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Privacy

638 papers

Papers per year

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Papers

Gradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix ICML 2021
HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture ICML 2021
CRFL: Certifiably Robust Federated Learning against Backdoor Attacks ICML 2021
Learner-Private Convex Optimization ICML 2021
Grey-box Extraction of Natural Language Models ICML 2021
Against Membership Inference Attack: Pruning is All You Need IJCAI 2021
Privacy-Preserving Voice Anti-Spoofing Using Secure Multi-Party Computation INTERSPEECH 2021
Configurable Privacy-Preserving Automatic Speech Recognition INTERSPEECH 2021
Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification INTERSPEECH 2021
Voice Privacy Through x-Vector and CycleGAN-Based Anonymization INTERSPEECH 2021
Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation INTERSPEECH 2021
Addressing Compliance in Call Centers with Entity Extraction INTERSPEECH 2021
An Initial Investigation for Detecting Partially Spoofed Audio INTERSPEECH 2021
Measuring data leakage in machine-learning models with Fisher information UAI 2021
On the Equivalence between Online and Private Learnability beyond Binary Classification NIPS 2020
Inverting Gradients - How easy is it to break privacy in federated learning? NIPS 2020
Protecting Geolocation Privacy of Photo Collections AAAI 2020
ActiveThief: Model Extraction Using Active Learning and Unannotated Public Data AAAI 2020
Attention Based Data Hiding with Generative Adversarial Networks AAAI 2020
Privacy-Preserving Gaussian Process Regression – A Modular Approach to the Application of Homomorphic Encryption AAAI 2020
Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics AAAI 2020
Adversary for Social Good: Protecting Familial Privacy through Joint Adversarial Attacks AAAI 2020
Obfuscation for Privacy-preserving Syntactic Parsing ACL 2020
Defending Against Model Stealing Attacks With Adaptive Misinformation CVPR 2020
Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks CVPR 2020