Security & Privacy

Edit Distance Robust Watermarks via Indexing Pseudorandom Codes NeurIPS 2024 Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously NeurIPS 2024 Efficiently Computing Similarities to Private Datasets ICLR 2024 Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift AAAI 2024 EMGAN: Early-Mix-GAN on Extracting Server-Side Model in Split Federated Learning AAAI 2024 EncryIP: A Practical Encryption-Based Framework for Model Intellectual Property Protection AAAI 2024 Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains EMNLP 2024 Extending Off-the-shelf NER Systems to Personal Information Detection in Dialogues with a Virtual Agent: Findings from a Real-Life Use Case EACL 2024 FaceRSA: RSA-Aware Facial Identity Cryptography Framework AAAI 2024 Facial Identity Anonymization via Intrinsic and Extrinsic Attention Distraction CVPR 2024 Fairness and Privacy Guarantees in Federated Contextual Bandits ACML 2024 Faster Differentially Private Top-k Selection: A Joint Exponential Mechanism with Pruning NeurIPS 2024 Faster Rates of Differentially Private Stochastic Convex Optimization JMLR 2024 Federated Experiment Design under Distributed Differential Privacy AISTATS 2024 Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data NeurIPS 2024 Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models NeurIPS 2024 Finding ε and δ of Traditional Disclosure Control Systems AAAI 2024 Fine-Tuning Language Models with Differential Privacy through Adaptive Noise Allocation EMNLP 2024 Fixed-Budget Differentially Private Best Arm Identification ICLR 2024 Foreseeing Reconstruction Quality of Gradient Inversion: An Optimization Perspective AAAI 2024 From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models NeurIPS 2024 Fully Exploiting Every Real Sample: SuperPixel Sample Gradient Model Stealing CVPR 2024 Generate Synthetic Text Approximating the Private Distribution with Differential Privacy IJCAI 2024 GS-Hider: Hiding Messages into 3D Gaussian Splatting NeurIPS 2024 Handling Name Errors of a BERT-Based De-Identification System: Insights from Stratified Sampling and Markov-based Pseudonymization EACL 2024