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Security Research & Deep Dives

Attack techniques, tooling breakdowns, and original research covering EDR evasion, Active Directory, Windows internals, and cloud security. Content you won't find elsewhere.

AI Red Team Adversarial ML LLM Security
Jun 2026 · 38 min read

AI Red Teaming: The Definitive Adversarial ML Field Manual

Prompt injection chains, RAG exploitation, MCP attacks, autonomous agent hijacking, gradient-based evasion (FGSM/PGD/CW), model inversion, black-box model stealing, training data extraction, supply chain trojans, denial-of-wallet — every advanced AI attack surface mapped and weaponized with working code.

AML.T0051 AML.T0020 AML.T0043 AML.T0048
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Persistence Active Directory Windows
Mar 2026 · 18 min read

Persistence Atlas: 19 Techniques Nobody Talks About

Shadow Credentials, AdminSDHolder backdoors, DCSync ACL delegation, Time Provider DLLs, AMSI Provider registration, Credential Provider DLLs — a complete reference of persistence vectors that fly under every defender's radar. Full implementation with commands.

T1098.001 T1547.003 T1546.015 T1003.006
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EDR Bypass Malware Dev C++
Feb 2026 · 22 min read

Building Chimera: An EDR Evasion Framework from Scratch

How I built a 12-technique EDR bypass toolkit in C++17 and MASM. Covers AMSI bypass (3 methods), ETW patching, NTDLL unhooking via NtOpenSection, direct and indirect syscalls via Hell's Gate / Halo's Gate, process hollowing, module stomping, and sleep obfuscation.

T1562.001 T1562.006 T1055 T1027.011
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C2 Infrastructure Python
Apr 2026 · 12 min read

GitHub Gist as C2: Living-off-the-Cloud Infrastructure

Building a stealthy C2 channel using GitHub Gist as the communications medium. Operator console, implant beacon, command dispatching — all over the GitHub API. Traffic blends with normal developer activity. Plus OPSEC considerations and detection signals.

T1102.001 T1071.001
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Shellcode Windows Internals Original Research
Jul 2026 · 32 min read

Crystal Palace: Advanced Position-Independent Code & Runtime Evasion

Deep dive into writing fully self-contained PIC shellcode with zero IAT dependencies — PEB walking, custom hash-based API resolution, stack-string obfuscation, XOR encoder stubs, direct syscall resolution via dynamic SSN enumeration, and novel runtime anti-analysis tricks. Full MASM and C implementations with original research.

T1027.011 T1620 T1055 T1059.001
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Azure AD Cloud Identity
Jan 2026 · 20 min read

Azure AD Attack Surface: The Complete Red Team Guide

Full breakdown of the Entra ID attack surface — service principal abuse, OAuth2 consent phishing, app role escalation, conditional access bypass, PRT theft, and Cross-Tenant access abuse. How to find and exploit every misconfiguration a real engagement would target.

T1078.004 T1528 T1550.001
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