Lambda Science, Inc. — Department of Defense SBIR Phase I: N193-143
Lambda Science, Inc. — SBIR Phase I award from Department of Defense.
- Amount
- $140,000
- Agency
- Department of Defense · Navy
- Program / Phase
- SBIR · Phase I
- Topic
- N193-143
- Solicitation
- 19.3
- NAICS
- —
- Place of performance
- PA
- Period
- 2020-01-23 → 2020-07-27
Description
Lambda Science, Inc. (LSI) will develop innovative and operationally effective approaches to exploit weaknesses (i.e., defeat) in an adversary’s cognitive sensing systems, and in doing so devise methods and techniques including CONOPS that protect our own cognitive radar and EW sensor systems. LSI will develop methods to construct adversarial examples and demonstrate their effectiveness to defeat ML architectures. The concept of adversarial sample transferability will be employed to quantify misclassification rates against ML methods. The Phase 1 effort will also develop and evaluate adversarial example detectors using a generalized threat model.