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AI/LLM Risk & Taxonomy Resources

MITRE ATLAS

AI Vulnerability Database (AVID)

MITRE ATLAS

  • https://atlas.mitre.org/matrices/ATLAS
  • https://atlas.mitre.org/resources/ai-security-101

Bug Crowd

AI Vulnerability Database (AVID)

MITRE ATLAS

https://bugcrowd.com/vulnerability-rating-taxonomy/1.12

AI Vulnerability Database (AVID)

AI Vulnerability Database (AVID)

AI Vulnerability Database (AVID)

https://avidml.org/

OWASP LLM top 10

AI Vulnerability Database (AVID)

AI Vulnerability Database (AVID)

https://owasp.org/www-project-top-10-for-large-language-model-applications/

Discover Public AI incidents

At AI Product Database, we understand that every business has unique needs and challenges. Before you implement an AI solution it would be wise to review prior public AI incidents to learn from others mistakes.

AI Incident Database

Frequently Asked Questions

Please reach us at  if you cannot find an answer to your question.

No, AI needs human supervision and expertise to work well to ensure the responses are acceptable. 

While AI can significantly enhance productivity and decision-making processes by automating tasks and providing insights, it's not a replacement for human judgment and expertise. Relying on AI requires careful consideration of its limitations, including potential biases, inaccuracies, and ethical implications. It's crucial to use AI as a tool to augment human capabilities, ensuring oversight and incorporating it within a framework that prioritizes safety, security, and compliance, especially in critical decision-making processes.


Short Answer: Privacy, Security, Safety, Compliance, Accuracy, and Bias.


When deploying generative AI, companies should be vigilant about data privacy, ensuring that sensitive information is not inadvertently exposed or misused. Additionally, the accuracy and bias of AI-generated content are critical concerns, as they can affect decision-making and brand reputation. 

To mitigate these risks and ensure compliance with security and regulatory standards, leveraging a robust AI safety and security solution that specializes in protecting AI systems is essential for maintaining trust and integrity in your AI solutions. 

Check out our AI Safety and Security Products in the DB. 


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