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Security & Privacy

1,030 papers (5 classified directly here)

Subtopics

Privacy (638) Differential Privacy (414)

Papers per year

2
9
49
227
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Papers (including subtopics)

DIFF2: Differential Private Optimization via Gradient Differences for Nonconvex Distributed Learning ICML 2023
Secure Federated Correlation Test and Entropy Estimation ICML 2023
Multi-Agent Best Arm Identification with Private Communications ICML 2023
TAN Without a Burn: Scaling Laws of DP-SGD ICML 2023
TabLeak: Tabular Data Leakage in Federated Learning ICML 2023
On Provable Copyright Protection for Generative Models ICML 2023
Nonparametric Extensions of Randomized Response for Private Confidence Sets ICML 2023
Fully-Adaptive Composition in Differential Privacy ICML 2023
Tight Data Access Bounds for Private Top-$k$ Selection ICML 2023
Learning Functional Distributions with Private Labels ICML 2023
Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards ICML 2023
Bayesian Estimation of Differential Privacy ICML 2023
Protecting Language Generation Models via Invisible Watermarking ICML 2023
FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation IJCAI 2023
Personalized Acoustic Scene Classification in Ultra-low Power Embedded Devices Using Privacy-preserving Data Augmentation INTERSPEECH 2023
Differential Privacy enabled Dementia Classification: An Exploration of the Privacy-Accuracy Trade-off in Speech Signal Data 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
Privacy-Aware Rejection Sampling JMLR 2023