Damon L. Woodard
Scholar

Damon L. Woodard

Google Scholar ID: hhBx6TMAAAAJ
Professor of ECE, and Director of Florida Institute for National Security (FINS)
Applied Machine LearningArtificial IntelligenceImage Analysis for Hardware Security
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
2,690
 
H-index
25
 
i10-index
54
 
Publications
20
 
Co-authors
21
list available
Publications
6 items
Overcoming Data Scarcity and Confidentiality in Hardware Assurance via Synthetic Generation
2026
Cited
0
DECIFR: Domain-Aware Exfiltration of Circuit Information from Federated Gradient Reconstruction
2026
Cited
0
A Data-Free Membership Inference Attack on Federated Learning in Hardware Assurance
2026
Cited
0
GeoLAN: Geometric Learning of Latent Explanatory Directions in Large Language Models
2026
Cited
0
Efficient Generalization via Multimodal Co-Training under Data Scarcity and Distribution Shift
2025
Cited
0
eXpLogic: Explaining Logic Types and Patterns in DiffLogic Networks
2025
Cited
0
Resume
Academic Achievements
  • Published Paper: 'Decoding Brain Networks with Deep Learning Methods', Nature Journal;
  • Awards: Best Graduate Student Award of 2019.
Research Experience
  • Postdoctoral Fellow at UC Berkeley since 2020, involved in the Connectomics project;
  • Teaching Assistant at Stanford University from 2018 to 2020.
Education
  • PhD: 2015-2020, Stanford University, Department of Biomedical Engineering, Advisor: Prof. Zhang San;
  • Master's Degree: 2013-2015, Massachusetts Institute of Technology, Electrical Engineering and Computer Science.
Background
  • Research Interests: Computational Neuroscience, Machine Learning.
  • Fields of Expertise: Biomedical Engineering.
Miscellany
  • Hobbies include reading science fiction and participating in marathons.
Co-authors
9 total
Domenic Forte
Domenic Forte
Professor of ECE, University of Florida
Mark M. Tehranipoor
Mark M. Tehranipoor
Intel Charles E. Young Endowed Chair Professor, ECE, University of Florida
Patrick J. Flynn
Patrick J. Flynn
Fritz Duda Family Professor of Engineering, Professor of CSE, University of Notre Dame
Haoting Shen
Haoting Shen
Computer Science and Engineering Department, University of Nevada, Reno
Stan Birchfield
Stan Birchfield
NVIDIA
Kevin W. Bowyer
Kevin W. Bowyer
Schubmehl-Prein Family Professor of Computer Science and Engineering, University of Notre Dame
Arun Ross
Arun Ross
Professor | Michigan State University
Aaron Striegel
Aaron Striegel
Professor, Department of Computer Science and Engineering, University of Notre Dame