AI/ML Security Assessments
Why AI/ML?
Secure your competitive edge in the age of AI. We assess your artificial intelligence, machine learning models, and pipelines for novel threats like data poisoning, model evasion and confidential data leakage. This ensures you can innovate with AI confidently, protecting your investment and building trust in your intelligent systems.
Assessment Process
Our assessments begin with a threat model specifically tailored to the unique risks of artificial intelligence systems. We partner with your team to analyze the entire AI/ML pipeline, from data ingestion to model deployment. We identify potential attack vectors such as data poisoning and model evasion.
Exploration
We will then conduct a deep analysis of the underlying code and infrastructure using a mix of SAST tools and manual exploration. We will also review the complementing cloud infrastructure supporting the pipeline, checking for misconfigurations and ensuring that access controls and data protection measures are properly implemented.
Simulated Attack Test
The final phase tests the deployed model using simulated attack scenarios. This evaluates the model for resiliency against adversarial inputs and threats. We conclude with a comprehensive report detailing identified vulnerabilities, actionable remediation steps, and the risk each vulnerability poses to your company.
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