John Anthony Emanuello

Researcher, NSA-Research

Joined

May 2023

Names

John Anthony Emanuello (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

NSA-Research (nsa.gov)

2015 – Present

PhD student

Florida State University (fsu.edu)

2010 – 2015

Advisors, Relations & Conflicts

PhD Advisor

Craig Nolder

2012 – 2015

Expertise

AI/ML for Cybersecurity

2018 – Present

Hypercomplex Analysis

2012 – 2018

Publications

What do Geometric Hallucination Detection Metrics Actually Measure?
Eric Yeats, John Buckheit, Sarah McGuire Scullen, Brendan Kennedy, Loc Truong, Davis Brown, Bill Kay, Cliff Joslyn, Tegan Emerson, Michael J. Henry, John Anthony Emanuello, Henry Kvinge
- ICML 2025 R2-FM Workshop Poster
- Readers: Everyone
Probing the Limits of Mathematical World Models in LLMs
Henry Kvinge, Elizabeth Coda, Eric Yeats, Davis Brown, John Buckheit, Sarah McGuire Scullen, Brendan Kennedy, Loc Truong, William Kay, Cliff Joslyn, Tegan Emerson, Michael J. Henry, John Anthony Emanuello
- ICML 2025 World Models Workshop
- Readers: Everyone
EIReLaND: Evaluating and Interpreting Reinforcement-Learning-based Network Defenses
Steven Cheung, Jared Claypoole, Prakhar Sharma, Vinod Yegneswaran, Ashish Gehani, Susmit Jha, John Anthony Emanuello, Ahmad Ridley
- 2nd International Workshop on Adaptive Cyber Defense (ACD '23)
- Readers: Everyone

Co-Authors