Red teaming is essential for proactive GenAI security, helping organizations uncover and address risks specific to GenAI systems. GenAI red teaming requires unique considerations due to responsible AI risks, probabilistic nature, and diverse system architectures. Traditional red teaming focused on identifying security failures, while GenAI red teaming must also address responsible AI failures
Automation tools like PyRIT can assist in red teaming GenAI systems, augmenting domain expertise, automating tasks, and identifying risky areas. Sharing resources like PyRIT across industries strengthens red teaming practices, enabling organizations to innovate responsibly with the latest AI technologies and enhance their security posture. ```https://www.darkreading.com/vulnerabilities-threats/how-to-red-team-genai-challenges-best-practices-and-learnings