QUANTUM VENTURA INC — Department of Defense SBIR Phase I: N193-A01
QUANTUM VENTURA INC — SBIR Phase I award from Department of Defense.
- Amount
- $149,612
- Agency
- Department of Defense · Navy
- Program / Phase
- SBIR · Phase I
- Topic
- N193-A01
- Solicitation
- 19.3
- NAICS
- —
- Place of performance
- CA
- Period
- 2019-11-21 → 2020-04-20
Description
By leveraging open-source tools and frameworks, we propose to build CORSI - a suite of AI verification & validation tools of different types of neural networks operating under different circumstances. By utilizing our Risk Framework, Assumption and Safety Violation framework, CORSI will generate a Certificate of Robustness (COR) as the final outcome. Our tools will have 3 components DNN Toolkit, Bayesian Uncertainty Modeling and Probabilistic Verifier covering CNN. CORSI will identify areas of concern, exceptions, red flags & vulnerable areas and provide remedial action. Once the AI system goes into production, CORSI's Intelligent Run-time Agent (IRA) will provide 24 x7 monitoring to evaluate the production system and provide protective measures and insights.