Prompt Stealing Attacks Against Text-to-Image Generation Models

Prompt Stealing Attacks Against Text-to-Image Generation Models

20 February 2023

Michael Backes

Papers citing "Prompt Stealing Attacks Against Text-to-Image Generation Models"

17 / 17 papers shown

Title
SoK: Unifying Cybersecurity and Cybersafety of Multimodal Foundation Models with an Information Theory Approach Ruoxi Sun Jiamin Chang Hammond Pearce Chaowei Xiao B. Li Qi Wu Surya Nepal Minhui Xue 35 0 0 17 Nov 2024
Promptly Yours? A Human Subject Study on Prompt Inference in AI-Generated Art Khoi Trinh Joseph Spracklen Raveen Wijewickrama Bimal Viswanath Murtuza Jadliwala Anindya Maiti 36 1 0 10 Oct 2024
SOS! Soft Prompt Attack Against Open-Source Large Language Models Ziqing Yang Michael Backes Yang Zhang Ahmed Salem AAML 40 6 0 03 Jul 2024
Are You Copying My Prompt? Protecting the Copyright of Vision Prompt for VPaaS via Watermark Huali Ren Anli Yan Chong-zhi Gao Hongyang Yan Zhenxin Zhang Jin Li VLM AAML 32 4 0 24 May 2024
Online Prompt Pricing based on Combinatorial Multi-Armed Bandit and Hierarchical Stackelberg Game Meiling Li Hongrun Ren Haixu Xiong Zhenxing Qian Xinpeng Zhang 27 0 0 24 May 2024
Iteratively Prompting Multimodal LLMs to Reproduce Natural and AI-Generated Images Ali Naseh Katherine Thai Mohit Iyyer Amir Houmansadr 47 5 0 21 Apr 2024
Capability-aware Prompt Reformulation Learning for Text-to-Image Generation Jingtao Zhan Qingyao Ai Yiqun Liu Jia Chen Shaoping Ma DiffM 47 4 0 27 Mar 2024
Regeneration Based Training-free Attribution of Fake Images Generated by Text-to-Image Generative Models Meiling Li Zhenxing Qian Xinpeng Zhang 39 2 0 03 Mar 2024
PRSA: PRompt Stealing Attacks against Large Language Models Yong Yang Changjiang Li Yi Jiang Xi Chen Haoyu Wang Xuhong Zhang Zonghui Wang Shouling Ji SILM AAML 31 1 0 29 Feb 2024
Prompt Stealing Attacks Against Large Language Models Zeyang Sha Yang Zhang SILM AAML 43 28 0 20 Feb 2024
"Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models Xinyue Shen Z. Chen Michael Backes Yun Shen Yang Zhang SILM 40 245 0 07 Aug 2023
PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification Hongwei Yao Jian Lou Kui Ren Zhan Qin AAML VLM 34 25 0 05 Aug 2023
Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-Image Models Y. Qu Xinyue Shen Xinlei He Michael Backes Savvas Zannettou Yang Zhang 21 106 0 23 May 2023
Watermarking Diffusion Model Yugeng Liu Zheng Li Michael Backes Yun Shen Yang Zhang WIGM 26 34 0 21 May 2023
Backdoor Attacks in the Supply Chain of Masked Image Modeling Xinyue Shen Xinlei He Zheng Li Yun Shen Michael Backes Yang Zhang 43 7 0 04 Oct 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 392 4,137 0 28 Jan 2022
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,837 0 08 Jul 2016