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Privacy

490 directly classified papers

Papers per year

Papers

TAN Without a Burn: Scaling Laws of DP-SGD ICML 2023

Can Shadows Reveal Biometric Information? WACV 2023

ERASER: AdvERsArial Sensitive Element Remover for Image Privacy Preservation AAAI 2023

Similarity Distribution Based Membership Inference Attack on Person Re-identification AAAI 2023

Assessing Privacy Risks in Language Models: A Case Study on Summarization Tasks EMNLP 2023

Large-Capacity and Flexible Video Steganography via Invertible Neural Network CVPR 2023

Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary CVPR 2023

Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers CVPR 2023

Privacy-Preserving Representations Are Not Enough: Recovering Scene Content From Camera Poses CVPR 2023

CLIP2Protect: Protecting Facial Privacy Using Text-Guided Makeup via Adversarial Latent Search CVPR 2023

Marich: A Query-efficient Distributionally Equivalent Model Extraction Attack NIPS 2023

Honeycomb: Secure and Efficient GPU Executions via Static Validation OSDI 2023

Does Label Differential Privacy Prevent Label Inference Attacks? AISTATS 2023

Reconstructing Training Data from Model Gradient, Provably AISTATS 2023

Protecting Global Properties of Datasets with Distribution Privacy Mechanisms AISTATS 2023

A Blessing of Dimensionality in Membership Inference through Regularization AISTATS 2023

Statistical Indistinguishability of Learning Algorithms ICML 2023

A Watermark for Large Language Models ICML 2023

Hiding Visual Information via Obfuscating Adversarial Perturbations ICCV 2023

Domain Specified Optimization for Deployment Authorization ICCV 2023

Person Re-Identification without Identification via Event anonymization ICCV 2023

Anti-DreamBooth: Protecting Users from Personalized Text-to-image Synthesis ICCV 2023

Differentially Private Condorcet Voting AAAI 2023

Differentially Private Learning with Per-Sample Adaptive Clipping AAAI 2023

PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning AAAI 2023