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Privacy

490 directly classified papers

Papers per year

Papers

An Empirical Analysis of Memorization in Fine-tuned Autoregressive Language Models EMNLP 2022
Extracted BERT Model Leaks More Information than You Think! EMNLP 2022
Unsupervised Non-transferable Text Classification EMNLP 2022
Behind the Mask: Demographic bias in name detection for PII masking ACL 2022
“That Is a Suspicious Reaction!”: Interpreting Logits Variation to Detect NLP Adversarial Attacks ACL 2022
Federated Learning with Noisy User Feedback NAACL 2022
Model Stealing Defense against Exploiting Information Leak through the Interpretation of Deep Neural Nets IJCAI 2022
The Role of Adaptive Optimizers for Honest Private Hyperparameter Selection AAAI 2022
Encrypted Linear Contextual Bandit AISTATS 2022
How Private Is Your RL Policy? An Inverse RL Based Analysis Framework AAAI 2022
DeepHardMark: Towards Watermarking Neural Network Hardware AAAI 2022
Network change point localisation under local differential privacy NIPS 2022
MetaFinger: Fingerprinting the Deep Neural Networks with Meta-training IJCAI 2022
Poisoning Deep Learning Based Recommender Model in Federated Learning Scenarios IJCAI 2022
When Privacy Meets Partial Information: A Refined Analysis of Differentially Private Bandits NIPS 2022
MockingBERT: A Method for Retroactively Adding Resilience to NLP Models COLING 2022
To Trust or Not To Trust Prediction Scores for Membership Inference Attacks IJCAI 2022
Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks NIPS 2022
Bridging Central and Local Differential Privacy in Data Acquisition Mechanisms NIPS 2022
Self-Aware Personalized Federated Learning NIPS 2022
Bridging Differential Privacy and Byzantine-Robustness via Model Aggregation IJCAI 2022
Shielding Federated Learning: Robust Aggregation with Adaptive Client Selection IJCAI 2022
Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protection NIPS 2022
MExMI: Pool-based Active Model Extraction Crossover Membership Inference NIPS 2022
DeepAuth: A DNN Authentication Framework by Model-Unique and Fragile Signature Embedding AAAI 2022