Privacy

Data-Efficient Backdoor Attacks IJCAI 2022 Data poisoning attacks on off-policy policy evaluation methods UAI 2022 Data Poisoning Won’t Save You From Facial Recognition ICLR 2022 Dataset Inference for Self-Supervised Models NeurIPS 2022 Deduplicating Training Data Mitigates Privacy Risks in Language Models ICML 2022 Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them From 2D Renderings CVPR 2022 DeepFake Disrupter: The Detector of DeepFake Is My Friend CVPR 2022 DeepHardMark: Towards Watermarking Neural Network Hardware AAAI 2022 Deep Neural Network Fusion via Graph Matching with Applications to Model Ensemble and Federated Learning ICML 2022 Deep Unlearning via Randomized Conditionally Independent Hessians CVPR 2022 DEFEAT: Deep Hidden Feature Backdoor Attacks by Imperceptible Perturbation and Latent Representation Constraints CVPR 2022 Defending against Model Stealing via Verifying Embedded External Features AAAI 2022 DeID-VC: Speaker De-identification via Zero-shot Pseudo Voice Conversion Interspeech 2022 Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced Representations ICML 2022 Design and Verification of the Arm Confidential Compute Architecture OSDI 2022 Detecting Unintended Memorization in Language-Model-Fused ASR Interspeech 2022 Developing a tool for fair and reproducible use of paid crowdsourcing in the digital humanities COLING 2022 Differentially Private Approximate Quantiles ICML 2022 Differentially Private Community Detection for Stochastic Block Models ICML 2022 Differentially Private Coordinate Descent for Composite Empirical Risk Minimization ICML 2022 Differentially Private Covariance Revisited NeurIPS 2022 Differentially Private Densest Subgraph AISTATS 2022 Differentially Private Estimation of Heterogeneous Causal Effects CLeaR 2022 Differentially Private Federated Learning on Heterogeneous Data AISTATS 2022 Differentially Private Federated Learning With Local Regularization and Sparsification CVPR 2022