![]() ![]() ![]() The LLM recognizes the ArtPrompt prompt output but sees no issue in responding, as the prompt doesn't trigger any ethical or safety safeguards. The tool replaces the 'safety word' with an ASCII art representation of the word to form a new prompt. In Figure 1 above, you can see that ArtPrompt easily sidesteps the protections of contemporary LLMs. To best understand ArtPrompt and how it works, it is probably simplest to check out the two examples provided by the research team behind the tool. This is why ArtPrompt is quite an eyebrow-raising development. A large collection of ASCII art drawings of soldiers and other related weapon ASCII art pictures. Where you can copy these text art with one click and share it with your friends on social media etc. Moreover, in a kind of technological game of whack-a-mole, the major AI players have spent plenty of time plugging linguistic and semantic holes to prevent people from wandering outside the guardrails. The best place to find every text art, ASCII art. So, if you were to query one of the mainstream chatbots today about how to do something malicious or illegal, you would likely only face rejection. AI developers don't want their products to be subverted to promote hateful, violent, illegal, or similarly harmful content. Copy a text art from the gallery or draw your own ASCII picture on the canvas. Browse a large collection of ASCII art (text art) copypastas. arXiv:2402.11753Īrtificial intelligence (AI) wielding chatbots are increasingly locked down to avoid malicious abuse. (Click to copy) ASCII Art copypasta of Thomas the Tank Engine. ![]() Finally, the generated ASCII art is substituted into the original prompt, which will be sent to the victim LLM to generate response. In the cloaked prompt generation step, the attacker uses an ASCII art generator to replace the identified words with those represented in the form of ASCII art. In the word masking step, given the targeted behavior that the attacker aims to provoke, the attacker first masks the sensitive words in the prompt that will likely conflict with the safety alignment of LLMs, resulting in prompt rejection. ArtPrompt consists of two steps, namely word masking and cloaked prompt generation. ![]()
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