Privacy

SecureSpectra: Safeguarding Digital Identity from Deep Fake Threats via Intelligent Signatures Interspeech 2024 SecureSQL: Evaluating Data Leakage of Large Language Models as Natural Language Interfaces to Databases EMNLP 2024 Securing Billion Bluetooth Devices Leveraging Learning-Based Techniques AAAI 2024 Seeing the Forest through the Trees: Data Leakage from Partial Transformer Gradients EMNLP 2024 Segmenting Watermarked Texts From Language Models NeurIPS 2024 Selling Personal Information: Data Brokers and the Limits of US Regulation COLING 2024 SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation NAACL 2024 SentinelLMs: Encrypted Input Adaptation and Fine-Tuning of Language Models for Private and Secure Inference AAAI 2024 Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought IJCAI 2024 Sharpness-Aware Data Poisoning Attack ICLR 2024 SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated Optimization AISTATS 2024 SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices NeurIPS 2024 SilentCipher: Deep Audio Watermarking Interspeech 2024 SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore ICLR 2024 SimAC: A Simple Anti-Customization Method for Protecting Face Privacy against Text-to-Image Synthesis of Diffusion Models CVPR 2024 Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models NeurIPS 2024 Smooth Lower Bounds for Differentially Private Algorithms via Padding-and-Permuting Fingerprinting Codes COLT 2024 Some Constructions of Private, Efficient, and Optimal K-Norm and Elliptic Gaussian Noise COLT 2024 Spear: Evaluate the Adversarial Robustness of Compressed Neural Models IJCAI 2024 SPEAR: Exact Gradient Inversion of Batches in Federated Learning NeurIPS 2024 Stable Unlearnable Example: Enhancing the Robustness of Unlearnable Examples via Stable Error-Minimizing Noise AAAI 2024 Stealthy and Persistent Unalignment on Large Language Models via Backdoor Injections NAACL 2024 Steganographic Passport: An Owner and User Verifiable Credential for Deep Model IP Protection Without Retraining CVPR 2024 Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language Models NAACL 2024 Tangent Transformers for Composition,Privacy and Removal ICLR 2024