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Initializing quantum state...
Initializing quantum state...
Publications
Security research, technical guides, and methodological write-ups. Content ranges from practitioner field notes to formal research papers.
Complete architecture document for the MOD-OSINT entity intelligence platform. Covers the full 6-phase development lifecycle, team role structure, UML system diagrams, event-bus flowcharts, git branch strategy, handoff schema, context snapshot format, and annotated pseudocode. Phase 0 complete; Phase 1 (intelligence module layer) active.
Interactive reference portal for two foundational Kali Linux tools. Burp Suite Community Edition: intercepting proxy, HTTP/S traffic inspection, Proxy/Repeater/Intruder/Decoder/Comparer module model, TLS trust architecture, and workflow documentation. Bettercap: session-based modular network inspection framework, caplet automation, module layer taxonomy, defensive indicators, and log normalization patterns. 44 searchable tabs with copy-enabled code blocks.
A systematic investigation of adversarial machine learning attacks against network-based intrusion detection systems — demonstrating that gradient-guided perturbations, feature-space manipulation, and black-box transfer attacks can significantly degrade detection accuracy while preserving network functionality. Provides a framework for adversarially robust IDS design.
A systematic framework for using large language models as disambiguation oracles in automated OSINT pipelines — addressing the core entity resolution problem where multiple data sources reference the same real-world entity through different identifiers, aliases, or incomplete records.
Compatibility matrix for KOE module support across tested Android devices — covering wireless chipset monitor mode, USB gadget emulation, and Bluetooth HCI access.
Step-by-step kernel porting workflow for building KOE-compatible modules against a target Android device tree — covering toolchain setup, config extraction, and out-of-tree module compilation.
Architecture overview of the Kali NetHunter Kernel Overlay Extension — how it patches Android kernels at runtime to expose offensive security primitives without full device flash.
A structured reference guide covering Burp Suite Community Edition and Bettercap — their architectures, module models, operational envelopes, defensive perspectives, and integration patterns within authorized security research workflows. Written for practitioners in the Cyber Forensics Training and MOD-OSINT research tracks.
A modular, event-driven Python pipeline that automates 802.11 wireless security assessment — from raw frame capture through structured vulnerability scoring, graph visualization, attack vector recommendation, and formal report generation. Developed as cybersecurity research for CIT under University of Michigan-Flint supervision.
A hands-on reference covering installation, tool configuration, network reconnaissance, exploitation workflows, and post-engagement reporting.
On the roadmap
Technical deep-dive companion to the Research page KOE stub — kernel patches, app install matrices, and field notes.
Graph-theoretic approaches to open-source intelligence: node models, relationship inference, and Neo4j schemas.
Integrating large language models into digital forensics workflows without compromising chain of custody.