Privacy

Unlearnable Clusters: Towards Label-Agnostic Unlearnable Examples CVPR 2023 UPTON: Preventing Authorship Leakage from Public Text Release via Data Poisoning EMNLP 2023 Utility-Preserving Privacy-Enabled Speech Embeddings for Emotion Detection Interspeech 2023 Watermarking LLMs with Weight Quantization EMNLP 2023 What Distributions are Robust to Indiscriminate Poisoning Attacks for Linear Learners? NeurIPS 2023 Zero-Knowledge Proofs for Classical Planning Problems AAAI 2023 Adaptive Differential Privacy for Language Model Training ACL 2022 Amplifying Membership Exposure via Data Poisoning NeurIPS 2022 A Multifaceted Framework to Evaluate Evasion, Content Preservation, and Misattribution in Authorship Obfuscation Techniques EMNLP 2022 An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning Interspeech 2022 An Empirical Analysis of Memorization in Fine-tuned Autoregressive Language Models EMNLP 2022 APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers CVPR 2022 A Study of Face Obfuscation in ImageNet ICML 2022 A Universal Identity Backdoor Attack against Speaker Verification based on Siamese Network Interspeech 2022 Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling EMNLP 2022 Backdoor Attacks on Self-Supervised Learning CVPR 2022 Behind the Mask: Demographic bias in name detection for PII masking ACL 2022 BppAttack: Stealthy and Efficient Trojan Attacks Against Deep Neural Networks via Image Quantization and Contrastive Adversarial Learning CVPR 2022 Canary Extraction in Natural Language Understanding Models ACL 2022 CAP-VMs: Capability-Based Isolation and Sharing in the Cloud OSDI 2022 Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks AAAI 2022 CLPA: Clean-Label Poisoning Availability Attacks Using Generative Adversarial Nets AAAI 2022 ConfounderGAN: Protecting Image Data Privacy with Causal Confounder NeurIPS 2022 CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference NeurIPS 2022 Dataset Inference for Self-Supervised Models NeurIPS 2022