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Privacy

638 papers

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Papers

Personalized Acoustic Scene Classification in Ultra-low Power Embedded Devices Using Privacy-preserving Data Augmentation INTERSPEECH 2023
Privacy Risks in Speech Emotion Recognition: A Systematic Study on Gender Inference Attack INTERSPEECH 2023
On-Device Speaker Anonymization of Acoustic Embeddings for ASR based on Flexible Location Gradient Reversal Layer INTERSPEECH 2023
Privacy-preserving Representation Learning for Speech Understanding INTERSPEECH 2023
Phase perturbation improves channel robustness for speech spoofing countermeasures INTERSPEECH 2023
Utility-Preserving Privacy-Enabled Speech Embeddings for Emotion Detection INTERSPEECH 2023
Two-Stage Voice Anonymization for Enhanced Privacy INTERSPEECH 2023
There is more than one kind of robustness: Fooling Whisper with adversarial examples INTERSPEECH 2023
Fake the Real: Backdoor Attack on Deep Speech Classification via Voice Conversion INTERSPEECH 2023
Addax: A fast, private, and accountable ad exchange infrastructure NSDI 2023
Boomerang: Metadata-Private Messaging under Hardware Trust NSDI 2023
FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning NSDI 2023
Encrypted Databases Made Secure Yet Maintainable OSDI 2023
PP4AV: A Benchmarking Dataset for Privacy-Preserving Autonomous Driving WACV 2023
On Privacy and Personalization in Cross-Silo Federated Learning NIPS 2022
LAMP: Extracting Text from Gradients with Language Model Priors NIPS 2022
MExMI: Pool-based Active Model Extraction Crossover Membership Inference NIPS 2022
Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attack NIPS 2022
Dataset Inference for Self-Supervised Models NIPS 2022
Measuring Data Reconstruction Defenses in Collaborative Inference Systems NIPS 2022
Learning to Generate Inversion-Resistant Model Explanations NIPS 2022
Amplifying Membership Exposure via Data Poisoning NIPS 2022
Revisiting Injective Attacks on Recommender Systems NIPS 2022
VoiceBlock: Privacy through Real-Time Adversarial Attacks with Audio-to-Audio Models NIPS 2022
ConfounderGAN: Protecting Image Data Privacy with Causal Confounder NIPS 2022