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James (Fyyre)

Kernel Internals, Reverse Engineering & AI Observability

Security Architect & Low-Level Researcher specializing in Windows kernel internals, reverse engineering, anti-tamper mechanics, and LLM behavioral telemetry.


Core Focus Areas

  • Windows Kernel Internals & Drivers: WDM/KMDF, PatchGuard/DSE analysis, bootloader mechanics, kernel-mode execution guarding.
  • Reverse Engineering & Binary Analysis: WinDbg / IDA, x86_64 (ARM64 as needed), symbol resolution, live process and binary recovery.
  • Anti-Tamper & Runtime Isolation: Hook detection, anti-debug, memory integrity, execution-state isolation in high-concurrency clients.
  • AI Observability: Telemetry on inference-time regime deviation — activations, attention, KV cache, routing — same diagnostic posture as kernel tracing, applied to black-box models.

Collaborative Projects

  • UPGDSED — Universal PatchGuard and Driver Signature Enforcement Disable (Co-creator with @hfiref0x).
  • DrvMon — Advanced real-time kernel-mode driver monitoring utility (Created with @hfiref0x).

AI Observability

  • Noesis Tension — A telemetry-based diagnostic tool for analyzing internal behavioral regimes of large language models during inference.
  • Noesis — A lightweight toolkit for inspecting transformer internals through residual traces, drift metrics, and token-level activation deltas.

Process Introspection

  • UEFind — Windows x64 WinAPI tools for inspecting Unreal Engine processes.

Misc / Utilities

  • XDE 2.0 — z0mbie's eXtended disassembler engine for x86, x86-64, VEX, EVEX, and XOP
  • LDASM64 — x86-64, VEX, EVEX, XOP instruction length disassembler (maintenance port).
  • secrep — rebuilding sections in unpacked binaries.
  • grok-chat-saver — Save complete Grok chats as markdown

Research & Publications


Historical Projects

  • Kernel Detective — Early anti-rootkit / kernel introspection framework (ARK-era tool)
  • proxy_dll — CRT initialization trick for hooking protected applications
  • ntdll.h — Clean, minimal Windows NT headers (when Windows.h became too heavy)
  • lin2lua_ct2_3 — Legacy Lineage II CT2.3 Lua Script control
  • bdo_extender — Archival snapshot of my BDO Client Extender
  • old site — Archived articles and notes from the original fyyre.net

Connect

  • Email: fyyre [at] fyyre [dot] net
  • Security: PGP Key
  • Open to serious technical collaborations in Systems Internals and reverse code engineering.

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