Security & Privacy

ZIUM: Zero-Shot Intent-Aware Adversarial Attack on Unlearned Models ICCV 2025 A Collocation-based Method for Addressing Challenges in Word-level Metric Differential Privacy ACL 2024 A Differentially Private Clustering Algorithm for Well-Clustered Graphs ICLR 2024 A Dual Stealthy Backdoor: From Both Spatial and Frequency Perspectives AAAI 2024 A Generalized Shuffle Framework for Privacy Amplification: Strengthening Privacy Guarantees and Enhancing Utility AAAI 2024 A Hassle-free Algorithm for Strong Differential Privacy in Federated Learning Systems EMNLP 2024 A Learnable Discrete-Prior Fusion Autoencoder with Contrastive Learning for Tabular Data Synthesis AAAI 2024 All Rivers Run to the Sea: Private Learning with Asymmetric Flows CVPR 2024 Analysis of Differentially Private Synthetic Data: A Measurement Error Approach AAAI 2024 An Inversion Attack Against Obfuscated Embedding Matrix in Language Model Inference EMNLP 2024 Approximate Kernel Density Estimation under Metric-based Local Differential Privacy UAI 2024 A Privacy Preserving Federated Learning (PPFL) Based Cognitive Digital Twin (CDT) Framework for Smart Cities AAAI 2024 A Simple and Practical Method for Reducing the Disparate Impact of Differential Privacy AAAI 2024 Assessing Authenticity and Anonymity of Synthetic User-generated Content in the Medical Domain EACL 2024 AudioMarkBench: Benchmarking Robustness of Audio Watermarking NeurIPS 2024 Auditing Privacy Mechanisms via Label Inference Attacks NeurIPS 2024 A Unified Characterization of Private Learnability via Graph Theory COLT 2024 Automated Detection and Analysis of Data Practices Using A Real-World Corpus ACL 2024 Backdoor Attacks via Machine Unlearning AAAI 2024 Backdoor Defense via Test-Time Detecting and Repairing CVPR 2024 Banded Square Root Matrix Factorization for Differentially Private Model Training NeurIPS 2024 Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs NeurIPS 2024 Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature NeurIPS 2024 Black-Box Forgetting NeurIPS 2024 Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication AAAI 2024