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Privacy

626 directly classified papers

Papers per year

Papers

HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture ICML 2021
See Through Gradients: Image Batch Recovery via GradInversion CVPR 2021
Gradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix ICML 2021
TAG: Gradient Attack on Transformer-based Language Models EMNLP 2021
Label-Only Membership Inference Attacks ICML 2021
Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective CVPR 2021
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer EMNLP 2021
Measuring data leakage in machine-learning models with Fisher information UAI 2021
On the Privacy Properties of GAN-generated Samples AISTATS 2021
Reconstruction Attack on Instance Encoding for Language Understanding EMNLP 2021
CRYPTOGRU: Low Latency Privacy-Preserving Text Analysis With GRU EMNLP 2021
On the Difficulty of Membership Inference Attacks CVPR 2021
Large-Capacity Image Steganography Based on Invertible Neural Networks CVPR 2021
Rethinking the Backdoor Attacks' Triggers: A Frequency Perspective ICCV 2021
Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving EMNLP 2021
Privacy enabled Financial Text Classification using Differential Privacy and Federated Learning EMNLP 2021
MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation CVPR 2021
Data-Free Model Extraction CVPR 2021
Backdoor Attacks Against Deep Learning Systems in the Physical World CVPR 2021
Privacy-Preserving Voice Anti-Spoofing Using Secure Multi-Party Computation INTERSPEECH 2021
Configurable Privacy-Preserving Automatic Speech Recognition INTERSPEECH 2021
Attacks against Ranking Algorithms with Text Embeddings: A Case Study on Recruitment Algorithms EMNLP 2021
Anonymizing Egocentric Videos ICCV 2021
Ensemble Attention Distillation for Privacy-Preserving Federated Learning ICCV 2021
Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification INTERSPEECH 2021