conftrace_

privacy preservation

380 papers

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Co-occurring keywords

federated learning (1333) large language model (13587) differential privacy (1016) machine unlearning (290) privacy protection (162) model compression (3302) knowledge distillation (3725) adversarial learning (1595) language model (4599) privacy-preserving learning (117)

Papers

NinjaDesc: Content-Concealing Visual Descriptors via Adversarial Learning CVPR 2022
Selective Differential Privacy for Language Modeling NAACL 2022
Learning to Generate Inversion-Resistant Model Explanations NIPS 2022
An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning INTERSPEECH 2022
Privacy for Free: How does Dataset Condensation Help Privacy? ICML 2022
SASH: Efficient secure aggregation based on SHPRG for federated learning UAI 2022
Federated Learning for Face Recognition with Gradient Correction AAAI 2022
Detecting Unintended Memorization in Language-Model-Fused ASR INTERSPEECH 2022
Task-aware Privacy Preservation for Multi-dimensional Data ICML 2022
Using Public Data to Predict Demand for Mobile Health Clinics AAAI 2022
Federated Model Decomposition with Private Vocabulary for Text Classification EMNLP 2022
Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation AAAI 2022
DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing NIPS 2022
Toward Privacy-preserving Text Embedding Similarity with Homomorphic Encryption EMNLP 2022
Privacy Preserving Partial Localization CVPR 2022
Private Multiparty Perception for Navigation NIPS 2022
Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification AAAI 2021
Federated Learning of User Verification Models Without Sharing Embeddings ICML 2021
Bringing Decentralized Search to Decentralized Services OSDI 2021
Differentially Private Correlation Alignment for Domain Adaptation IJCAI 2021
Privacy-Preserving Voice Anti-Spoofing Using Secure Multi-Party Computation INTERSPEECH 2021
Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation INTERSPEECH 2021
Matrix Sketching for Secure Collaborative Machine Learning ICML 2021
Anonymizing Egocentric Videos ICCV 2021
Addressing Class Imbalance in Federated Learning AAAI 2021