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2794 directly classified papers

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Experience Report: Implementing Machine Translation in a Regulated Industry EMNLP 2025
SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains EMNLP 2025
Privacy-Preserving Federated Learning for Hate Speech Detection NAACL 2025
Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models NAACL 2025
A Framework for Double-Blind Federated Adaptation of Foundation Models ICCV 2025
ALPACA AGAINST VICUNA: Using LLMs to Uncover Memorization of LLMs NAACL 2025
Towards Operationalizing Right to Data Protection NAACL 2025
UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language Models NAACL 2025
On Probabilistic Truncation in Privacy-preserving Machine Learning AAAI 2025
Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay AAAI 2025
dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis CVPR 2025
SEAL: Semantic Aware Image Watermarking ICCV 2025
Differentially Private Learning Needs Better Model Initialization and Self-Distillation NAACL 2025
Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning CVPR 2025
When and Where do Data Poisons Attack Textual Inversion? ICCV 2025
Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench NAACL 2025
An Inversion-based Measure of Memorization for Diffusion Models ICCV 2025
TAG-WM: Tamper-Aware Generative Image Watermarking via Diffusion Inversion Sensitivity ICCV 2025
CluSanT: Differentially Private and Semantically Coherent Text Sanitization NAACL 2025
PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models NAACL 2025
Analyzing Memorization in Large Language Models through the Lens of Model Attribution NAACL 2025
Balancing Privacy and Performance: A Many-in-One Approach for Image Anonymization AAAI 2025
AIGT: AI Generative Table Based on Prompt COLING 2025
Detect-and-Guide: Self-regulation of Diffusion Models for Safe Text-to-Image Generation via Guideline Token Optimization CVPR 2025
Get Confused Cautiously: Textual Sequence Memorization Erasure with Selective Entropy Maximization COLING 2025