model inversion attack

Leveraging Sparsity for Privacy in Collaborative Inference WACV 2026 A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks AAAI 2025 ConcreTizer: Model Inversion Attack via Occupancy Classification and Dispersion Control for 3D Point Cloud Restoration ICLR 2025 From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning CVPR 2025 MEDUSA: Medical Data Under Shadow Attacks via Hybrid Model Inversion AISTATS 2025 RepObE: Representation Learning-Enhanced Obfuscation Encryption Modular Semantic Task Framework IJCAI 2025 Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks ICLR 2025 Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems CVPR 2025 Be Careful What You Smooth For: Label Smoothing Can Be a Privacy Shield but Also a Catalyst for Model Inversion Attacks ICLR 2024 Concealing Sensitive Samples against Gradient Leakage in Federated Learning AAAI 2024 FedInverse: Evaluating Privacy Leakage in Federated Learning ICLR 2024 Improving Robustness to Model Inversion Attacks via Sparse Coding Architectures ECCV 2024 Model Inversion Robustness: Can Transfer Learning Help? CVPR 2024 On the Vulnerability of Skip Connections to Model Inversion Attacks ECCV 2024 PATROL: Privacy-Oriented Pruning for Collaborative Inference Against Model Inversion Attacks WACV 2024 Pseudo-Private Data Guided Model Inversion Attacks NeurIPS 2024 Revamping Federated Learning Security from a Defender's Perspective: A Unified Defense with Homomorphic Encrypted Data Space CVPR 2024 Trap-MID: Trapdoor-based Defense against Model Inversion Attacks NeurIPS 2024 GAN-Based Domain Inference Attack AAAI 2023 Label-Only Model Inversion Attacks via Knowledge Transfer NeurIPS 2023 Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network AAAI 2023 Purifier: Defending Data Inference Attacks via Transforming Confidence Scores AAAI 2023 Reinforcement Learning-Based Black-Box Model Inversion Attacks CVPR 2023 Canary Extraction in Natural Language Understanding Models ACL 2022 Label-Only Model Inversion Attacks via Boundary Repulsion CVPR 2022