Generative Adversarial Networks: A Survey Toward Private and Secure Applications

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16. Discrimination of small sample tea varieties based on convolutional neural network and deep convolutional generative adversarial network enhanced near-infrared diffuse reflectance spectral dataset
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23. GANsight Innovations: Generative Adversarial Networks for Innovative Medical Imaging
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37. Efficient and Secure GANs: A Survey on Privacy-Preserving and Resource-Aware Models
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42. Task Allocation Optimization Mechanism Based on Voronoi Diagram in Edge-Cloud Networks
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43. Exploiting Parasitic Dependency for Free-Rider Elimination in Blockchain-Based Federated Learning
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44. Metaverse Virtual Scene Generation Algorithm Based on Deep Learning
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45. Graph Feature Learning-Based Virtual Sample Generation and Sample-weighted Soft Sensor Method
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46. Synthetic Educational Data via Generative AI: A Novel Framework for Predicting Student Project Performance
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47. Assessing the Effectiveness of Singling-Out Attacks on Synthetic Data: Is the Current GDPR Guidance Adequate?
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48. A generative AI-driven cybersecurity framework for small and medium enterprises software development: an ANN-ISM approach
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49. The Creation of Digital Deception: An Examination of the Development of Deep fakes
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50. Research on electromagnetic compatibility analysis of automation equipment based on generative adversarial networks and pulse sparse convolution
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51. A Collaborative Task Scheduling Method for Heterogeneous LEO Satellite Networks Based on Mixed-strategy Game
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52. Face off: A survey on multimodal fusion for secure and realistic facial de-identification
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53. Fairness Under Noise: How Differential Privacy Affects Bias in GANs-Generated Data
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54. Assessment of differentially private fine-tuning of large language models for synthetic clinical note generation
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59. A Novel Emotion-Aware Generative Adversarial Network for Fine-Grained and Controllable Speech Synthesis
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63. Case Studies and Real-World Application of Generative AI
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64. MoE-T: Dependency Graph-Gated Mixture of Experts for Tabular Generation with Functional Dependency
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65. ANeRF: Adversarial neural radiance fields for efficient 3D-aware synthesis
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66. Effectiveness of Differential Privacy and L2 Regularisation Against Membership Inference Attacks in Deep Learning
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67. AI-Driven Design Platforms of Next-Generation Antibody Therapeutics
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68. Exploring the Automated Process of Visual Creative Design Assisted by Generative Adversarial Networks (GANs)
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69. DP-DCGAN: Differential Privacy-Deep Convolutional Generative Adversarial Networks with Adaptive Gradient Perturbation
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70. Backdoor-Based Watermarking in Multi-Client Split Learning
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72. Generative Adversarial Networks for Anomaly and Malware Detection
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73. Emergent Capabilities in Diffusion Models Driven by Mobile Crowd Sensing
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