Privacy

Behind the Mask: Demographic bias in name detection for PII masking ACL 2022 Better Private Algorithms for Correlation Clustering COLT 2022 BlackBox: A Container Security Monitor for Protecting Containers on Untrusted Operating Systems OSDI 2022 Bounding Training Data Reconstruction in Private (Deep) Learning ICML 2022 Bridging Central and Local Differential Privacy in Data Acquisition Mechanisms NeurIPS 2022 Bring Your Own Algorithm for Optimal Differentially Private Stochastic Minimax Optimization NeurIPS 2022 Brownian Noise Reduction: Maximizing Privacy Subject to Accuracy Constraints NeurIPS 2022 Canary Extraction in Natural Language Understanding Models ACL 2022 Can we Generalize and Distribute Private Representation Learning? AISTATS 2022 CAP-VMs: Capability-Based Isolation and Sharing in the Cloud OSDI 2022 CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks NeurIPS 2022 Certified Neural Network Watermarks with Randomized Smoothing ICML 2022 CLPA: Clean-Label Poisoning Availability Attacks Using Generative Adversarial Nets AAAI 2022 Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks Interspeech 2022 Composition Theorems for Interactive Differential Privacy NeurIPS 2022 ConfounderGAN: Protecting Image Data Privacy with Causal Confounder NeurIPS 2022 Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense ICML 2022 Contribution-Aware Federated Learning for Smart Healthcare AAAI 2022 CoPur: Certifiably Robust Collaborative Inference via Feature Purification NeurIPS 2022 Cosine Model Watermarking against Ensemble Distillation AAAI 2022 CrowdFL: A Marketplace for Crowdsourced Federated Learning AAAI 2022 CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference NeurIPS 2022 DAD: Data-Free Adversarial Defense at Test Time WACV 2022 Data Appraisal Without Data Sharing AISTATS 2022 Data Augmentation MCMC for Bayesian Inference from Privatized Data NeurIPS 2022