VCRSOFT LLC — Department of Defense SBIR Phase I: SCO183-001
VCRSOFT LLC — SBIR Phase I award from Department of Defense.
- Amount
- $225,000
- Agency
- Department of Defense · Office of the Secretary of Defense
- Program / Phase
- SBIR · Phase I
- Topic
- SCO183-001
- Solicitation
- 18.3
- NAICS
- —
- Place of performance
- TX
- Period
- 2019-07-29 → 2020-01-28
Description
We propose a quantum adversarial machine learning (QAML) approach that combines ideas from different classical AML techniques such as Defense-GAN and thermometer-encoding of inputs. We propose an implementation of Defense-GAN on the D-Wave Leap quantum computing environment. We also propose to leverage ideas from quantum information science such as noisy inputs/outputs/parameters to improve the robustness of the proposed QAML approach. We will use the MNIST dataset to demonstrate feasibility of the proposed approach.