Privacy

Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information NeurIPS 2023 Bounding training data reconstruction in DP-SGD NeurIPS 2023 Breaching FedMD: Image Recovery via Paired-Logits Inversion Attack CVPR 2023 Breaking the Communication-Privacy-Accuracy Tradeoff with f-Differential Privacy NeurIPS 2023 Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders NeurIPS 2023 Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent Teacher AAAI 2023 CAPP-130: A Corpus of Chinese Application Privacy Policy Summarization and Interpretation NeurIPS 2023 CaPriDe Learning: Confidential and Private Decentralized Learning Based on Encryption-Friendly Distillation Loss CVPR 2023 Causal Matrix Completion COLT 2023 Certified Minimax Unlearning with Generalization Rates and Deletion Capacity NeurIPS 2023 Clean-image Backdoor: Attacking Multi-label Models with Poisoned Labels Only ICLR 2023 Clinical Text Anonymization, its Influence on Downstream NLP Tasks and the Risk of Re-Identification EACL 2023 CLIP2Protect: Protecting Facial Privacy Using Text-Guided Makeup via Adversarial Latent Search CVPR 2023 Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis ICML 2023 Color Backdoor: A Robust Poisoning Attack in Color Space CVPR 2023 Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence ICCV 2023 Complement Sparsification: Low-Overhead Model Pruning for Federated Learning AAAI 2023 Concurrent Shuffle Differential Privacy Under Continual Observation ICML 2023 Conflicting Interactions among Protection Mechanisms for Machine Learning Models AAAI 2023 Constant Matters: Fine-grained Error Bound on Differentially Private Continual Observation ICML 2023 Controllable Generation of Artificial Speaker Embeddings through Discovery of Principal Directions Interspeech 2023 Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning ACL 2023 Cookie Consent Has Disparate Impact on Estimation Accuracy NeurIPS 2023 CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference NeurIPS 2023 Copyright-Certified Distillation Dataset: Distilling One Million Coins into One Bitcoin with Your Private Key AAAI 2023