QUANTUM VENTURA INC — Department of Defense SBIR Phase I: HR001119S0035-07
QUANTUM VENTURA INC — SBIR Phase I award from Department of Defense.
- Amount
- $224,139
- Agency
- Department of Defense · Defense Advanced Research Projects Agency
- Program / Phase
- SBIR · Phase I
- Topic
- HR001119S0035-07
- Solicitation
- DARPA SBIR HR001119S0035-07
- NAICS
- —
- Place of performance
- CA
- Period
- 2019-11-29 → 2020-05-28
Description
DeepVerify is a suite of tools to verify and certify robustness of different types of AI applications with a specific focus on currently popular neural networks such as deep CNN, reinforcement learning, recurring neural networks. However, our tools can be deployed on other types of AI/ML frameworks as well. Upon automated in-depth assessment of AI applications and exploration of input data space and risk modeling, DeepVerify will identify bugs and areas of concern and provide a Certificate of Robustness and a suggested recommendation report for further action. Once the AI applications go into production, DeepVerify's Intelligent Run-time Agent(IRA) will provide a 24x7 run-time monitoring service to evaluate the production system and provide protective measures and insights based on specific use-cases.