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Privacy

2,847 papers

Papers per year

18
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Papers

FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning IJCAI 2022
To Trust or Not To Trust Prediction Scores for Membership Inference Attacks IJCAI 2022
Membership Inference via Backdooring IJCAI 2022
Local Differential Privacy Meets Computational Social Choice - Resilience under Voter Deletion IJCAI 2022
Private Stochastic Convex Optimization and Sparse Learning with Heavy-tailed Data Revisited IJCAI 2022
Data-Efficient Backdoor Attacks IJCAI 2022
ARCANE: An Efficient Architecture for Exact Machine Unlearning IJCAI 2022
Post-processing of Differentially Private Data: A Fairness Perspective IJCAI 2022
Measuring Data Leakage in Machine-Learning Models with Fisher Information (Extended Abstract) IJCAI 2022
A Survey on Gradient Inversion: Attacks, Defenses and Future Directions IJCAI 2022
Towards Verifiable Federated Learning IJCAI 2022
An Embarrassingly Simple Approach for Intellectual Property Rights Protection on Recurrent Neural Networks IJCNLP 2022
Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks INTERSPEECH 2022
End-to-end speech recognition modeling from de-identified data INTERSPEECH 2022
Federated Pruning: Improving Neural Network Efficiency with Federated Learning INTERSPEECH 2022
Application for Real-time Personalized Speaker Extraction INTERSPEECH 2022
DeID-VC: Speaker De-identification via Zero-shot Pseudo Voice Conversion INTERSPEECH 2022
Are disentangled representations all you need to build speaker anonymization systems? INTERSPEECH 2022
Towards End-to-End Private Automatic Speaker Recognition INTERSPEECH 2022
Extracting Targeted Training Data from ASR Models, and How to Mitigate It INTERSPEECH 2022
Detecting Unintended Memorization in Language-Model-Fused ASR INTERSPEECH 2022
Two Methods for Spoofing-Aware Speaker Verification: Multi-Layer Perceptron Score Fusion Model and Integrated Embedding Projector INTERSPEECH 2022
Preventing sensitive-word recognition using self-supervised learning to preserve user-privacy for automatic speech recognition INTERSPEECH 2022
Generating gender-ambiguous voices for privacy-preserving speech recognition INTERSPEECH 2022
Speaker Anonymization with Phonetic Intermediate Representations INTERSPEECH 2022