Security & Privacy

Automated De-Identification of Arabic Medical Records EMNLP 2023 Bayesian Estimation of Differential Privacy ICML 2023 Boomerang: Metadata-Private Messaging under Hardware Trust NSDI 2023 Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information NeurIPS 2023 Canary in a Coalmine: Better Membership Inference with Ensembled Adversarial Queries ICLR 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 Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning ACL 2023 Counting Distinct Elements Under Person-Level Differential Privacy NeurIPS 2023 Crowdsourcing on Sensitive Data with Privacy-Preserving Text Rewriting ACL 2023 CUDA: Convolution-Based Unlearnable Datasets CVPR 2023 DeAR: A Deep-Learning-Based Audio Re-recording Resilient Watermarking AAAI 2023 Defending against Data-Free Model Extraction by Distributionally Robust Defensive Training NeurIPS 2023 Defending Against Patch-Based Backdoor Attacks on Self-Supervised Learning CVPR 2023 DIFF2: Differential Private Optimization via Gradient Differences for Nonconvex Distributed Learning ICML 2023 Differentially Private L_2-Heavy Hitters in the Sliding Window Model ICLR 2023 Differentially Private Distributed Bayesian Linear Regression with MCMC ICML 2023 Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards ICML 2023 Differentially Private Hierarchical Clustering with Provable Approximation Guarantees ICML 2023 Differentially Private Hypothesis Testing for Linear Regression JMLR 2023 Differentially Private Image Classification by Learning Priors from Random Processes NeurIPS 2023 Differentially Private Nonlinear Causal Discovery from Numerical Data AAAI 2023 Differential Privacy enabled Dementia Classification: An Exploration of the Privacy-Accuracy Trade-off in Speech Signal Data Interspeech 2023 Differential Privacy has Bounded Impact on Fairness in Classification ICML 2023 Discrete Distribution Estimation under User-level Local Differential Privacy AISTATS 2023