Privacy

Large-Capacity and Flexible Video Steganography via Invertible Neural Network CVPR 2023 Learning to Linearize Deep Neural Networks for Secure and Efficient Private Inference ICLR 2023 Marich: A Query-efficient Distributionally Equivalent Model Extraction Attack NeurIPS 2023 Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers CVPR 2023 Measuring Forgetting of Memorized Training Examples ICLR 2023 Measuring the Privacy Leakage via Graph Reconstruction Attacks on Simplicial Neural Networks (Student Abstract) AAAI 2023 Membership Inference Attacks against Language Models via Neighbourhood Comparison ACL 2023 Model Barrier: A Compact Un-Transferable Isolation Domain for Model Intellectual Property Protection CVPR 2023 Model Sparsity Can Simplify Machine Unlearning NeurIPS 2023 Multi-step Jailbreaking Privacy Attacks on ChatGPT EMNLP 2023 Online Local Differential Private Quantile Inference via Self-normalization ICML 2023 On the Trade-Off between Actionable Explanations and the Right to be Forgotten ICLR 2023 Panning for Gold in Federated Learning: Targeted Text Extraction under Arbitrarily Large-Scale Aggregation ICLR 2023 PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning AAAI 2023 Perfectly Secure Steganography Using Minimum Entropy Coupling ICLR 2023 Person Re-Identification without Identification via Event anonymization ICCV 2023 Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models EMNLP 2023 Privacy-Preserving Representations Are Not Enough: Recovering Scene Content From Camera Poses CVPR 2023 Protecting Global Properties of Datasets with Distribution Privacy Mechanisms AISTATS 2023 Reconstructing Training Data from Model Gradient, Provably AISTATS 2023 Redactor: A Data-Centric and Individualized Defense against Inference Attacks AAAI 2023 Regression with Label Differential Privacy ICLR 2023 Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence ACL 2023 Similarity Distribution Based Membership Inference Attack on Person Re-identification AAAI 2023 Statistical Indistinguishability of Learning Algorithms ICML 2023