Defense Advanced Research Projects AgencyTagged Content List

Automation Technologies

Automatic mechanical or digital operation

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The Department of Defense (DoD) often leverages social and behavioral science (SBS) research to design plans, guide investments, assess outcomes, and build models of human social systems and behaviors as they relate to national security challenges in the human domain. However, a number of recent empirical studies and meta-analyses have revealed that many SBS results vary dramatically in terms of their ability to be independently reproduced or replicated, which could have real-world implications for DoD’s plans, decisions, and models. To help address this situation, DARPA’s Systematizing Confidence in Open Research and Evidence (SCORE) program aims to develop and deploy automated tools to assign "confidence scores" to different SBS research results and claims.
Modern computing systems act as black boxes in that they accept inputs and generate outputs but provide little to no visibility of their internal workings. This greatly limits the potential to understand cyber behaviors at the level of detail necessary to detect and counter some of the most important types of cyber threats, particularly advanced persistent threats (APTs). APT adversaries act slowly and deliberately over a long period of time to expand their presence in an enterprise network and achieve their mission goals (e.g., information exfiltration, interference with decision making and denial of capability).
Government agencies and the military rely upon many kinds of Commercial Off-the-Shelf (COTS) commodity Information Technology (IT) devices, including mobile phones, printers, computer workstations and many other everyday items. Each of these devices is the final product of long supply chains involving many vendors from many nations providing various components and subcomponents, including considerable amounts of software and firmware. Long supply chains provide adversaries with opportunities to insert hidden malicious functionality into this software and firmware that adversaries can exploit to accomplish harmful objectives, including exfiltration of sensitive data and sabotage of critical operations.
The World Modelers program aims to develop technology that integrates qualitative causal analyses with quantitative models and relevant data to provide a comprehensive understanding of complicated, dynamic national security questions. The goal is to develop approaches that can accommodate and integrate dozens of contributing models connected by thousands of pathways—orders of magnitude beyond what is possible today.
| AI | Automation | Data |
Special Assistant to the DARPA Director/Army Operational Liaison
Colonel Michael Fazen joined DARPA in 2018 as the special assistant to the director and U.S. Army operational liaison. Previously, he served as the U.S. Africa Command J65 Enterprise Service Manager in Stuttgart, Germany.