Privacy

Security and Performance in the Delegated User-level Virtualization OSDI 2023 SegLoc: Learning Segmentation-Based Representations for Privacy-Preserving Visual Localization CVPR 2023 Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors ICLR 2023 Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence ACL 2023 Setting the Trap: Capturing and Defeating Backdoors in Pretrained Language Models through Honeypots NeurIPS 2023 SF-PATE: Scalable, Fair, and Private Aggregation of Teacher Ensembles IJCAI 2023 Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning ICLR 2023 Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection ACL 2023 Similarity Distribution Based Membership Inference Attack on Person Re-identification AAAI 2023 Simple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints COLT 2023 Sketch-Flip-Merge: Mergeable Sketches for Private Distinct Counting ICML 2023 Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker Projection Maintenance ICML 2023 Smooth Flipping Probability for Differential Private Sign Random Projection Methods NeurIPS 2023 SPACE: Single-round Participant Amalgamation for Contribution Evaluation in Federated Learning NeurIPS 2023 Sparsity-Preserving Differentially Private Training of Large Embedding Models NeurIPS 2023 SpENCNN: Orchestrating Encoding and Sparsity for Fast Homomorphically Encrypted Neural Network Inference ICML 2023 Split, count, and share: a differentially private set intersection cardinality estimation protocol UAI 2023 SRATTA: Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning. ICML 2023 Static and Sequential Malicious Attacks in the Context of Selective Forgetting NeurIPS 2023 Statistical Indistinguishability of Learning Algorithms ICML 2023 Steganography of Steganographic Networks AAAI 2023 Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks EMNLP 2023 STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition ICCV 2023 Streaming Submodular Maximization with Differential Privacy ICML 2023 Students Parrot Their Teachers: Membership Inference on Model Distillation NeurIPS 2023