Best Vulnerability Scanners for OpenAI

Garak evaluates the potential failures of an LLM in undesirable ways, examining aspects such as hallucination, data leakage, prompt injection, misinformation, toxicity, jailbreaks, and various other vulnerabilities. This free tool is designed with an eagerness for development, continually seeking to enhance its functionalities for better application support. Operating as a command-line utility, Garak is compatible with both Linux and OSX systems; you can easily download it from PyPI and get started right away. The pip version of Garak receives regular updates, ensuring it remains current, while its specific dependencies recommend setting it up within its own Conda environment. To initiate a scan, Garak requires the model to be analyzed and, by default, will conduct all available probes on that model utilizing the suggested vulnerability detectors for each. During the scanning process, users will see a progress bar for every loaded probe, and upon completion, Garak will provide a detailed evaluation of each probe's findings across all detectors. This makes Garak not only a powerful tool for assessment but also a vital resource for researchers and developers aiming to enhance the safety and reliability of LLMs.

Elevate your web security testing experience with BurpGPT, a Burp Suite extension that seamlessly incorporates OpenAI's advanced models for in-depth vulnerability assessments and traffic analysis. This tool also accommodates local LLMs, including custom-trained versions, thereby prioritizing data privacy and delivering results tailored to your specific requirements. Integrating Burp GPT into your security testing processes is straightforward, thanks to its comprehensive and user-friendly documentation. Crafted by specialists in application security, Burp GPT stands at the forefront of web security innovations. It evolves continuously by incorporating user feedback, ensuring it adapts to the shifting landscape of security testing demands. With Burp GPT, you benefit from a powerful solution designed to enhance both the accuracy and efficiency of application security evaluations. Its advanced language processing features, coupled with an easy-to-navigate interface, make it accessible for both novices and experienced testers. Moreover, BurpGPT enables you to tackle complex technical challenges with confidence and precision. As such, it represents a significant advancement in the toolkit of any security professional.

SplxAI presents an automated platform tailored for conversational AI solutions. At the heart of their offerings is Probe, which actively detects and addresses vulnerabilities within AI systems by replicating targeted attack scenarios specific to various domains. Among its notable features, Probe provides comprehensive risk assessments, compliance and framework evaluations, domain-oriented penetration testing, ongoing automated testing, and support for over 20 languages, showcasing its multi-lingual capabilities. This platform is designed to integrate smoothly into development processes, ensuring that AI applications maintain a high level of security throughout their entire lifecycle. SplxAI aims to protect and fortify generative AI-driven conversational applications by delivering sophisticated security and penetration testing services, allowing organizations to harness the full potential of AI without sacrificing safety. By using Probe, developers can effectively evaluate and fine-tune their applications' boundaries to achieve the best security measures and enhance user experiences without imposing unnecessary limitations. Ultimately, this approach encourages a balance between robust security and innovative functionality in AI technology.