@article{bb159400,
        AUTHOR = "de Paz, E.G.G. and Vaquera Huerta, H. and Albores Velasco, F.J. and Bauer Mengelberg, J.R. and Romero Padilla, J.M.",
        TITLE = "Convex Partition: A Bayesian Regression Tree for Black-box
Optimisation",
        JOURNAL = PRL,
        VOLUME = "196",
        YEAR = "2025",
        PAGES = "344-350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155304"}

@article{bb159401,
        AUTHOR = "Yu, J. and Chen, H. and Li, J.J. and Chen, L.H. and Gao, Y.D. and Liu, W.F. and Zhang, L.",
        TITLE = "Black-Box Adversarial Defense Based on Image Decomposition and
Reconstruction",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "5909-5921",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155305"}

@inproceedings{bb159402,
        AUTHOR = "Park, J. and McLaughlin, N. and Alouani, I.",
        TITLE = "Mind the Gap: Detecting Black-box Adversarial Attacks in the Making
through Query Update Analysis",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "10235-10243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155306"}

@inproceedings{bb159403,
        AUTHOR = "Qiao, Y.Q. and Liu, D. and Wang, R. and Liang, K.",
        TITLE = "Low-Frequency Black-Box Backdoor Attack via Evolutionary Algorithm",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "7582-7592",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155307"}

@inproceedings{bb159404,
        AUTHOR = "Shukla, S. and Dalui, S. and Alam, M. and Datta, S. and Mondal, A. and Mukhopadhyay, D. and Chakrabarti, P.P.",
        TITLE = "Guardian of the Ensembles: Introducing Pairwise Adversarially Robust
Loss for Resisting Adversarial Attacks in DNN Ensembles",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "7205-7214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155308"}

@inproceedings{bb159405,
        AUTHOR = "Choi, J.I. and Lan, Q.Z. and Tian, Q.",
        TITLE = "Improving Deep Detector Robustness via Detection-Related Discriminant
Maximization and Reorganization",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "1518-1527",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155309"}

@inproceedings{bb159406,
        AUTHOR = "Perla, N.K. and Hossain, M.I. and Sajeeda, A. and Shao, M.",
        TITLE = "Are Exemplar-Based Class Incremental Learning Models Victim of
Black-Box Poison Attacks?",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "6785-6794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155310"}

@inproceedings{bb159407,
        AUTHOR = "Zhang, X.W. and Zhang, T.Y. and Zhang, Y.T. and Liu, S.C.",
        TITLE = "Enhancing the Transferability of Adversarial Attacks with Stealth
Preservation",
        BOOKTITLE = AML24,
        YEAR = "2024",
        PAGES = "2915-2925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155311"}

@inproceedings{bb159408,
        AUTHOR = "Ye, M. and Xu, X. and Zhang, Q. and Wu, J.",
        TITLE = "Sharpness-Aware Optimization for Real-World Adversarial Attacks for
Diverse Compute Platforms with Enhanced Transferability",
        BOOKTITLE = AML24,
        YEAR = "2024",
        PAGES = "2937-2946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155312"}

@inproceedings{bb159409,
        AUTHOR = "Wu, H. and Ou, G. and Wu, W.B. and Zheng, Z.",
        TITLE = "Improving Transferable Targeted Adversarial Attacks with Model
Self-Enhancement",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "24615-24624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155313"}

@inproceedings{bb159410,
        AUTHOR = "Tang, B. and Wang, Z. and Bin, Y. and Dou, Q. and Yang, Y. and Shen, H.T.",
        TITLE = "Ensemble Diversity Facilitates Adversarial Transferability",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "24377-24386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155314"}

@inproceedings{bb159411,
        AUTHOR = "Dubinski, J. and Kowalczuk, A. and Pawlak, S. and Rokita, P. and Trzcinski, T. and Morawiecki, P.",
        TITLE = "Towards More Realistic Membership Inference Attacks on Large
Diffusion Models",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "4848-4857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155315"}

@inproceedings{bb159412,
        AUTHOR = "Wang, Z.Y. and Shen, L. and Guo, J.F. and Duan, T.H. and Luan, S. and Liu, T.L. and Gao, M.C.",
        TITLE = "Training A Secure Model Against Data-free Model Extraction",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXIX: 323-340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155316"}

@inproceedings{bb159413,
        AUTHOR = "Meng, L.Z. and Shao, M. and Qiao, Y.J. and Liu, W.J.",
        TITLE = "Inter-class Topology Alignment for Efficient Black-box Substitute
Attacks",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXIV: 261-277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155317"}

@inproceedings{bb159414,
        AUTHOR = "Yang, N. and Li, Z. and Long, Z. and Huang, X.L. and Zhu, C. and Liu, Y.P.",
        TITLE = "Efficient Black-Box Adversarial Attack on Deep Clustering Models",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "1044-1049",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155318"}

@inproceedings{bb159415,
        AUTHOR = "Nayak, G.K. and Khatri, I. and Rawal, R. and Chakraborty, A.",
        TITLE = "Data-free Defense of Black Box Models Against Adversarial Attacks",
        BOOKTITLE = FaDE-TCV24,
        YEAR = "2024",
        PAGES = "254-263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155319"}

@inproceedings{bb159416,
        AUTHOR = "Park, J. and Miller, P. and McLaughlin, N.",
        TITLE = "Hard-label based Small Query Black-box Adversarial Attack",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "3974-3983",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155320"}

@inproceedings{bb159417,
        AUTHOR = "Aich, A. and Li, S. and Song, C.Y. and Asif, M.S. and Krishnamurthy, S.V. and Roy Chowdhury, A.K.",
        TITLE = "Leveraging Local Patch Differences in Multi-Object Scenes for
Generative Adversarial Attacks",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "1308-1318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155321"}

@inproceedings{bb159418,
        AUTHOR = "Hirose, Y. and Ono, S.",
        TITLE = "Black-box Adversarial Attack against Visual Interpreters for Deep
Neural Networks",
        BOOKTITLE = MVA23,
        YEAR = "2023",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155322"}

@inproceedings{bb159419,
        AUTHOR = "Baia, A.E. and Poggioni, V. and Cavallaro, A.",
        TITLE = "Black-Box Attacks on Image Activity Prediction and its Natural
Language Explanations",
        BOOKTITLE = AROW23,
        YEAR = "2023",
        PAGES = "3688-3697",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155323"}

@inproceedings{bb159420,
        AUTHOR = "Zhang, Y.H. and Cai, R. and Chen, T.L. and Reza, M.F. and Rahmati, A. and Wu, T.F. and Dai, H.",
        TITLE = "CGBA: Curvature-aware Geometric Black-box Attack",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "124-133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155324"}

@inproceedings{bb159421,
        AUTHOR = "Park, H. and Park, J. and Dong, X. and Teoh, A.B.J.",
        TITLE = "Towards Query Efficient and Generalizable Black-Box Face
Reconstruction Attack",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1060-1064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155325"}

@inproceedings{bb159422,
        AUTHOR = "Han, G.J. and Choi, J. and Lee, H. and Kim, J.",
        TITLE = "Reinforcement Learning-Based Black-Box Model Inversion Attacks",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "20504-20513",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155326"}

@inproceedings{bb159423,
        AUTHOR = "Williams, P.N. and Li, K.",
        TITLE = "Black-Box Sparse Adversarial Attack via Multi-Objective Optimisation
CVPR Proceedings",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "12291-12301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155327"}

@inproceedings{bb159424,
        AUTHOR = "Zhao, A. and Chu, T. and Liu, Y. and Li, W. and Li, J.J. and Duan, L.X.",
        TITLE = "Minimizing Maximum Model Discrepancy for Transferable Black-box
Targeted Attacks",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "8153-8162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155328"}

@inproceedings{bb159425,
        AUTHOR = "Cai, Z. and Tan, Y. and Asif, M.S.",
        TITLE = "Ensemble-based Blackbox Attacks on Dense Prediction",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "4045-4055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155329"}

@inproceedings{bb159426,
        AUTHOR = "Zhang, C.N. and Benz, P. and Karjauv, A. and Cho, J.W. and Zhang, K. and Kweon, I.S.",
        TITLE = "Investigating Top-k White-Box and Transferable Black-box Attack",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "15064-15073",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155330"}

@inproceedings{bb159427,
        AUTHOR = "Wang, B.H. and Li, Y.Q. and Zhou, P.",
        TITLE = "Bandits for Structure Perturbation-based Black-box Attacks to Graph
Neural Networks with Theoretical Guarantees",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "13369-13377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155331"}

@inproceedings{bb159428,
        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/pattern654bbox6.html#TT155332"}

@inproceedings{bb159429,
        AUTHOR = "Aithal, M.B. and Li, X.H.",
        TITLE = "Boundary Defense Against Black-box Adversarial Attacks",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2349-2356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155333"}

@inproceedings{bb159430,
        AUTHOR = "Ji, Y. and Ding, J.Y. and Chen, Z.Y. and Wu, F. and Zhang, C. and Sun, Y.M. and Sun, J. and Liu, S.D.",
        TITLE = "Simulator Attack+ for Black-Box Adversarial Attack",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "636-640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155334"}

@inproceedings{bb159431,
        AUTHOR = "Liang, S.Y. and Li, L.K. and Fan, Y.B. and Jia, X.J. and Li, J.Z. and Wu, B.Y. and Cao, X.C.",
        TITLE = "A Large-Scale Multiple-Objective Method for Black-box Attack Against
Object Detection",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "IV:619-636",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155335"}

@inproceedings{bb159432,
        AUTHOR = "Wang, D. and Wang, Y.G.",
        TITLE = "Decision-based Black-box Attack Specific to Large-size Images",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "II:357-372",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155336"}

@inproceedings{bb159433,
        AUTHOR = "Na, D.B. and Ji, S. and Kim, J.",
        TITLE = "Unrestricted Black-box Adversarial Attack Using GAN with Limited
Queries",
        BOOKTITLE = AdvRob22,
        YEAR = "2022",
        PAGES = "467-482",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155337"}

@inproceedings{bb159434,
        AUTHOR = "Kim, W.J. and Hong, S. and Yoon, S.E.",
        TITLE = "Diverse Generative Perturbations on Attention Space for Transferable
Adversarial Attacks",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "281-285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155338"}

@inproceedings{bb159435,
        AUTHOR = "Wang, Y.X. and Li, J. and Liu, H. and Wang, Y. and Wu, Y.J. and Huang, F.Y. and Ji, R.R.",
        TITLE = "Black-Box Dissector:
Towards Erasing-Based Hard-Label Model Stealing Attack",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "V:192-208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155339"}

@inproceedings{bb159436,
        AUTHOR = "Tran, H. and Lu, D. and Zhang, G.",
        TITLE = "Exploiting the Local Parabolic Landscapes of Adversarial Losses to
Accelerate Black-Box Adversarial Attack",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "V:317-334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155340"}

@inproceedings{bb159437,
        AUTHOR = "Wang, T. and Yao, Y. and Xu, F. and An, S.W. and Tong, H.H. and Wang, T.",
        TITLE = "An Invisible Black-Box Backdoor Attack Through Frequency Domain",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XIII:396-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155341"}

@inproceedings{bb159438,
        AUTHOR = "Zhou, L.J. and Cui, P. and Zhang, X.X. and Jiang, Y. and Yang, S.Q.",
        TITLE = "Adversarial Eigen Attack on BlackBox Models",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "15233-15241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155342"}

@inproceedings{bb159439,
        AUTHOR = "Zhang, J. and Li, B. and Xu, J.H. and Wu, S. and Ding, S.H. and Zhang, L. and Wu, C.",
        TITLE = "Towards Efficient Data Free Blackbox Adversarial Attack",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "15094-15104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155343"}

@inproceedings{bb159440,
        AUTHOR = "Wang, W.X. and Qian, X.L. and Fu, Y.W. and Xue, X.Y.",
        TITLE = "DST: Dynamic Substitute Training for Data-free Black-box Attack",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "14341-14350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155344"}

@inproceedings{bb159441,
        AUTHOR = "Wang, W.X. and Yin, B.J. and Yao, T.P. and Zhang, L. and Fu, Y.W. and Ding, S.H. and Li, J.L. and Huang, F.Y. and Xue, X.Y.",
        TITLE = "Delving into Data: Effectively Substitute Training for Black-box
Attack",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "4759-4768",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155345"}

@inproceedings{bb159442,
        AUTHOR = "Jia, S. and Song, Y.B. and Ma, C. and Yang, X.K.",
        TITLE = "IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack
for Visual Object Tracking",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "6705-6714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155346"}

@inproceedings{bb159443,
        AUTHOR = "Ma, C. and Chen, L. and Yong, J.H.",
        TITLE = "Simulating Unknown Target Models for Query-Efficient Black-box
Attacks",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "11830-11839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155347"}

@inproceedings{bb159444,
        AUTHOR = "Maho, T. and Furon, T. and Le Merrer, E.",
        TITLE = "SurFree: a fast surrogate-free black-box attack",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "10425-10434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155348"}

@inproceedings{bb159445,
        AUTHOR = "Li, J. and Ji, R.R. and Chen, P.X. and Zhang, B.C. and Hong, X.P. and Zhang, R.X. and Li, S.X. and Li, J.L. and Huang, F.Y. and Wu, Y.J.",
        TITLE = "Aha! Adaptive History-driven Attack for Decision-based Black-box
Models",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "16148-16157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155349"}

@inproceedings{bb159446,
        AUTHOR = "Zhang, C.N. and Benz, P. and Karjauv, A. and Kweon, I.S.",
        TITLE = "Data-free Universal Adversarial Perturbation and Black-box Attack",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "7848-7857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155350"}

@inproceedings{bb159447,
        AUTHOR = "Liang, S.Y. and Wu, B.Y. and Fan, Y.B. and Wei, X.X. and Cao, X.C.",
        TITLE = "Parallel Rectangle Flip Attack: A Query-based Black-box Attack
against Object Detection",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "7677-7687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155351"}

@inproceedings{bb159448,
        AUTHOR = "Yuan, J. and He, Z.H.",
        TITLE = "Consistency-Sensitivity Guided Ensemble Black-Box Adversarial Attacks
in Low-Dimensional Spaces",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "7758-7766",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155352"}

@inproceedings{bb159449,
        AUTHOR = "Lu, Y.T. and Du, X.Y. and Sun, B.K. and Ren, H.N. and Velipasalar, S.",
        TITLE = "Fabricate-Vanish: An Effective and Transferable Black-Box Adversarial
Attack Incorporating Feature Distortion",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "809-813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155353"}

@inproceedings{bb159450,
        AUTHOR = "Kim, B.C. and Yu, Y.J. and Ro, Y.M.",
        TITLE = "Robust Decision-Based Black-Box Adversarial Attack via Coarse-To-Fine
Random Search",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3048-3052",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155354"}

@inproceedings{bb159451,
        AUTHOR = "Wang, H.P. and Yu, N. and Fritz, M.",
        TITLE = "Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "7868-7877",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155355"}

@inproceedings{bb159452,
        AUTHOR = "Xiao, Y.R. and Wang, C.",
        TITLE = "You See What I Want You to See: Exploring Targeted Black-Box
Transferability Attack for Hash-based Image Retrieval Systems",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "1934-1943",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155356"}

@inproceedings{bb159453,
        AUTHOR = "Li, X.D. and Li, J.F. and Chen, Y.F. and Ye, S. and He, Y. and Wang, S.H. and Su, H. and Xue, H.",
        TITLE = "QAIR: Practical Query-efficient Black-Box Attacks for Image Retrieval",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "3329-3338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155357"}

@inproceedings{bb159454,
        AUTHOR = "Dong, Y.P. and Yang, X. and Deng, Z.J. and Pang, T.Y. and Xiao, Z.H. and Su, H. and Zhu, J.",
        TITLE = "Black-box Detection of Backdoor Attacks with Limited Information and
Data",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "16462-16471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155358"}

@inproceedings{bb159455,
        AUTHOR = "Byun, J. and Go, H. and Kim, C.",
        TITLE = "On the Effectiveness of Small Input Noise for Defending Against
Query-based Black-Box Attacks",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "3819-3828",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155359"}

@inproceedings{bb159456,
        AUTHOR = "Feng, X.J. and Yao, H.X. and Che, W.B. and Zhang, S.P.",
        TITLE = "An Effective Way to Boost Black-box Adversarial Attack",
        BOOKTITLE = MMMod20,
        YEAR = "2020",
        PAGES = "I:393-404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155360"}

@inproceedings{bb159457,
        AUTHOR = "Yang, C.L. and Kortylewski, A. and Xie, C. and Cao, Y.Z. and Yuille, A.L.",
        TITLE = "Patchattack: A Black-box Texture-based Attack with Reinforcement
Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVI:681-698",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155361"}

@inproceedings{bb159458,
        AUTHOR = "Andriushchenko, M. and Croce, F. and Flammarion, N. and Hein, M.",
        TITLE = "Square Attack: A Query-efficient Black-box Adversarial Attack via
Random Search",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIII:484-501",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155362"}

@inproceedings{bb159459,
        AUTHOR = "Li, J. and Ji, R. and Liu, H. and Liu, J. and Zhong, B. and Deng, C. and Tian, Q.",
        TITLE = "Projection Probability-Driven Black-Box Attack",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "359-368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155363"}

@inproceedings{bb159460,
        AUTHOR = "Li, H. and Xu, X. and Zhang, X. and Yang, S. and Li, B.",
        TITLE = "QEBA: Query-Efficient Boundary-Based Blackbox Attack",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1218-1227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155364"}

@inproceedings{bb159461,
        AUTHOR = "Rahmati, A. and Moosavi Dezfooli, S.M. and Frossard, P. and Dai, H.",
        TITLE = "GeoDA: A Geometric Framework for Black-Box Adversarial Attacks",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8443-8452",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155365"}

@inproceedings{bb159462,
        AUTHOR = "Brunner, T. and Diehl, F. and Le, M.T. and Knoll, A.",
        TITLE = "Guessing Smart:
Biased Sampling for Efficient Black-Box Adversarial Attacks",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4957-4965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155366"}

@inproceedings{bb159463,
        AUTHOR = "Liu, Y.J. and Moosavi Dezfooli, S.M. and Frossard, P.",
        TITLE = "A Geometry-Inspired Decision-Based Attack",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4889-4897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155367"}

@inproceedings{bb159464,
        AUTHOR = "Huang, Q. and Katsman, I. and Gu, Z. and He, H. and Belongie, S. and Lim, S.",
        TITLE = "Enhancing Adversarial Example Transferability With an Intermediate
Level Attack",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4732-4741",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155368"}

@inproceedings{bb159465,
        AUTHOR = "Shi, Y.C. and Wang, S. and Han, Y.H.",
        TITLE = "Curls and Whey: Boosting Black-Box Adversarial Attacks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6512-6520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155369"}

@inproceedings{bb159466,
        AUTHOR = "Zhao, P. and Liu, S. and Chen, P. and Hoang, N. and Xu, K. and Kailkhura, B. and Lin, X.",
        TITLE = "On the Design of Black-Box Adversarial Examples by Leveraging
Gradient-Free Optimization and Operator Splitting Method",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "121-130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155370"}

@inproceedings{bb159467,
        AUTHOR = "Wang, S. and Shi, Y. and Han, Y.",
        TITLE = "Universal Perturbation Generation for Black-box Attack Using
Evolutionary Algorithms",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1277-1282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155371"}

@inproceedings{bb159468,
        AUTHOR = "Narodytska, N. and Kasiviswanathan, S.",
        TITLE = "Simple Black-Box Adversarial Attacks on Deep Neural Networks",
        BOOKTITLE = PRIV17,
        YEAR = "2017",
        PAGES = "1310-1318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654bbox6.html#TT155372"}

@article{bb159469,
        AUTHOR = "Borji, A.",
        TITLE = "Pros and cons of GAN evaluation measures",
        JOURNAL = CVIU,
        VOLUME = "179",
        YEAR = "2019",
        PAGES = "41-65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155373"}

@article{bb159470,
        AUTHOR = "Peng, Y. and Zhao, W.T. and Cai, W. and Su, J.S. and Han, B. and Liu, Q.A.",
        TITLE = "Evaluating Deep Learning for Image Classification in Adversarial
Environment",
        JOURNAL = IEICE,
        VOLUME = "E103-D",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "825-837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155374"}

@article{bb159471,
        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/pattern654ganatsu7.html#TT155375"}

@article{bb159472,
        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/pattern654ganatsu7.html#TT155376"}

@article{bb159473,
        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/pattern654ganatsu7.html#TT155377"}

@article{bb159474,
        AUTHOR = "Liu, M.Y. and Huang, X. and Yu, J.H. and Wang, T.C. and Mallya, A.",
        TITLE = "Generative Adversarial Networks for Image and Video Synthesis:
Algorithms and Applications",
        JOURNAL = PIEEE,
        VOLUME = "109",
        YEAR = "2021",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "839-862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155378"}

@article{bb159475,
        AUTHOR = "Qian, Z. and Huang, K. and Wang, Q.F. and Zhang, X.Y.",
        TITLE = "A survey of robust adversarial training in pattern recognition:
Fundamental, theory, and methodologies",
        JOURNAL = PR,
        VOLUME = "131",
        YEAR = "2022",
        PAGES = "108889",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155379"}

@article{bb159476,
        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/pattern654ganatsu7.html#TT155380"}

@article{bb159477,
        AUTHOR = "Buzuti, L.F. and Thomaz, C.E.",
        TITLE = "Fréchet AutoEncoder Distance: A new approach for evaluation of
Generative Adversarial Networks",
        JOURNAL = CVIU,
        VOLUME = "235",
        YEAR = "2023",
        PAGES = "103768",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155381"}

@article{bb159478,
        AUTHOR = "Aldausari, N. and Sowmya, A. and Marcus, N. and Mohammadi, G.",
        TITLE = "Video Generative Adversarial Networks: A Review",
        JOURNAL = Surveys,
        VOLUME = "55",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155382"}

@article{bb159479,
        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/pattern654ganatsu7.html#TT155383"}

@article{bb159480,
        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/pattern654ganatsu7.html#TT155384"}

@article{bb159481,
        AUTHOR = "Xia, W.H. and Xue, J.H.",
        TITLE = "A Survey on Deep Generative 3D-Aware Image Synthesis",
        JOURNAL = Surveys,
        VOLUME = "56",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "November",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155385"}

@article{bb159482,
        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/pattern654ganatsu7.html#TT155386"}

@article{bb159483,
        AUTHOR = "Yu, Y.R. and Gao, X.T. 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/pattern654ganatsu7.html#TT155387"}

@article{bb159484,
        AUTHOR = "Li, Y.J. and Xie, B. and Guo, S.T. and Yang, Y.Y. and Xiao, B.",
        TITLE = "A Survey of Robustness and Safety of 2D and 3D Deep Learning Models
against Adversarial Attacks",
        JOURNAL = Surveys,
        VOLUME = "56",
        YEAR = "2024",
        NUMBER = "6",
        MONTH = "January",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155388"}

@article{bb159485,
        AUTHOR = "Dong, J.H. and Chen, J.X. and Xie, X.H. and Lai, J.H. and Chen, H.",
        TITLE = "Survey on Adversarial Attack and Defense for Medical Image Analysis:
Methods and Challenges",
        JOURNAL = Surveys,
        VOLUME = "57",
        YEAR = "2024",
        NUMBER = "3",
        MONTH = "November",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155389"}

@article{bb159486,
        AUTHOR = "Mahima, K.T.Y. and Perera, A.G. and Anavatti, S. and Garratt, M.",
        TITLE = "Toward Robust 3D Perception for Autonomous Vehicles:
A Review of Adversarial Attacks and Countermeasures",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "19176-19202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155390"}

@article{bb159487,
        AUTHOR = "Wei, H. and Tang, H. and Jia, X.M. and Wang, Z.X. and Yu, H. and Li, Z. and Satoh, S. and Van Gool, L.J. and Wang, Z.",
        TITLE = "Physical Adversarial Attack Meets Computer Vision: A Decade Survey",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9797-9817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155391"}

@article{bb159488,
        AUTHOR = "Deshpande, R. and Anastasio, M.A. and Brooks, F.J.",
        TITLE = "A method for evaluating deep generative models of images for
hallucinations in high-order spatial context",
        JOURNAL = PRL,
        VOLUME = "186",
        YEAR = "2024",
        PAGES = "23-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155392"}

@article{bb159489,
        AUTHOR = "Yang, M.P. and Wang, Z.",
        TITLE = "Image Synthesis Under Limited Data: A Survey and Taxonomy",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "Psges 3689-3726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155393"}

@inproceedings{bb159490,
        AUTHOR = "Wang, J.B. and Zheng, H. and Yamasaki, T.",
        TITLE = "Reference-based GAN Evaluation by Adaptive Inversion",
        BOOKTITLE = GDUG24,
        YEAR = "2024",
        PAGES = "910-918",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155394"}

@inproceedings{bb159491,
        AUTHOR = "Zhao, G.N. and Magoulianitis, V. and You, S. and Kuo, C.C.J.",
        TITLE = "A Lightweight Generalizable Evaluation and Enhancement Framework for
Generative Models and Generated Samples",
        BOOKTITLE = VAQuality24,
        YEAR = "2024",
        PAGES = "450-459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155395"}

@inproceedings{bb159492,
        AUTHOR = "Luzi, L. and Marrero, C.O. and Wynar, N. and Baraniuk, R.G. and Henry, M.J.",
        TITLE = "Evaluating generative networks using Gaussian mixtures of image
features",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "279-288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155396"}

@inproceedings{bb159493,
        AUTHOR = "Lee, J. and Lee, J.S.",
        TITLE = "TREND: Truncated Generalized Normal Density Estimation of Inception
Embeddings for GAN Evaluation",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIII:87-103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155397"}

@inproceedings{bb159494,
        AUTHOR = "Parmar, G. and Zhang, R. and Zhu, J.Y.",
        TITLE = "On Aliased Resizing and Surprising Subtleties in GAN Evaluation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "11400-11410",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155398"}

@inproceedings{bb159495,
        AUTHOR = "Liu, Y. and Cheng, Y. and Gao, L.L. and Liu, X.L. and Zhang, Q.L. and Song, J.K.",
        TITLE = "Practical Evaluation of Adversarial Robustness via Adaptive Auto
Attack",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "15084-15093",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155399"}

@inproceedings{bb159496,
        AUTHOR = "Sircelj, J. and Skocaj, D.",
        TITLE = "Accuracy-Perturbation Curves for Evaluation of Adversarial Attack and
Defence Methods",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6290-6297",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155400"}

@inproceedings{bb159497,
        AUTHOR = "Wang, J.Y. and Li, Y. and Yang, H.T. and Zheng, F.J. and Gao, Y.G. and Li, G.Y.",
        TITLE = "GAN Evaluation Method Based on Remote Sensing Image Information",
        BOOKTITLE = ICIVC21,
        YEAR = "2021",
        PAGES = "295-300",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155401"}

@inproceedings{bb159498,
        AUTHOR = "Torfi, A. and Beyki, M. and Fox, E.A.",
        TITLE = "On the Evaluation of Generative Adversarial Networks By
Discriminative Models",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "991-998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654ganatsu7.html#TT155402"}

@article{bb159499,
        AUTHOR = "Kamyshanska, H. and Memisevic, R.",
        TITLE = "The Potential Energy of an Autoencoder",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1261-1273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT155403"}