DNA: deceptive neural network attack signature identification
Other Transaction IDV Awarded Last action
- Contract number
- HR00112090137
- Awardee
-
The University Of Central Florida Board Of Trustees UEI RD7MXJV7DKT9
- Awarding agency
-
Defense Advanced Research Projects Agency
Department of Defense
- Task orders
- 0
Award facts
- Last date to order
- Not on record
- IDV ceiling
- $1,000,000.00
- NAICS code
- Not on record
- Set-aside
- No set-aside
- Competition
- Competed Program Solicitation
- Pricing
- Other
Award details come from SAM.gov/FPDS.
About this IDV
The University of Central Florida Board of Trustees was awarded an indefinite delivery/indefinite quantity contract valued at approximately $1 million by the Defense Advanced Research Projects Agency to conduct research in deceptive neural network attack signature identification. The prime contractor will leverage its expertise in artificial intelligence and network security to develop techniques for identifying adversarial examples and deceptive behaviors in neural networks. This contract aims to advance DARPA's mission of creating technological surprise for national security by detecting adversarial manipulation of machine learning models. The period of performance and places of performance are not specified in the provided solicitation details, but the contractor's location in Florida indicates work will likely be conducted onsite at the University of Central Florida.
No task orders or pricing schedules are included to outline the specific research deliverables to be provided. However, based on the program description of "DNA: DECEPTIVE NEURAL NETWORK ATTACK SIGNATURE IDENTIFICATION," it can be reasonably inferred the contractor will focus on analyzing neural network security vulnerabilities and behaviors that could be exploited by adversaries. The contractor will aim to deliver techniques and methodologies that enhance the ability to proactively detect deceptive inputs and manipulated outputs in artificial intelligence and machine learning systems.
Transactions
| Action | Obligated | Date |
|---|---|---|
| Exercise an Option | $444,000 | |
| Original award | $556,000 |
Quick answers
Who was awarded contract HR00112090137?
HR00112090137 was awarded to The University Of Central Florida Board Of Trustees by Defense Advanced Research Projects Agency (Department of Defense) on September 28, 2020.
How much is contract HR00112090137 worth?
HR00112090137's own ceiling is $1,000,000.
Was contract HR00112090137 competed?
The extent of competition for HR00112090137 was competed.
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