Security & Privacy

Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation EMNLP 2023 Multi-Agent Best Arm Identification with Private Communications ICML 2023 Multi-step Jailbreaking Privacy Attacks on ChatGPT EMNLP 2023 Multi-target Backdoor Attacks for Code Pre-trained Models ACL 2023 Multi-Task Differential Privacy Under Distribution Skew ICML 2023 Nearly Tight Bounds For Differentially Private Multiway Cut NeurIPS 2023 Near-Optimal Algorithms for Private Online Optimization in the Realizable Regime ICML 2023 Near-Optimal Differentially Private Reinforcement Learning AISTATS 2023 Noise-Aware Statistical Inference with Differentially Private Synthetic Data AISTATS 2023 Nonparametric Extensions of Randomized Response for Private Confidence Sets ICML 2023 No offence, Bert - I insult only humans! Multilingual sentence-level attack on toxicity detection networks EMNLP 2023 Nothing but Regrets — Privacy-Preserving Federated Causal Discovery AISTATS 2023 On Computing Pairwise Statistics with Local Differential Privacy NeurIPS 2023 On-Device Speaker Anonymization of Acoustic Embeddings for ASR based on Flexible Location Gradient Reversal Layer Interspeech 2023 Online Local Differential Private Quantile Inference via Self-normalization ICML 2023 On Private and Robust Bandits NeurIPS 2023 On Provable Copyright Protection for Generative Models ICML 2023 On the Gini-impurity Preservation For Privacy Random Forests NeurIPS 2023 On the Privacy Risks of Algorithmic Recourse AISTATS 2023 On the Privacy-Robustness-Utility Trilemma in Distributed Learning ICML 2023 On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection ACL 2023 On User-Level Private Convex Optimization ICML 2023 Panning for Gold in Federated Learning: Targeted Text Extraction under Arbitrarily Large-Scale Aggregation ICLR 2023 Personalized Acoustic Scene Classification in Ultra-low Power Embedded Devices Using Privacy-preserving Data Augmentation Interspeech 2023 Phase perturbation improves channel robustness for speech spoofing countermeasures Interspeech 2023