{"total":13,"rows":[{"id":"2309.11765","title":"Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation","created":"2023-09-21","cited_by_count":96,"area":null},{"id":"2410.12085","title":"Data-adaptive Differentially Private Prompt Synthesis for In-Context Learning","created":"2024-10-15","cited_by_count":10,"area":null},{"id":"2410.08027","title":"Private Language Models via Truncated Laplacian Mechanism","created":"2024-10-10","cited_by_count":3,"area":null},{"id":"2503.14991","title":"Inspecting the Representation Manifold of Differentially-Private Text","created":"2025-03-19","cited_by_count":2,"area":null},{"id":"2603.12237","title":"STAMP: Selective Task-Aware Mechanism for Text Privacy","created":"2026-03-12","cited_by_count":2,"area":null},{"id":"2503.09338","title":"Investigating User Perspectives on Differentially Private Text Privatization","created":"2025-03-12","cited_by_count":1,"area":null},{"id":"2508.18976","title":"The Double-edged Sword of LLM-based Data Reconstruction: Understanding and Mitigating Contextual Vulnerability in Word-level Differential Privacy Text Sanitization","created":"2025-08-26","cited_by_count":1,"area":null},{"id":"2605.01065","title":"A Systematic Exploration of Text Decomposition and Budget Distribution in Differentially Private Text Obfuscation","created":"2026-05-01","cited_by_count":1,"area":null},{"id":"2407.00764","title":"Characterizing Stereotypical Bias from Privacy-preserving Pre-Training","created":"2024-06-30","cited_by_count":0,"area":null},{"id":"2504.05148","title":"Stereo-LiDAR Fusion by Semi-Global Matching With Discrete Disparity-Matching Cost and Semidensification","created":"2025-04-07","cited_by_count":0,"area":null},{"id":"2510.18493","title":"One Size Fits All? A Modular Adaptive Sanitization Kit (MASK) for Customizable Privacy-Preserving Phone Scam Detection","created":"2025-10-21","cited_by_count":0,"area":null},{"id":"2608.11171","title":"From Interpretability to Control: Insights from Six Years of the TrustNLP Workshop","created":"2026-08-11","cited_by_count":0,"area":null},{"id":"2608.29624","title":"PrivBench: A Holistic and Modular Benchmarking Platform for Evaluating Text-to-Text Privatization","created":"2026-08-30","cited_by_count":0,"area":null}],"next_cursor":null}