Generative Adversarial Networks: A Survey Toward Private and Secure Applications

Cai, Zhipeng, Xiong, Zuobin, Xu, Honghui, Wang, Peng, Li, Wei, Pan, Yi·2022·ACM Computing Surveys

Cited by (376)

Items 101–200 of 376

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    Mingfeng Su, Guojun Wang, Kim‐Kwang Raymond Choo · 2022 · Wireless Communications and Mobile Computing
  2. The Advance of Generative Model and Variational Autoencoder
    Zhenhua Ren · 2022 · IEEE Conference on Telecommunications, Optics and Computer Science (TOCS)
  3. Generative Adversarial Networks
    A. Manikandan, T. Sanjay · 2023 · Advances in systems analysis, software engineering, and high performance computing book series
  4. Overview of Generative AI Techniques for Cybersecurity
    Siva Raja Sindiramutty, Krishna Raj V. Prabagaran, Rehan Akbar, Manzoor Hussain, Nazir Ahmed Malik · 2024 · Advances in information security, privacy, and ethics book series
  5. A Real-Time Route Prediction-Based Multiobjective Task Allocation for Opportunistic Mobile Crowdsensing
    Y.Y. Li, Yingjie Wang, Peng Wang, Weilong Wang, Xiangrong Tong · 2025 · IEEE Transactions on Computational Social Systems
  6. BFR‐SE: A Blockchain‐Based Fair and Reliable Searchable Encryption Scheme for IoT with Fine‐Grained Access Control in Cloud Environment
    Hongmin Gao, Shoushan Luo, Zhaofeng Ma, Xiaodan Yan, Yanping Xu · 2021 · Wireless Communications and Mobile Computing
  7. Model interpretability on private-safe oriented student dropout prediction
    Helai Liu, Mao Mao, Xia Li, Gao Jia · 2025 · PLoS ONE
  8. Compression and Encryption of Heterogeneous Signals for Internet of Medical Things
    Peng He, Shaoming Meng, Yaping Cui, Dapeng Wu, Ruyan Wang · 2023 · IEEE Journal of Biomedical and Health Informatics
  9. Harnessing Generative AI for Enhanced Web Application Security
    Muhammad Usman Tariq · 2024 · Advances in web technologies and engineering book series
  10. AWE-DPFL: Adaptive weighting and dynamic privacy budget federated learning for heterogeneous data in IoT
    Guiping Zheng, Bei Gong, Chong Guo, Tianqi Peng, Mowei Gong · 2025 · Computers & Electrical Engineering
  11. Survey on Latest Advances in Natural Language Processing Applications of Generative Adversarial Networks
    Canan Koç, Fatih Özyurt, László Barna Iantovics · 2025 · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery
  12. Generative Adversarial Networks: Overview
    Shivani Pachika, A. Brahmananda Reddy, Bhavishya Pachika, Karnam Akhil · 2024 · Lecture notes in networks and systems
  13. Revolutionizing Healthcare with Generative Artificial Intelligence Technologies
    Fatemeh Rashidieranjbar, Amirfarhad Farhadi, Azadeh Zamanifar · 2025 · Information systems engineering and management
  14. Adversarial Representation Teaching with Perturbation-Agnostic Student-Teacher Structure for Semi-Supervised Learning
    Jae Hyeon Park, Ju Hyun Kim, Ba Hung Ngo, Jung Eun Kwon, Sung In Cho · 2022 · Applied Intelligence
  15. What can Discriminator do? Towards Box-free Ownership Verification of Generative Adversarial Networks
    Ziheng Huang, Boheng Li, Yan Cai, Run Wang, Shangwei Guo, Liming Fang, Jing Chen, Lina Wang · 2023 · IEEE/CVF International Conference on Computer Vision (ICCV)
  16. Mobile crowdsourcing based on 5G and 6G: A survey
    Yingjie Wang, Yingxin Li, Weilong Wang, Peiyong Duan, Akshita Maradapu Vera Venkata Sai, Zhipeng Cai · 2024 · Neurocomputing
  17. Deep learning for recognition and detection of plant diseases and pests
    Xiang Yue, Kai Qi, Xinyi Na, Yanhua Liu, Fuhao Yang, Wei Wang · 2025 · Neural Computing and Applications
  18. A comprehensive survey on large language models for multimedia data security: challenges and solutions
    Ankit Kumar, Mikail Mohammed Salim, David Camacho, Jong Hyuk Park · 2025 · Computer Networks
  19. Adversarial regularized diffusion model for fair recommendations
    Ran Yang, Yihao Zhang, Kaibei Li, Qinyang He, Xiaokang Li, Wei Guo Zhou · 2025 · Neural Networks
  20. Top-k Socially Constrained Spatial Keyword Search in Large SIoT Networks
    Jinbao Wang, Zuobin Xiong, Qilong Han, Xixian Han, Donghua Yang · 2021 · IEEE Internet of Things Journal
  21. Integrating ETL Workflows with LLM-Augmented Data Mapping for Automated Business Intelligence Systems
    Linda Aluso, Joy Onma Enyejo · 2023 · International Journal of Scientific Research and Modern Technology.
  22. A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images
    Rocco Sedona, Claudia Paris, Gabriele Cavallaro, Lorenzo Bruzzone, Morris Riedel · 2021 · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  23. New Crowd Sensing Computing in Space-Air-Ground Integrated Networks
    Yingjie Wang, Mingze Wang, Lingkang Meng, Qi Zhang, Xiangrong Tong, Zhipeng Cai · 2021 · International Conference on Space-Air-Ground Computing (SAGC)
  24. Adversarial attacks against dynamic graph neural networks via node injection
    Yanan Jiang, Hui Xia · 2023 · High-Confidence Computing
  25. Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising
    Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang · 2023 · IEEE Transactions on Visualization and Computer Graphics
  26. Generative Adversarial Networks in Anomaly Detection and Malware Detection: A Comprehensive Survey
    Bishal Kc, Shushant Sapkota, Ashish Adhikari · 2024 · Advances in Artificial Intelligence Research
  27. A Scalable Blockchain‐Based Integrity Verification Scheme
    Zequan Zhou, Xiling Luo, Yi Bai, Xiaochao Wang, Feng Liu, Gang Liu, Yifu Xu · 2022 · Wireless Communications and Mobile Computing
  28. DisguisOR: holistic face anonymization for the operating room
    Lennart Bastian, Tony Danjun Wang, Tobias Czempiel, Benjamin Busam, Nassir Navab · 2023 · International Journal of Computer Assisted Radiology and Surgery
  29. Fault Diagnosis in Wind Turbines Based on Weighted Joint Domain Adversarial Network Under Various Working Conditions
    Huaiyuan Qi, Yinghua Han, Siwei Tuo, Qiang Zhao · 2023 · IEEE Sensors Journal
  30. Evading Forensic Classifiers with Attribute-Conditioned Adversarial Faces
    Fahad Shamshad, Koushik Srivatsan, Karthik Nandakumar · 2023 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  31. LDP-Feat: Image Features with Local Differential Privacy
    Francesco Pittaluga, Bingbing Zhuang · 2023 · IEEE/CVF International Conference on Computer Vision (ICCV)
  32. Deepfake Videos and DDoS Attacks (Deliberate Denial of Satire) [Editorial]
    Jeremy V. Pitt · 2019 · IEEE Technology and Society Magazine
  33. f-AnoGAN for Unsupervised Attack Detection in SDN Environment
    Vitor Gabriel da Silva Ruffo, Luiz F. Carvalho, Jaime Lloret, Mário Lemes Proença · 2025 · IEEE Transactions on Network Science and Engineering
  34. Knowledge-Based Scene Graph Generation with Visual Contextual Dependency
    Lizong Zhang, Haojun Yin, Bei Hui, Sijuan Liu, Wei Zhang · 2022 · Mathematics
  35. RETRACTED ARTICLE: Robust adversarial uncertainty quantification for deep learning fine-tuning
    Usman Ahmed, Jerry Chun‐Wei Lin · 2023 · The Journal of Supercomputing · Retracted
  36. Online computation offloading for deadline-aware tasks in edge computing
    Xin He, Jiaqi Zheng, Qiang He, Haipeng Dai, Bowen Liu, Wanchun Dou, Guihai Chen · 2022 · Wireless Networks
  37. A Data‐Secured Intelligent IoT System for Agricultural Environment Monitoring
    Qing Zhou, Minghua Xiao, Lei Lu, Jun Zeng, Wenting He, Chao Li, Yulun Shi · 2022 · Wireless Communications and Mobile Computing
  38. Examining the applicability of the Protection of Personal Information Act in AI-driven environments
    Vicent Mbonye, Marlini Moodley, Farai Donald Nyika · 2024 · South African journal of information management
  39. A novel product shape innovation design method based on Kansei Engineering and GAN model with limited sample data
    Yuan Bing, Liya Yu, Shaobo Li, Young-sik Cho, Chuanjiang Li · 2025 · Journal of Engineering Design
  40. Implementing Generative Artificial Intelligence in Precision Oncology: Safety, Governance, and Significance
    Hamamoto, Ryuji, Koyama, Takafumi, Takahashi, Satoshi, Yasuda, Tomohiro, Kobayashi, Kazuma, Akagi, Yu, Kouno, Nobuji, Sudo, Kazuki, Hirata, Makoto, Sunami, Kuniko et al. · 2026 · Journal of Hematology & Oncology
  41. [Retracted] Study of Digital Painting Media Art Based on Wireless Network
    Mengxue Zhong · 2021 · Wireless Communications and Mobile Computing · Retracted
  42. Deep Learning Assist IoT Search Engine for Disaster Damage Assessment
    Hengshuo Liang, Lauren Burgess, Weixian Liao, Erik Blasch, Wei Yu · 2022 · Cyber-Physical Systems
  43. Hierarchical Knowledge-Based Graph Embedding Model for Image–Text Matching in IoTs
    Lizong Zhang, Meng Li, Ke Yan, Ruozhou Wang, Bei Hui · 2021 · IEEE Internet of Things Journal
  44. A Federated Recommendation System Based on Local Differential Privacy Clustering
    Weiqing Li, Hongyu Chen, Ruifeng Zhao, Chunqiang Hu · 2021 · IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)
  45. Game Theoretical Adversarial Deep Learning
    Aneesh Sreevallabh Chivukula, Xinghao Yang, Bo Liu, Wei Liu, Wanlei Zhou · 2022 · Springer eBooks
  46. WAFL-GAN: Wireless Ad Hoc Federated Learning for Distributed Generative Adversarial Networks
    Eisuke Tomiyama, Hiroshi Esaki, Hideya Ochiai · 2023 · International Conference on Knowledge and Smart Technology
  47. Non-Guided Depth Completion with Adversarial Networks
    Yuki Tsuji, Hiroyuki Chishiro, Shinpei Kato · 2018 · IEEE International Conference on Intelligent Transportation Systems (ITSC)
  48. A survey on modeling for behaviors of complex intelligent systems based on generative adversarial networks
    Yali Lv, Jingpu Duan, Xiong Li · 2024 · Computer Science Review
  49. A Survey of Machine Unlearning in Generative AI Models: Methods, Applications, Security, and Challenges
    An Huang, Zhipeng Cai, Zuobin Xiong · 2025 · IEEE Internet of Things Journal
  50. Bifurcated adversarial networks for intersectional fairness in graph neural network recommendations
    Ran Yang, Yihao Zhang, Kaibei Li, Qinyang He, Xiaokang Li, Wei Zhou · 2026 · Engineering Applications of Artificial Intelligence
  51. Preserving Missing Data Distribution in Synthetic Data
    Xinyue Wang, Hafiz Salman Asif, Jaideep S. Vaidya · 2023 · International World Wide Web Conference (WWW)
  52. AInvR: Adaptive Learning Rewards for Knowledge Graph Reasoning Using Agent Trajectories
    Hao Zhang, Guoming Lu, Ke Qin, Kai Du · 2023 · Tsinghua Science & Technology
  53. A new hierarchical algorithm based on CapsGAN for imbalanced image classification
    Hamed Jabbari, Nooshin Bigdeli · 2023 · IET Image Processing
  54. Lightweight Super-Resolution Model for Complete Model Copyright Protection
    Bingyi Xie, Honghui Xu, YongJoon Joe, Daehee Seo, Zhipeng Cai · 2023 · Tsinghua Science & Technology
  55. Privacy Re‐Identification Attacks on Tabular GANs
    Abdallah Alshantti, Adil Rasheed, Frank Westad · 2024 · Security and Privacy
  56. Investigation and Analysis of Translation Ability Research on the Psychological Obstacles of College Students in English Learning under the Background of Wireless Network Communication
    Zhang Dong-mei · 2021 · Wireless Communications and Mobile Computing · Retracted
  57. [Retracted] Study on DTN Routing Protocol of Vehicle Ad Hoc Network Based on Machine Learning
    Hua Liang, Yanhong Shang, Sha Wang · 2021 · Wireless Communications and Mobile Computing · Retracted
  58. Speech Enhancement Generative Adversarial Network Architecture with Gated Linear Units and Dual-Path Transformers
    Dehui Zhang, Anming Dong, Jiguo Yu, Yi Cao, Chuanting Zhang, You Fu Zhou · 2022 · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics
  59. Knowledge-based recommendation with contrastive learning
    Yang Ming He, Xu Zheng, Rui Xu, Ling Tian · 2023 · High-Confidence Computing
  60. From passive prevention to proactive intervention: An AI-assisted integrated governance system for algal bloom monitoring and control
    Minjuan Lin, Yihao Xu, Jia Peng, Yaoyang Chen, Yulong Zhu, Xuanye Fu, Yi Nian Zhu, Ling Lin · 2025 · Environmental Research
  61. Multichannel One-Dimensional Data Augmentation with Generative Adversarial Network
    David Ishak Kosasih, Byung-Gook Lee, Hyotaek Lim · 2023 · Sensors
  62. VeriBypasser: An automatic image verification code recognition system based on CNN
    Weihang Ding, Yuxin Luo, Yifeng Lin, Yuer Yang, Siwei Lian · 2023 · Computer Communications
  63. Quantifying the impact of adversarial attacks on information hiding security with steganography
    Mohammad Ubaidullah Bokhari, Gulfam, Basil Hanafi · 2024 · International Journal of Information Technology
  64. Closed-Box Adversarial Attack Method for Object Detection Under Multiview Conditions
    Yun Zhang, Zhenhua Yu, Zheng Yin, Ou Ye, Xuya Cong, Houbing Herbert Song · 2025 · IEEE Internet of Things Journal
  65. Face De-Identification: State-of-the-Art Methods and Comparative Studies
    Jingyi Cao, Bo Liu, Xiangyi Chen, Ming Ding, Rong Xie, Li Song, Zhu Li B, Wenjun Zhang, Yiyan Wu · 2025 · IEEE Transactions on Broadcasting
  66. A Task Recommendation Model in Mobile Crowdsourcing
    Yinglei Ji, Chunxiao Mu, Xiuqin Qiu, Yibao Chen · 2022 · Wireless Communications and Mobile Computing
  67. Phishing Frauds Detection Based on Graph Neural Network on Ethereum
    Xincheng Duan, Biwei Yan, Anming Dong, Li Zhang, Jiguo Yu · 2022 · Lecture notes in computer science
  68. Generating Synthetic Vehicle Data Using Decentralized Generative Adversarial Networks
    B. Chandra Shaker, Gastone Pietro Rosati Papini, Matteo Saveriano, Kuo-Yun Liang · 2024 · IEEE Access
  69. Core-GAE: Toward Generation of IoT Networks
    Qi Luo, Dongxiao Yu, Yanwei Zheng, Hao Sheng, Xiuzhen Cheng · 2021 · IEEE Internet of Things Journal
  70. DAG Scheduling with Communication Delays Based on Graph Convolutional Neural Network
    Zhijun Zhang, Qiang-Sheng Hua, Xiaohui Zhang, Hai Jin, Xiaofei Liao · 2022 · Wireless Communications and Mobile Computing
  71. COVID-19 Chest X-Ray Classification with Augmented GAN
    Md. Appel Mahmud Pranto, Nafiz Al Asad, Md Istakiak Adnan Palash, A. K. M. Mohaiminul Islam, M. Shamim Kaiser · 2022 · Lecture notes in networks and systems
  72. Dynamic differential privacy technique for deep learning models
    Emad Elabd · 2025 · Scientific Reports
  73. A context-aware multi-modal generative adversarial network for real-time anomaly detection in video surveillance
    Pravinth Raja, Boregowda Dhanalakshmi, Rajan T, Vinayakumar Ravi, Norah Saleh Alghamdi · 2025 · Peer-to-Peer Networking and Applications
  74. User re-identification via human mobility trajectories with siamese transformer networks
    Bin Wang, Mingming Zhang, Peng Ding, Tao Yang, Yaohui Jin, Yanyan Xu · 2023 · Applied Intelligence
  75. Audio Deepfake Detection and Classification
    B. Sarada, TVS. Laxmi Sudha, Meghana Domakonda, B. Vasantha · 2024 · Asia Pacific Conference on Innovation in Technology (APCIT)
  76. On the local convergence of ADAM-DPGAN with simultaneous and alternating gradient decent training methods
    Maryam Azadmanesh, Behrouz Shahgholi Ghahfarokhi, Maede Ashouri Talouki · 2024 · Expert Systems with Applications
  77. Comparison study of dominant molecular sequence representation based on diffusion model
    Yongrui Cui, Dongjing Shan, Q. W. Lu, Beijia Zou, Huali Zhang, Jin Li, Jiashun Mao · 2025 · Journal of Computer-Aided Molecular Design
  78. Unsupervised model-driven neural network based image denoising for transmission line monitoring
    Nan Yao, Zhen Wang, Jun Zhang, Xueqiong Zhu, Hai Xue · 2023 · Optoelectronics Letters
  79. A Novel Data Obfuscation Framework Integrating Probability Density and Information Entropy for Privacy Preservation
    Haolan Cheng, Chenyi Qiang, Lin Cong, Jingze Xiao, Shiya Liu, Xingyu Zhou, Huijun Wang, Mingzhuo Ruan, Chunli Lv · 2025 · Applied Sciences
  80. RPA and Artificial Intelligence in Budget Management Based on Multiperspective Recognition Based on Network Communication Integration
    Haiying Luo, Haichang Luo · 2021 · Wireless Communications and Mobile Computing
  81. Fortifying vision models: A comprehensive survey of defences against adversarial examples
    Siddheshwar Kumar, Shashank Srivastava, Shashwati Banerjea · 2025 · Applied Soft Computing
  82. Strain localization in rock: From multi-scale measurement to AI-driven prediction
    Shijiao Yang, Qing Du, Jianchang Yan, Wenhua Liu, Jiancheng Huang, Danli Li · 2026 · Engineering Geology
  83. Quantifying the Effect of Quarantine Control and Optimizing Its Cost in COVID-19 Pandemic
    Zaobo He, Zhipeng Cai · 2022 · IEEE Transactions on Computational Biology and Bioinformatics
  84. Two-Stage Incentive Mechanism Based on a Cooperative Mode: A Stackelberg Game Approach
    Long Wang, Yingjie Wang, Haojun Teng, Xiuzhen Jiao, Meimei Sun, Jishen Yang, Zhipeng Cai · 2025 · IEEE Internet of Things Journal
  85. Bi-GAN-LDA for cybersecurity: a hybrid deep learning framework for advanced network anomaly detection
    Purushottam Singh, Prashant Pranav, Sandip Dutta · 2025 · Engineering Research Express
  86. Digital shielding for cross-domain Wi-Fi signal adaptation using Relativistic average Generative Adversarial Network
    Danilo Avola, Federica Bruni, Gian Luca Foresti, Daniele Pannone, Amedeo Ranaldi · 2025 · Integrated Computer-Aided Engineering
  87. Applying Machine Learning to Chemical Industry: A Self-Adaptive GA-BP Neural Network-Based Predictor of Gasoline Octane Number
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  88. Analysis of Generative Deep Learning Models and Features of Their Implementation on the Example of WGAN
    Ya.O. Isaienkov, O.B. Mokin · 2022 · Visnyk of Vinnytsia Politechnical Institute
  89. Fed-DNN-Debugger: Automatically Debugging Deep Neural Network Models in Federated Learning
    Shaoming Duan, Chuanyi Liu, Peiyi Han, Xiaopeng Jin, Xinyi Zhang, Xiayu Xiang, Hezhong Pan · 2023 · Security and Communication Networks
  90. On the Application of Artificial Intelligence in Local Legislation
    Ke Wang · 2023 · Applied Mathematics and Nonlinear Sciences
  91. SOC Estimation of Li-ion Battery using on Variational Mode Decomposition and Transformer-Generative Adversarial Network
    Chen Wang, Shangbin Jiao, Pengyue Wu, Shuichao Kou, Xiaohui Wang · 2023 · E3S Web of Conferences
  92. VAEFL: Integrating variational autoencoders for privacy preservation and performance retention in federated learning
    Zhixin Li, Yicun Liu, Jiale Li, Guangnan Ye, Hongfeng Chai, Zhihui Lu, Jie Wu · 2024 · Security and Safety
  93. DSU-GAN: A robust frontal face recognition approach based on generative adversarial network
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  94. Global reform population health management as stewarded by Higher Expert Medical Science Safety (HEMSS)
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  95. Covariate-Shift Generative Adversarial Network and Railway Track Image Analysis
    Ibrahim Balogun, Nii Attoh-Okine · 2022 · Journal of Transportation Engineering Part A Systems
  96. VecSeeds: Generate fuzzing testcases from latent vectors based on VAE-GAN
    Xin Sun, Wen Wang, Xujian Liu, Jiarong Fan, Zeru Li, Yubo Song, Zhongyuan Qin · 2022 · IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)
  97. Application of Multimedia Data Feature Extraction Technology in Teaching Classical Oil Painting
    Zhuo Chen, Jianmiao Li · 2023 · International Journal of Web-Based Learning and Teaching Technologies
  98. Automated Classical Cipher Emulation Attacks via Unified Unsupervised Generative Adversarial Networks
    Seonghwan Park, Hyunil Kim, Inkyu Moon · 2023 · Cryptography
  99. A generative adversarial network ‐based client‐level handwriting forgery attack in federated learning scenario
    Lei Shi, Han Wu, Xu Ding, Hao Xu, Sinan Pan · 2024 · Expert Systems
  100. Content Generation Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges
    Yuan Zhang, Xinfeng Zhang, Xiaoming Qi, Xinyu Wu, Feng Chen, Guanyu Yang, Huazhu Fu · 2025 · IEEE Reviews in Biomedical Engineering