Privacy

Towards End-to-End Private Automatic Speaker Recognition Interspeech 2022 Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks CVPR 2022 Towards Verifiable Federated Learning IJCAI 2022 Tracing Text Provenance via Context-Aware Lexical Substitution AAAI 2022 Training Text-to-Text Transformers with Privacy Guarantees ACL 2022 Transfer Learning In Differential Privacy’s Hybrid-Model ICML 2022 Trusted Loss Correction for Noisy Multi-Label Learning ACML 2022 Twitter-Demographer: A Flow-based Tool to Enrich Twitter Data EMNLP 2022 Two Methods for Spoofing-Aware Speaker Verification: Multi-Layer Perceptron Score Fusion Model and Integrated Embedding Projector Interspeech 2022 Two-mode Networks: Inference with as Many Parameters as Actors and Differential Privacy JMLR 2022 Understanding Clipping for Federated Learning: Convergence and Client-Level Differential Privacy ICML 2022 Unsupervised Text Deidentification EMNLP 2022 Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protection NeurIPS 2022 User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition on Federated Learning Interspeech 2022 Using Constraint Programming and Graph Representation Learning for Generating Interpretable Cloud Security Policies IJCAI 2022 Utility Preservation of Clinical Text After De-Identification ACL 2022 Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification IJCAI 2022 VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely? NeurIPS 2022 VoiceBlock: Privacy through Real-Time Adversarial Attacks with Audio-to-Audio Models NeurIPS 2022 WeDef: Weakly Supervised Backdoor Defense for Text Classification EMNLP 2022 Weight Perturbation as Defense against Adversarial Word Substitutions EMNLP 2022 What You See is What You Get: Principled Deep Learning via Distributional Generalization NeurIPS 2022 When Does Differentially Private Learning Not Suffer in High Dimensions? NeurIPS 2022 When Privacy Meets Partial Information: A Refined Analysis of Differentially Private Bandits NeurIPS 2022 With False Friends Like These, Who Can Notice Mistakes? AAAI 2022