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Corpus Poisoning via Approximate Greedy Gradient Descent ACL 2025 Counterfactual Evaluation for Blind Attack Detection in LLM-based Evaluation Systems IJCNLP 2025 CPSample: Classifier Protected Sampling for Guarding Training Data During Diffusion ICLR 2025 Creating Coherence in Federated Non-Negative Matrix Factorization AAAI 2025 CryptoFace: End-to-End Encrypted Face Recognition CVPR 2025 Crypto-LLM: Two-Stage Language Model Pre-training with Ciphered and Natural Language Data IJCNLP 2025 CTCC: A Robust and Stealthy Fingerprinting Framework for Large Language Models via Cross-Turn Contextual Correlation Backdoor EMNLP 2025 Cyber for AI at SemEval-2025 Task 4: Forgotten but Not Lost: The Balancing Act of Selective Unlearning in Large Language Models SemEval 2025 DADet: Safeguarding Image Conditional Diffusion Models against Adversarial and Backdoor Attacks via Diffusion Anomaly Detection ICCV 2025 Data-adaptive Differentially Private Prompt Synthesis for In-Context Learning ICLR 2025 Data-Centric AI for Chest X-Ray Analysis in Resource-Constrained Settings IJCAI 2025 Data-centric NLP Backdoor Defense from the Lens of Memorization NAACL 2025 Data Reconstruction Attacks and Defenses: A Systematic Evaluation AISTATS 2025 Dataset Ownership Verification for Pre-trained Masked Models ICCV 2025 Data Taggants: Dataset Ownership Verification Via Harmless Targeted Data Poisoning ICLR 2025 Data Unlearning in Diffusion Models ICLR 2025 DCHM: Dynamic Collaboration of Heterogeneous Models Through Isomerism Learning in a Blockchain-Powered Federated Learning Framework AAAI 2025 DCT-CryptoNets: Scaling Private Inference in the Frequency Domain ICLR 2025 Decoder Gradient Shield: Provable and High-Fidelity Prevention of Gradient-Based Box-Free Watermark Removal CVPR 2025 DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis ICCV 2025 Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy AAAI 2025 Detect-and-Guide: Self-regulation of Diffusion Models for Safe Text-to-Image Generation via Guideline Token Optimization CVPR 2025 Detecting Origin Attribution for Text-to-Image Diffusion Models WACV 2025 Deterministic Client: Enforcing Determinism on Untrusted Machine Code OSDI 2025 dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis CVPR 2025