Scholar
Edmon Begoli
Google Scholar ID: hJKzXskAAAAJ
Oak Ridge National Laboratory (ORNL)
Citations & Impact
Citations
1,821
H-index
16
i10-index
24
Publications
20
Co-authors
63
list available
Publications
Resume (English only)
Academic Achievements
- He has published papers on adversarial binaries, the effects of compounded model size reductions on adversarial robustness, directional medical embedding vectors, and an interactive adversarial AI workbench. He is also an IEEE Computer Society Distinguished Contributor, a Senior Member of ACM, and a committer with the Apache Software Foundation (ASF). In 2022, he was named a Google Research Innovator for his work on robust streaming and language processing architectures.
Research Experience
- He has led several national initiatives focused on AI security, fraud prevention, veteran suicide prevention (in collaboration with PERC/REACH VET), and precision and personalized medicine (MVP CHAMPION). At ORNL, Edmon spearheaded the design of the Knowledge Discovery Infrastructure (KDI) and the Citadel platform, and he now leads the development of Photon—the first exascale-level system for AI vulnerability research at scale.
Education
- He holds undergraduate and graduate degrees in Computer Science from the University of Colorado Boulder, and a Ph.D. in Computer Science from the University of Tennessee. Academically, Edmon is Adjunct Associate Professor at the Vanderbilt University, Computer Science Department.
Background
- He is the founding director of ORNL’s Center for AI Security Research (CAISER) and a distinguished member of the ORNL research staff. His expertise lies in the research, design, and development of resilient, secure, and scalable machine learning and analytic architectures.
Miscellany
- He is active on platforms such as Google Scholar, ORCID, LinkedIn, GitHub, and Stack Overflow.
