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Privacy

626 directly classified papers

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Papers

Membership Inference Attacks Are Easier on Difficult Problems ICCV 2021
Manipulating SGD with Data Ordering Attacks NIPS 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
Practical and Private (Deep) Learning Without Sampling or Shuffling ICML 2021
Federated Learning of User Verification Models Without Sharing Embeddings ICML 2021
IronMask: Modular Architecture for Protecting Deep Face Template CVPR 2021
Towards Face Encryption by Generating Adversarial Identity Masks ICCV 2021
Knowledge-Enriched Distributional Model Inversion Attacks ICCV 2021
Protecting Intellectual Property of Generative Adversarial Networks From Ambiguity Attacks CVPR 2021
A Backdoor Attack Against 3D Point Cloud Classifiers ICCV 2021
A Secure and Efficient Federated Learning Framework for NLP EMNLP 2021
Privacy-Preserving Image Features via Adversarial Affine Subspace Embeddings CVPR 2021
An Initial Investigation for Detecting Partially Spoofed Audio INTERSPEECH 2021
Modeling Deep Learning Based Privacy Attacks on Physical Mail AAAI 2021
Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification AAAI 2021
Subverting Privacy-Preserving GANs: Hiding Secrets in Sanitized Images AAAI 2021
SecDD: Efficient and Secure Method for Remotely Training Neural Networks (Student Abstract) AAAI 2021
Towards Extracting Graph Neural Network Models via Prediction Queries (Student Abstract) AAAI 2021
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation EMNLP 2021
Grey-box Extraction of Natural Language Models ICML 2021
Learner-Private Convex Optimization ICML 2021
Against Membership Inference Attack: Pruning is All You Need IJCAI 2021
CRFL: Certifiably Robust Federated Learning against Backdoor Attacks ICML 2021