Extracting Prompts by Inverting LLM Outputs

23 May 2024

Papers citing "Extracting Prompts by Inverting LLM Outputs"

12 / 12 papers shown

Title
Harnessing the Universal Geometry of Embeddings Rishi Jha Collin Zhang Vitaly Shmatikov John X. Morris 17 0 0 18 May 2025
Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts Hanhua Hong Chenghao Xiao Yang Wang Y. Liu Wenge Rong Chenghua Lin 31 0 0 29 Apr 2025
Universal Zero-shot Embedding Inversion Collin Zhang John X. Morris Vitaly Shmatikov 53 1 0 31 Mar 2025
Prada: Black-Box LLM Adaptation with Private Data on Resource-Constrained Devices Zhilin Wang Yexiao He Zheyu Shen Yu Li Guoheng Sun Myungjin Lee Ang Li 48 0 0 19 Mar 2025
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation Tao Feng Yihang Sun Jiaxuan You 57 1 0 16 Mar 2025
Prompt Inversion Attack against Collaborative Inference of Large Language Models Wenjie Qu Yuguang Zhou Yongji Wu Tingsong Xiao Binhang Yuan Heng Chang Jiaheng Zhang 79 0 0 12 Mar 2025
Prompt Inference Attack on Distributed Large Language Model Inference Frameworks Xinjian Luo Ting Yu X. Xiao AAML SILM 90 1 0 12 Mar 2025
IPAD: Inverse Prompt for AI Detection -- A Robust and Explainable LLM-Generated Text Detector Zheng Chen Yushi Feng Changyang He Yue Deng Hongxi Pu Bo-wen Li DeLMO 49 1 0 21 Feb 2025
Safeguarding System Prompts for LLMs Zhifeng Jiang Zhihua Jin Guoliang He AAML SILM 113 1 0 10 Jan 2025
The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions Eric Wallace Kai Y. Xiao R. Leike Lilian Weng Johannes Heidecke Alex Beutel SILM 58 120 0 19 Apr 2024
Gemma: Open Models Based on Gemini Research and Technology Gemma Team Gemma Team Thomas Mesnard Cassidy Hardin Robert Dadashi Surya Bhupatiraju ... Armand Joulin Noah Fiedel Evan Senter Alek Andreev Kathleen Kenealy VLM LLMAG 131 438 0 13 Mar 2024
Privacy in Large Language Models: Attacks, Defenses and Future Directions Haoran Li Yulin Chen Jinglong Luo Yan Kang Xiaojin Zhang Qi Hu Chunkit Chan Yangqiu Song PILM 50 42 0 16 Oct 2023