Prompt Stealing Attacks Against Large Language Models

20 February 2024

Papers citing "Prompt Stealing Attacks Against Large Language Models"

24 / 24 papers shown

Title
StyleRec: A Benchmark Dataset for Prompt Recovery in Writing Style Transformation Shenyang Liu Yang Gao Shaoyan Zhai Liqiang Wang 80 0 0 06 Apr 2025
Safeguarding System Prompts for LLMs Zhifeng Jiang Zhihua Jin Guoliang He AAML SILM 137 2 0 10 Jan 2025
Reconstruction of Differentially Private Text Sanitization via Large Language Models Shuchao Pang Zhigang Lu Haoran Wang Peng Fu Yongbin Zhou Minhui Xue AAML 105 5 0 16 Oct 2024
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models Zi Liang Haibo Hu Qingqing Ye Yaxin Xiao Haoyang Li AAML ELM SILM 125 9 0 05 Aug 2024
Risks of Practicing Large Language Models in Smart Grid: Threat Modeling and Validation Jiangnan Li Yingyuan Yang Jinyuan Stella Sun 101 4 0 10 May 2024
Simulating H.P. Lovecraft horror literature with the ChatGPT large language model E.C. Garrido-Merchán J. L. Arroyo-Barrigüete Roberto Gozalo-Brizuela 64 9 0 05 May 2023
The Role of AI in Human-AI Creative Writing for Hong Kong Secondary Students Hengky Susanto David James Woo Kai Guo 33 4 0 21 Apr 2023
Toxicity in ChatGPT: Analyzing Persona-assigned Language Models Ameet Deshpande Vishvak Murahari Tanmay Rajpurohit Ashwin Kalyan Karthik Narasimhan LM&MA LLMAG 75 369 0 11 Apr 2023
Prompt Stealing Attacks Against Text-to-Image Generation Models Xinyue Shen Y. Qu Michael Backes Yang Zhang 60 38 0 20 Feb 2023
Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks Daniel Kang Xuechen Li Ion Stoica Carlos Guestrin Matei A. Zaharia Tatsunori Hashimoto AAML 94 253 0 11 Feb 2023
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature E. Mitchell Yoonho Lee Alexander Khazatsky Christopher D. Manning Chelsea Finn 93 626 0 26 Jan 2023
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 413 6,908 0 13 Apr 2022
STaR: Bootstrapping Reasoning With Reasoning E. Zelikman Yuhuai Wu Jesse Mu Noah D. Goodman ReLM LRM 144 508 0 28 Mar 2022
Red Teaming Language Models with Language Models Ethan Perez Saffron Huang Francis Song Trevor Cai Roman Ring John Aslanides Amelia Glaese Nat McAleese G. Irving AAML 177 667 0 07 Feb 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong Guosheng Lin MLLM BDL VLM CLIP 549 4,409 0 28 Jan 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 823 9,644 0 28 Jan 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 474 15,734 0 20 Dec 2021
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models Wei Ping Chejian Xu Shuohang Wang Zhe Gan Yu Cheng Jianfeng Gao Ahmed Hassan Awadallah Yangqiu Song VLM ELM AAML 67 225 0 04 Nov 2021
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling Emily Dinan Gavin Abercrombie A. S. Bergman Shannon L. Spruit Dirk Hovy Y-Lan Boureau Verena Rieser 66 107 0 07 Jul 2021
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 189 1,527 0 01 Nov 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,301 0 27 Aug 2019
Overlearning Reveals Sensitive Attributes Congzheng Song Vitaly Shmatikov 42 154 0 28 May 2019
Exploiting Unintended Feature Leakage in Collaborative Learning Luca Melis Congzheng Song Emiliano De Cristofaro Vitaly Shmatikov FedML 155 1,478 0 10 May 2018
Membership Inference Attacks against Machine Learning Models Reza Shokri M. Stronati Congzheng Song Vitaly Shmatikov SLR MIALM MIACV 272 4,159 0 18 Oct 2016