SEAMLESS: Secured and Assured Machine Learning Systems

ECI's SEAMLESS solution represents an end-to-end enterprise framework and tool set that will allow users to perform security vulnerability and risk assessment for a machine learning system. The SEAMLESS solution utilizes an integrated data analysis testing environment and machine learning development framework to perform analysis on the different componenets of a machine learning (ML) system. As a result, users can identify vulnerabilities and generate a risk matrix for assessment and mitigation of the risks to minimize asset loss and improve warfighter safety. The SEAMLESS solution will incorporate and leverage ECI capabilities to create a user-friendly front end to highlight the vulnerable componenets of a user-provided ML system and associated requirements. It will display flagged results and different mitigation options to the user to mitigate the key risks highlighted from the vulnerability assessment of the ML system.