternate Generator Against Adversarial Attacks", JOURNAL = IP, VOLUME = "29", YEAR = "2020", PAGES = "9305-9315", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141794"} @article{bb145819, 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/pattern654defgan4.html#TT141795"} @article{bb145820, 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/pattern654defgan4.html#TT141796"} @article{bb145821, AUTHOR = "Liu, A.S. and Liu, X.L. and Yu, H. and Zhang, C.Z. and Liu, Q. and Tao, D.C.", TITLE = "Training Robust Deep Neural Networks via Adversarial Noise Propagation", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "5769-5781", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141797"} @inproceedings{bb145822, AUTHOR = "Jia, K. and Tao, D.C. and Gao, S.H. and Xu, X.M.", TITLE = "Improving Training of Deep Neural Networks via Singular Value Bounding", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "3994-4002", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141798"} @article{bb145823, AUTHOR = "Zhang, C.Z. and Liu, A.S. and Liu, X.L. and Xu, Y.T. and Yu, H. and Ma, Y.Q. and Li, T.L.", TITLE = "Interpreting and Improving Adversarial Robustness of Deep Neural Networks With Neuron Sensitivity", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "1291-1304", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141799"} @article{bb145824, 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/pattern654defgan4.html#TT141800"} @inproceedings{bb145825, AUTHOR = "Yuce, G. and Ortiz Jimenez, G. and Besbinar, B. and Frossard, P.", TITLE = "A Structured Dictionary Perspective on Implicit Neural Representations", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "19206-19216", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141801"} @article{bb145826, AUTHOR = "Bai, X. and Wang, X. and Liu, X.L. and Liu, Q. and Song, J.K. and Sebe, N. and Kim, B.", TITLE = "Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments", JOURNAL = PR, VOLUME = "120", YEAR = "2021", PAGES = "108102", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141802"} @article{bb145827, AUTHOR = "Ma, X.J. and Niu, Y.H. and Gu, L. and Wang, Y.S. and Zhao, Y.T. and Bailey, J. and Lu, F.", TITLE = "Understanding adversarial attacks on deep learning based medical image analysis systems", JOURNAL = PR, VOLUME = "110", YEAR = "2021", PAGES = "107332", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141803"} @inproceedings{bb145828, AUTHOR = "Zhou, M. and Niu, Z.X. and Wang, L. and Zhang, Q.L. and Hua, G.", TITLE = "Adversarial Ranking Attack and Defense", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XIV:781-799", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141804"} @article{bb145829, AUTHOR = "Agarwal, A. and Vatsa, M. and Singh, R. and Ratha, N.", TITLE = "Cognitive data augmentation for adversarial defense via pixel masking", JOURNAL = PRL, VOLUME = "146", YEAR = "2021", PAGES = "244-251", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141805"} @inproceedings{bb145830, AUTHOR = "Agarwal, A. and Ratha, N. and Vatsa, M. and Singh, R.", TITLE = "Exploring Robustness Connection between Artificial and Natural Adversarial Examples", BOOKTITLE = ArtOfRobust22, YEAR = "2022", PAGES = "178-185", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141806"} @article{bb145831, 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/pattern654defgan4.html#TT141807"} @article{bb145832, AUTHOR = "Zhang, S.D. and Gao, H. and Rao, Q.X.", TITLE = "Defense Against Adversarial Attacks by Reconstructing Images", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "6117-6129", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141808"} @article{bb145833, 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/pattern654defgan4.html#TT141809"} @article{bb145834, 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/pattern654defgan4.html#TT141810"} @article{bb145835, AUTHOR = "Khodabakhsh, A. and Akhtar, Z.", TITLE = "Unknown presentation attack detection against rational attackers", JOURNAL = IET-Bio, VOLUME = "10", YEAR = "2021", NUMBER = "5", PAGES = "460-479", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141811"} @article{bb145836, AUTHOR = "Zhang, X.W. and Zheng, X.L. and Mao, W.J.", TITLE = "Adversarial Perturbation Defense on Deep Neural Networks", JOURNAL = Surveys, VOLUME = "54", YEAR = "2021", NUMBER = "8", MONTH = "October", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141812"} @article{bb145837, AUTHOR = "Chen, X. and Ma, Y.N. and Lu, S.W. and Yao, Y.", TITLE = "Boundary augment: A data augment method to defend poison attack", JOURNAL = IET-IPR, VOLUME = "15", YEAR = "2021", NUMBER = "13", PAGES = "3292-3303", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141813"} @article{bb145838, AUTHOR = "Xu, Y.H. and Du, B. and Zhang, L.P.", TITLE = "Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "8671-8685", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141814"} @article{bb145839, 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/pattern654defgan4.html#TT141815"} @article{bb145840, AUTHOR = "Dai, T. and Feng, Y. and Chen, B. and Lu, J. and Xia, S.T.", TITLE = "Deep image prior based defense against adversarial examples", JOURNAL = PR, VOLUME = "122", YEAR = "2022", PAGES = "108249", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141816"} @article{bb145841, 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/pattern654defgan4.html#TT141817"} @article{bb145842, AUTHOR = "Wang, J.W. and Zhao, J.J. and Yin, Q.L. and Luo, X.Y. and Zheng, Y.H. and Shi, Y.Q. and Jha, S.I.K.", TITLE = "SmsNet: A New Deep Convolutional Neural Network Model for Adversarial Example Detection", JOURNAL = MultMed, VOLUME = "24", YEAR = "2022", PAGES = "230-244", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141818"} @article{bb145843, 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/pattern654defgan4.html#TT141819"} @article{bb145844, AUTHOR = "Liang, Q. and Li, Q. and Nie, W.Z.", TITLE = "LD-GAN: Learning perturbations for adversarial defense based on GAN structure", JOURNAL = SP:IC, VOLUME = "103", YEAR = "2022", PAGES = "116659", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141820"} @article{bb145845, AUTHOR = "Shao, R. and Perera, P. and Yuen, P.C. and Patel, V.M.", TITLE = "Open-Set Adversarial Defense with Clean-Adversarial Mutual Learning", JOURNAL = IJCV, VOLUME = "130", YEAR = "2022", NUMBER = "1", MONTH = "January", PAGES = "1070-1087", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141821"} @inproceedings{bb145846, AUTHOR = "Shao, R. and Perera, P. and Yuen, P.C. and Patel, V.M.", TITLE = "Open-set Adversarial Defense", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XVII:682-698", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141822"} @article{bb145847, AUTHOR = "Subramanyam, A.V.", TITLE = "Sinkhorn Adversarial Attack and Defense", JOURNAL = IP, VOLUME = "31", YEAR = "2022", PAGES = "4039-4049", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141823"} @article{bb145848, 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/pattern654defgan4.html#TT141824"} @article{bb145849, 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/pattern654defgan4.html#TT141825"} @article{bb145850, AUTHOR = "Wang, Y.Z. and Liu, Q. and Mihankhah, E. and Lv, C. and Wang, D.", TITLE = "Detection and Isolation of Sensor Attacks for Autonomous Vehicles: Framework, Algorithms, and Validation", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "7", MONTH = "July", PAGES = "8247-8259", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141826"} @article{bb145851, 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/pattern654defgan4.html#TT141827"} @article{bb145852, AUTHOR = "Wang, K. and Liu, M.Z.", TITLE = "YOLO-Anti: YOLO-based counterattack model for unseen congested object detection", JOURNAL = PR, VOLUME = "131", YEAR = "2022", PAGES = "108814", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141828"} @article{bb145853, AUTHOR = "Xue, W. and Chen, Z.M. and Tian, W.W. and Wu, Y.H. and Hua, B.", TITLE = "A Cascade Defense Method for Multidomain Adversarial Attacks under Remote Sensing Detection", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "15", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141829"} @article{bb145854, 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/pattern654defgan4.html#TT141830"} @article{bb145855, AUTHOR = "Rakin, A.S. and He, Z. and Li, J.T. and Yao, F. and Chakrabarti, C. and Fan, D.L.", TITLE = "T-BFA: Targeted Bit-Flip Adversarial Weight Attack", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "11", MONTH = "November", PAGES = "7928-7939", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141831"} @inproceedings{bb145856, AUTHOR = "He, Z. and Rakin, A.S. and Li, J.T. and Chakrabarti, C. and Fan, D.L.", TITLE = "Defending and Harnessing the Bit-Flip Based Adversarial Weight Attack", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "14083-14091", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141832"} @article{bb145857, AUTHOR = "Melacci, S. and Ciravegna, G. and Sotgiu, A. and Demontis, A. and Biggio, B. and Gori, M. and Roli, F.", TITLE = "Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "12", MONTH = "December", PAGES = "9944-9959", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141833"} @article{bb145858, 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/pattern654defgan4.html#TT141834"} @article{bb145859, 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/pattern654defgan4.html#TT141835"} @article{bb145860, 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/pattern654defgan4.html#TT141836"} @article{bb145861, AUTHOR = "Machado, G.R. and Silva, E. and Goldschmidt, R.R.", TITLE = "Adversarial Machine Learning in Image Classification: A Survey Toward the Defender's Perspective", JOURNAL = Surveys, VOLUME = "55", YEAR = "2023", NUMBER = "1", MONTH = "January", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141837"} @article{bb145862, AUTHOR = "Rathore, H. and Sasan, A. and Sahay, S.K. and Sewak, M.", TITLE = "Defending malware detection models against evasion based adversarial attacks", JOURNAL = PRL, VOLUME = "164", YEAR = "2022", PAGES = "119-125", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141838"} @article{bb145863, 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/pattern654defgan4.html#TT141839"} @article{bb145864, AUTHOR = "Lin, D. and Wang, Y.G. and Tang, W.X. and Kang, X.G.", TITLE = "Boosting Query Efficiency of Meta Attack With Dynamic Fine-Tuning", JOURNAL = SPLetters, VOLUME = "29", YEAR = "2022", PAGES = "2557-2561", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141840"} @article{bb145865, AUTHOR = "Zhou, S. and Liu, C. and Ye, D. and Zhu, T.Q. and Zhou, W. and Yu, P.S.", TITLE = "Adversarial Attacks and Defenses in Deep Learning: From a Perspective of Cybersecurity", JOURNAL = Surveys, VOLUME = "55", YEAR = "2022", NUMBER = "8", MONTH = "December", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141841"} @article{bb145866, 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/pattern654defgan4.html#TT141842"} @article{bb145867, 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/pattern654defgan4.html#TT141843"} @inproceedings{bb145868, 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/pattern654defgan4.html#TT141844"} @inproceedings{bb145869, 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/pattern654defgan4.html#TT141845"} @article{bb145870, AUTHOR = "Guo, J. and Bao, W. and Wang, J.K. and Ma, Y.Q. and Gao, X.H. and Xiao, G. and Liu, A. and Dong, J. and Liu, X.L. and Wu, W.J.", TITLE = "A comprehensive evaluation framework for deep model robustness", JOURNAL = PR, VOLUME = "137", YEAR = "2023", PAGES = "109308", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141846"} @article{bb145871, AUTHOR = "Niu, Z.H. and Yang, Y.B.", TITLE = "Defense Against Adversarial Attacks with Efficient Frequency-Adaptive Compression and Reconstruction", JOURNAL = PR, VOLUME = "138", YEAR = "2023", PAGES = "109382", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141847"} @article{bb145872, 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/pattern654defgan4.html#TT141848"} @article{bb145873, AUTHOR = "Brau, F. and Rossolini, G. and Biondi, A. and Buttazzo, G.", TITLE = "On the Minimal Adversarial Perturbation for Deep Neural Networks With Provable Estimation Error", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "4", MONTH = "April", PAGES = "5038-5052", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141849"} @article{bb145874, AUTHOR = "Quan, C. and Sriranga, N. and Yang, H.D. and Han, Y.H.S. and Geng, B.C. and Varshney, P.K.", TITLE = "Efficient Ordered-Transmission Based Distributed Detection Under Data Falsification Attacks", JOURNAL = SPLetters, VOLUME = "30", YEAR = "2023", PAGES = "145-149", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654defgan4.html#TT141850"} @article{bb145875, 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#TT141851"} @article{bb145876, 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#TT141852"} @article{bb145877, 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#TT141853"} @article{bb145878, 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#TT141854"} @article{bb145879, 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#TT141855"} @article{bb145880, 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#TT141856"} @article{bb145881, 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#TT141857"} @article{bb145882, 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#TT141858"} @article{bb145883, 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#TT141859"} @article{bb145884, 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#TT141860"} @article{bb145885, 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#TT141861"} @inproceedings{bb145886, 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#TT141862"} @article{bb145887, 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#TT141863"} @article{bb145888, 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#TT141864"} @article{bb145889, 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#TT141865"} @article{bb145890, 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#TT141866"} @article{bb145891, 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#TT141867"} @article{bb145892, 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#TT141868"} @article{bb145893, 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#TT141869"} @article{bb145894, 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#TT141870"} @article{bb145895, 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#TT141871"} @article{bb145896, 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#TT141872"} @article{bb145897, 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#TT141873"} @inproceedings{bb145898, 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#TT141874"} @article{bb145899, 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#TT141875"}