Privacy

AI Knows Where You Are: Exposure, Bias, and Inference in Multimodal Geolocation with KoreaGEO EMNLP 2025 AILS-NTUA at SemEval-2025 Task 4: Parameter-Efficient Unlearning for Large Language Models using Data Chunking SemEval 2025 ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation ACL 2025 Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering ACL 2025 ALPACA AGAINST VICUNA: Using LLMs to Uncover Memorization of LLMs NAACL 2025 A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality EMNLP 2025 A Multi-Granularity Clustering Approach for Federated Backdoor Defense with the Adam Optimizer IJCAI 2025 Analyzing Memorization in Large Language Models through the Lens of Model Attribution NAACL 2025 A New Federated Learning Framework Against Gradient Inversion Attacks AAAI 2025 An Inversion-based Measure of Memorization for Diffusion Models ICCV 2025 An Offline Mobile Conversational Agent for Mental Health Support: Learning from Emotional Dialogues and Psychological Texts with Student-Centered Evaluation IJCNLP 2025 AnonyNoise: Anonymizing Event Data with Smart Noise to Outsmart Re-Identification and Preserve Privacy WACV 2025 Anti-Diffusion: Preventing Abuse of Modifications of Diffusion-Based Models AAAI 2025 An Undetectable Watermark for Generative Image Models ICLR 2025 A Privacy-Preserving Framework for Generative Model-driven Synthetic Datasets AAAI 2025 Are Exemplar-Based Class Incremental Learning Models Victim of Black-Box Poison Attacks? WACV 2025 A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks AAAI 2025 Assessing the Exposure to Public Knowledge in Policy-Protected Description Logic Ontologies IJCAI 2025 Assessing Vulnerabilities in State-of-the-Art Large Language Models Through Hex Injection (Student Abstract) AAAI 2025 A Statistical and Multi-Perspective Revisiting of the Membership Inference Attack in Large Language Models ACL 2025 Asynchronous Event Error-Minimizing Noise for Safeguarding Event Dataset ICCV 2025 Attention to Neural Plagiarism: Diffusion Models Can Plagiarize Your Copyrighted Images! ICCV 2025 Attribute Inference Attacks for Federated Regression Tasks AAAI 2025 Automated Detection of Pre-training Text in Black-box LLMs IJCAI 2025 AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025