Feb 8, 2023 · In this work, we develop a black-box framework for generating adversarial prompts for unstructured image and text generation.
We provide prompt optimization results for both image and text generation tasks. The commands below can be used to reproduce all results in the paper.
Feb 8, 2023 · Prompting interfaces allow users to quickly adjust the output of generative models in both vision and language. However, small changes and ...
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Feb 5, 2023 · In this post, we discuss how to generate adversarial prompts for unstructured image and text generation.
Feb 8, 2023 · In this work, we develop a black-box framework for generating adversarial prompts for unstructured image and text generation.
We develop a framework for finding adversarial prompts using a Token Space Projection operator. This operator bridges the continuous word embedding space with ...
Sep 19, 2024 · By systemically injecting adversarial prompts, users can see how the model reacts and identify patterns in its susceptibility to manipulation.
Sep 24, 2023 · The paper proposes a targeted adversarial attack with black-box setting on Segment Anything Model (SAM), where given an adversarial image, the ...
Jailbreaking black box large language models in twenty queries. P Chao ... Black box adversarial prompting for foundation models. N Maus, P Chao, E Wong ...
In this paper, we study a controllable prompt ad- versarial attacking problem for text guided image generation (Text2Image) models in the black-box.