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Privacy

626 directly classified papers

Papers per year

Papers

On the Privacy Risks of Algorithmic Recourse AISTATS 2023
Nothing but Regrets — Privacy-Preserving Federated Causal Discovery AISTATS 2023
Active Membership Inference Attack under Local Differential Privacy in Federated Learning AISTATS 2023
Membership Inference Attacks against Synthetic Data through Overfitting Detection AISTATS 2023
Gold Doesn’t Always Glitter: Spectral Removal of Linear and Nonlinear Guarded Attribute Information EACL 2023
ETHICIST: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation ACL 2023
A Customized Text Sanitization Mechanism with Differential Privacy ACL 2023
On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection ACL 2023
Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence ACL 2023
Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation EMNLP 2023
TrojanSQL: SQL Injection against Natural Language Interface to Database EMNLP 2023
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks EMNLP 2023
FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning NSDI 2023
Boomerang: Metadata-Private Messaging under Hardware Trust NSDI 2023
Addax: A fast, private, and accountable ad exchange infrastructure NSDI 2023
TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference EMNLP 2023
Automated De-Identification of Arabic Medical Records EMNLP 2023
What Distributions are Robust to Indiscriminate Poisoning Attacks for Linear Learners? NIPS 2023
Encrypted Databases Made Secure Yet Maintainable OSDI 2023
Unlearnable Clusters: Towards Label-Agnostic Unlearnable Examples CVPR 2023
Robust and Actively Secure Serverless Collaborative Learning NIPS 2023
Hidden Poison: Machine Unlearning Enables Camouflaged Poisoning Attacks NIPS 2023
On the Gini-impurity Preservation For Privacy Random Forests NIPS 2023
Attention-Enhancing Backdoor Attacks Against BERT-based Models EMNLP 2023
Marich: A Query-efficient Distributionally Equivalent Model Extraction Attack NIPS 2023