Privacy

Data Free Backdoor Attacks NeurIPS 2024 Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions NeurIPS 2024 Data Poisoning based Backdoor Attacks to Contrastive Learning CVPR 2024 Deconstructing Classifiers: Towards A Data Reconstruction Attack Against Text Classification Models ACL 2024 Deep-TROJ: An Inference Stage Trojan Insertion Algorithm through Efficient Weight Replacement Attack CVPR 2024 Defending Against Backdoor Attacks by Layer-wise Feature Analysis (Extended Abstract) IJCAI 2024 De-Identification of Sensitive Personal Data in Datasets Derived from IIT-CDIP EMNLP 2024 Deidentifying a Norwegian Clinical Corpus - an Effort to Create a Privacy-preserving Norwegian Large Clinical Language Model EACL 2024 Demystifying Verbatim Memorization in Large Language Models EMNLP 2024 DeRDaVa: Deletion-Robust Data Valuation for Machine Learning AAAI 2024 Detecting Personal Identifiable Information in Swedish Learner Essays EACL 2024 Differentially Private Graph Diffusion with Applications in Personalized PageRanks NeurIPS 2024 Dissect Black Box: Interpreting for Rule-Based Explanations in Unsupervised Anomaly Detection NeurIPS 2024 Don’t forget private retrieval: distributed private similarity search for large language models ACL 2024 Downstream Trade-offs of a Family of Text Watermarks EMNLP 2024 Dual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning NeurIPS 2024 Edit Distance Robust Watermarks via Indexing Pseudorandom Codes NeurIPS 2024 Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously NeurIPS 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 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 Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models NeurIPS 2024