AI-Exploits: Repo of multiple unauthenticated RCEs in AI tools

Nov 16, 2023 ·

AI Exploits is an open-source library of tools and resources created by Protect AI that allows developers and researchers to identify, exploit, and protect against AI vulnerabilities. The library contains various tools and resources for identifying vulnerabilities in AI systems, testing for vulnerabilities, exploiting those vulnerabilities, and protecting AI systems against them. It also includes resources to help users better understand the concepts of AI exploitation and security.

The first step to using AI Exploits is to identify vulnerabilities in AI systems through dynamic analysis, static analysis, or fuzzing tests. Dynamic analysis helps detect flaws in the input validation process of an AI system, while static analysis helps identify potential weaknesses in an AI system's architecture. By running fuzzing tests, users can gain insight into how a system might react to unexpected inputs.

Once flaws are identified, users can then choose to exploit them in order to gain access to data or control of the system. Depending on the vulnerability, this can be done either directly, such as by sending specially crafted input to the system, or indirectly, such as by manipulating the system's environment or by introducing malicious code into the system. In addition, users can use the tools provided in the library to protect AI systems from being exploited.

Finally, AI Exploits provides users with educational material to help them better understand the concepts of AI exploitation and security. This includes tutorials, blog posts, and papers which explain the different types of vulnerabilities, provide advice on how to test for them, and discuss best practices for keeping AI systems secure.

Overall, AI Exploits provides a comprehensive set of tools and resources for identifying, exploiting, and protecting against AI vulnerabilities. By using these resources, developers and researchers can more easily find and address security flaws in AI systems. In addition, the library provides educational content to help users gain an understanding of the concepts of AI exploitation and security.