As open-source AI models become more accessible, organizations are racing to integrate them into their workflows. But how secure are these models, and what risks do they introduce?
several risks,
- including security vulnerabilities,
- privacy concerns, and
- potential misuse.
- models can be accessed by almost anyone, including malicious actors who might manipulate the AI outputs or generate security issues, leading to inaccurate information or harmful actions.
- code execution,
- backdoors,
- prompt injections, and
- alignment problems
- Privacy is another concern, as training data can expose sensitive personal information
- lack of thorough data methods for detecting and reporting flaws
- Lack of standards
These are just a few of the issues that are facing organizations who embark on an Open AI journey. If you or your company has evaluated these options and are happy with these “Risks” go ahead. Making sure that you have access to highly trained security experts in case of any breaches.