conftrace_

model inversion attack

33 papers

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Also known as

MI ATTACK MIA

Co-occurring keywords

generative adversarial network (1944) privacy attack (119) privacy preservation (380) privacy-preserving machine learning (100) adversarial defense (325) deep neural network (1803) generative model (2892) federated learning (1333) privacy leakage (105) model inversion (31)

Papers

Leveraging Sparsity for Privacy in Collaborative Inference WACV 2026
RepObE: Representation Learning-Enhanced Obfuscation Encryption Modular Semantic Task Framework IJCAI 2025
Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems CVPR 2025
From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning CVPR 2025
A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks AAAI 2025
Trap-MID: Trapdoor-based Defense against Model Inversion Attacks NIPS 2024
Concealing Sensitive Samples against Gradient Leakage in Federated Learning AAAI 2024
Revamping Federated Learning Security from a Defender's Perspective: A Unified Defense with Homomorphic Encrypted Data Space CVPR 2024
Model Inversion Robustness: Can Transfer Learning Help? CVPR 2024
Pseudo-Private Data Guided Model Inversion Attacks NIPS 2024
PATROL: Privacy-Oriented Pruning for Collaborative Inference Against Model Inversion Attacks WACV 2024
Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network AAAI 2023
Reinforcement Learning-Based Black-Box Model Inversion Attacks CVPR 2023
Purifier: Defending Data Inference Attacks via Transforming Confidence Scores AAAI 2023
Label-Only Model Inversion Attacks via Knowledge Transfer NIPS 2023
GAN-Based Domain Inference Attack AAAI 2023
You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas NAACL 2022
Canary Extraction in Natural Language Understanding Models ACL 2022
ResSFL: A Resistance Transfer Framework for Defending Model Inversion Attack in Split Federated Learning CVPR 2022
Learning to Generate Inversion-Resistant Model Explanations NIPS 2022
Label-Only Model Inversion Attacks via Boundary Repulsion CVPR 2022
Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks ICML 2022
Exploiting Explanations for Model Inversion Attacks ICCV 2021
Privacy-Preserving Collaborative Learning With Automatic Transformation Search CVPR 2021
Variational Model Inversion Attacks NIPS 2021