Research
My research advances the science of behavioral digital attribution \u2014 developing formal methodologies, mathematical frameworks, and open-source implementations for attributing anonymous digital identities through behavioral analysis.
Behavioral Digital Attribution
Active ResearchFormal methodology for attributing digital artifacts to human sources through behavioral analysis. The AnubisX Framework provides an axiomatic foundation, mathematical framework, and multi-modal algorithmic catalog for behavioral attribution.
Cyber Threat Intelligence
ActiveAdvanced threat actor profiling, campaign attribution, and intelligence-driven operations. Over 20 years of experience in CTI across government and enterprise environments.
Digital Identity & Behavioral Biometrics
Active ResearchCognitive Centroid theory — a formal model of behavioral identity as an asymptotic attractor in feature space. Multi-modal behavioral fingerprinting across stylometric, temporal, terminal, network, and media modalities.
Identity Intelligence (IdINT)
Active ResearchSystematic identity resolution across disparate data sources and platforms. Cross-platform behavioral fingerprinting linking accounts based on behavioral rather than technical signatures.
OSINT & Digital Forensics
ActiveAdvanced open-source intelligence collection, digital footprint analysis, identity correlation, and infrastructure mapping for investigative support.
AI for Cybersecurity
ActiveApplication of artificial intelligence and machine learning to threat attribution, behavioral analysis, and automated threat intelligence.
Research Roadmap
Current Work
- \u2022AnubisX Framework validation infrastructure
- \u2022Cross-platform behavioral fingerprinting
- \u2022Multi-modal fusion algorithms
Near-Term Goals
- \u2022Ground-truth labeled dataset acquisition
- \u2022Formal experiment execution (38 experiments)
- \u2022Confidence calibration (ALG-023)
Long-Term Vision
- \u2022Multi-platform behavioral attribution
- \u2022Real-time attribution systems
- \u2022Industry-standard forensic tool integration
Explore the AnubisX Framework
A formal framework for behavioral digital attribution with 16 axioms, 292 mathematical objects, and 37 algorithms across 5 behavioral modalities.
View Framework