SBIR/STTR Research Award
Fooling Computer Vision Classifiers with Adversarial Examples
Award amount
$124,963Program and phase
SBIR · Phase IAward year
2019Award details
- Awarding agency
- Department of Defense
- Branch
- Navy
- Recipient company
- TRITON SYSTEMS, INC.
- Proposal award date
- 2018-10-15
- Contract end date
- 2019-04-18
- UEI
- DA91DUWSMSQ7
- Solicitation number
- 18.2
- Topic code
- N182-127
Research abstract
Triton Systems Inc. propose to create adversarial image techniques that will both fool U.S. classifiers and can applied in operationally relevant physical modification kits to military objects. We will develop a rapid process to generate adversarial images, translate them into physical modification kits and demonstrate a reliable system to camouflage the target object independent of classifier location and type. Our developed system will be used to test U.S. Navy deep neural network computer vision classification systems and to develop an effective counter defense against these physical-world adversarial example attacks.
Technology keywords
Not reported
Other awards by this recipient
Verified by the same UEI. These are other public SBIR/STTR award pages, not a merged company record.
- Coatings for Reliable Compact Rotary Engines
- Pre and Post Weld Heating Innovations
- Biological Noise Modeling for Active and Passive Sonar System Performance Predictions
- Ambient Acoustic Noise Cancelling for Military Boom Microphones
- Advanced Fretting Fatigue Life Prediction Method for Naval Aerospace Applications
Awards with the same topic code
Verified by an exact topic code match. This is not a text-similarity match.
- Fooling Computer Vision Classifiers with Adversarial Examples
- Computer Learning Obfuscating Adversarial Kit (CLOAK)
- Fooling Computer Vision Classifiers with Adversarial Examples
Research funding history
927 SBIR/STTR records share this UEI (1993–2026). Reported award amounts total $388,500,403. Reported amounts are not federal obligations.
Phases: Phase I, Phase II, Phase II – Direct to Phase II
Agencies: Department of Defense, National Aeronautics and Space Administration, Department of Energy, Department of Homeland Security, Department of Health and Human Services, Department of Transportation