RAM LABORATORIES — Department of Defense SBIR Phase I: MDA19-009
RAM LABORATORIES — SBIR Phase I award from Department of Defense.
- Amount
- $150,000
- Agency
- Department of Defense · Missile Defense Agency
- Program / Phase
- SBIR · Phase I
- Topic
- MDA19-009
- Solicitation
- 19.2
- NAICS
- —
- Place of performance
- CA
- Period
- 2019-11-22 → 2021-03-21
Description
RAM Laboratories is proposing Deep Learning for Precise, Automatic and Trusted Code Hardening and Error Removal (DL-PATCHER) which is a combination of a large and diverse source code dataset built from publicly available repositories to be used for training state-of-the-art deep learning algorithms able to produce a model that can automatically generate patches that fix bugs reported by source code analysis tools. In addition, the patch verifier is built utilizing a wide set of heuristics that are able to not only confirm the accuracy of the patch, but also ensures that no major and unexpected feature modifications are made which could significantly impact core functionality. Approved for Public Release | 19-MDA-10270 (18 Nov 19)