Applied research on human verification, presence signals, and agentic AI risk. Active Research Program: Doctoral Research Partnership · Johns Hopkins University, Whiting School of Engineering · Doctor of Engineering Program. A three-year, employer-sponsored research program advancing MagenTrust's core technology: continuous human verification through behavioral entropy measurement, with applications in enterprise cybersecurity, agentic AI countermeasures, and medical device security for cardiac implantable electronic devices. Researcher: Jacqueline Loyland, Founder & CEO. Primary Advisor: Dr. Vishal M. Patel, Department of Electrical and Computer Engineering, Johns Hopkins University; Vice President of Conferences, IEEE Biometrics Council. Timeline: 2027-2028 foundation and formalization; 2028-2029 refinement and adversarial testing; 2029-2030 large-scale validation and dissertation. Research areas: Behavioral Entropy, Continuous Authentication, Agentic AI Countermeasures, Medical Device Security (CIEDs), Privacy-Preserving Verification, Computer Vision Countermeasures, Neuromorphic Applications. Research partners: Johns Hopkins University, Whiting School of Engineering (doctoral research partnership, 2027-2030); UTSA National Security Collaboration Center (co-development, ongoing); Dr. Michael Pendleton, Neuromorphic Applications (CTO, ongoing); UT System / The AI Cowboys (applied research, ongoing).