privacy preservation

Differentially Private Linear Sketches: Efficient Implementations and Applications NeurIPS 2022 DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing NeurIPS 2022 Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation EMNLP 2022 FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning NeurIPS 2022 FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning IJCAI 2022 Federated Learning for Face Recognition with Gradient Correction AAAI 2022 Federated Model Decomposition with Private Vocabulary for Text Classification EMNLP 2022 FLVoogd: Robust And Privacy Preserving Federated Learning ACML 2022 Generating gender-ambiguous voices for privacy-preserving speech recognition Interspeech 2022 Interpretable Privacy Preservation of Text Representations Using Vector Steganography AAAI 2022 Learning to Generate Inversion-Resistant Model Explanations NeurIPS 2022 NinjaDesc: Content-Concealing Visual Descriptors via Adversarial Learning CVPR 2022 Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation AAAI 2022 Preventing sensitive-word recognition using self-supervised learning to preserve user-privacy for automatic speech recognition Interspeech 2022 Privacy for Free: How does Dataset Condensation Help Privacy? ICML 2022 Privacy-Preserving Face Recognition in the Frequency Domain AAAI 2022 Privacy Preserving Partial Localization CVPR 2022 Private Multiparty Perception for Navigation NeurIPS 2022 Provably Confidential Language Modelling NAACL 2022 SASH: Efficient secure aggregation based on SHPRG for federated learning UAI 2022 Selective Differential Privacy for Language Modeling NAACL 2022 SPAct: Self-Supervised Privacy Preservation for Action Recognition CVPR 2022 Task-aware Privacy Preservation for Multi-dimensional Data ICML 2022 Toward Privacy-preserving Text Embedding Similarity with Homomorphic Encryption EMNLP 2022 Towards End-to-End Private Automatic Speaker Recognition Interspeech 2022