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Privacy

626 directly classified papers

Papers per year

Papers

Privacy-Preserving Adversarial Facial Features CVPR 2023
Reinforcement Learning-Based Black-Box Model Inversion Attacks CVPR 2023
Scalable Membership Inference Attacks via Quantile Regression NIPS 2023
Protecting Language Generation Models via Invisible Watermarking ICML 2023
Bayesian Estimation of Differential Privacy ICML 2023
Learning Functional Distributions with Private Labels ICML 2023
Tight Data Access Bounds for Private Top-$k$ Selection ICML 2023
On Provable Copyright Protection for Generative Models ICML 2023
TabLeak: Tabular Data Leakage in Federated Learning ICML 2023
Trapdoor Normalization with Irreversible Ownership Verification ICML 2023
FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models ICML 2023
HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption ICML 2023
Rethinking Backdoor Attacks ICML 2023
Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis ICML 2023
Towards Attack-tolerant Federated Learning via Critical Parameter Analysis ICCV 2023
PIRNet: Privacy-Preserving Image Restoration Network via Wavelet Lifting ICCV 2023
Enhancing Privacy Preservation in Federated Learning via Learning Rate Perturbation ICCV 2023
Privacy-Preserving Face Recognition Using Random Frequency Components ICCV 2023
Personalized Acoustic Scene Classification in Ultra-low Power Embedded Devices Using Privacy-preserving Data Augmentation INTERSPEECH 2023
Privacy Risks in Speech Emotion Recognition: A Systematic Study on Gender Inference Attack INTERSPEECH 2023
On-Device Speaker Anonymization of Acoustic Embeddings for ASR based on Flexible Location Gradient Reversal Layer INTERSPEECH 2023
Privacy-preserving Representation Learning for Speech Understanding INTERSPEECH 2023
Phase perturbation improves channel robustness for speech spoofing countermeasures INTERSPEECH 2023
Utility-Preserving Privacy-Enabled Speech Embeddings for Emotion Detection INTERSPEECH 2023
Two-Stage Voice Anonymization for Enhanced Privacy INTERSPEECH 2023