Hello, Open World

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Hello, Open World

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Hello, Open World

1_RTO

1.1 Red Teaming 101

1.1.1 OW64

Recon

Scenario 1: External Recon — Scanning From Outside The Network

Scenario 2: Internal Recon — On The Network, No Credentials

Scenario 3: Authenticated Pivot — SSH / Chisel / Ligolo-ng SOCKS

Scenario 6: Low-Footprint Alternatives — When Nmap Says "Filtered"

Scenario 7: Blue Team Detection Architecture

8. Jump_Server_Quickstart

Open-Source Intelligence — Corporate Finance Recon Reference

Windows AD Recon — GOAD-Light Lab

Windows Tradecraft

Active Directory

1. External Initial Access

2a. Credential Harvesting

2b. Gaining Access Without Credentials

3. Entering a Domain-Joined Machine

4. Enumerating a Domain-Joined Machine

5a. Privilege Escalation

5b. Establishing Persistence

6. Enumerating Forest and Trust Relationships

7. Pivoting to Other Machines on the Network

8. Owning a Domain Admin

Windows Authentication, Relay, and Lateral Movement

Case Studies

EDR Evasion

1c. RC4-Based Self-Decrypting Payload (C++)

**3. AES-Based Self-Decrypting Payload (C++)**

1e. Advanced UPX Methods for Modifying Binary Structure

2. Direct syscalls intro

**1. EDR Detection & Bypass Techniques**

2a. Direct Syscalls cpp

2b. Indirect Syscalls intro

2c. Indirect Syscalls -Tool

Windows Attacks

Enumerate Windows

OW64 Windows Tradecraft — Detailed Notes

Red Teaming 101: Master Index

0.1 SecureHomelabs

0.2 Red Team Workspace Cheatsheet

1.1a Linux Deep Dive P1

1.1b Linux Deep Dive — Part 1b: Privilege Escalation

1.1c Linux Deep Dive — Part 2: Looting, Persistence, Cleanup & C2

1.3 — macOS Post-Exploitation

Pillar 1: Linux Red Teaming & Privilege Escalation

2.1 Windows Active Directory — Attack Vectors & Paths

4.1 — Pivoting and Tunneling

Pillar 4: Networking, Pivoting & Tunneling

Pillar 5: Cloud Attack

6.1 EDR Evasion

6.2 Syscall-Based Evasion — Deep Dive

Pillar 7: C2 Operations

1.1 Red Teaming 101 — Index

1.2 Web

1.2.1 Learn Web

Web Architecture 101

Web security control map

4. Web Application Server Security- Defending Against Attacks

6. Web Caching Security- Attacks & Mitigation Strategies

9. Introduction to Data Pipeline Security

1. HTTP Headers

1. What is WebAssembly (WASM) on the Web?

1.2.2 Attack Web

Data Wrapper

Java Data Wrapper

Javascript Data Wrapper

Debugger and Logger

Frappe - Python

Debugger - .net - DNN

Debugger - Docker and NodeJS

Debugger - ERPNext Frappe

Debugger - Java - VSCODE

Debugger-Docker

Logger - MongoDB

Logger - Oracle Database

Logger - SQLite

Deserialization - .net

Black Box Appraoch

Debug with dnspy - DNN

GraphQL

0. GraphQL Attack Flow

3. Introspection - Getting information

3.5 Connection Type

6. 'Something' doesn't exist on type 'Query'

JAVA

Javascript

Session Riding CSRF

javascript payload session riding - CSRF

Javascript, Nodejs, Express, Webpack

NodeJS - Handlebars

MYSQL

Collation - MySQL

MariaDB Query Logging

PHP

postgresSQL

0. PSQL Extensions attack - UDF

1.1 PSQL Large Object Shell -linux

Large Object Reverse shell Python code

poc.c Local execution arking.

psql poc.c - reverseshell

Remote execution py

Prototype

Main Prototype pollution

Regex

SSRF

SSTI

Server Side Template Injection

web_pentesting_checklist

3. Command Injection

Attack Web — validation index

1. What is JWT?

Web Fingerprint — Passive-First Python Script

Web Security — Index

1.3 Clouds

1.3.1 Learn Cloud

0.1.1. General

0.1.1.1. Clouds

0.1.1.2. Clouds testing Scoping

0.1.1.3. Associate roles and services

0.1.2 Azure

0.1.2.1. Azure General

IAM

1 OpenID Connect

Security Token Service

AZURE CLI Tab Completion

Azure Powershell

Azure REST API with Azure CLI

Built-in Permissions

Microsoft Graph

Tenant, Subscription, Resource

0.1.2.2. Azure Services

Azure API Management

Azure App Services

Azure Automation

Azure Function Apps

Azure Key Vaults

Azure Kubernetes

Azure Logic App

Azure Storage Account

Azure Virtual Machine

0.1.3 AWS

0.1.3.1. AWS Resources

AWS Cloud Services

1.3.2 Attack Cloud

0.2.1. General

Cloud Security Validation — Scope Before Access

0.2.1.2. Search for Credentials - Services

0.2.1.3. Search for Credentials - File

0.2.2. AWS

flaws.cloud

AWS Practice 2 -flaws2.cloud

skills

Tips

AWS Access Key to Web

AWS Signed API Request

AWS Signing and Authenticating REST requests

0.2.2.1. AWS - Search for Creds

0.2.3. Azure

PwnedLabs

1. Azure Blob Container to Initial Access

2. Unlock Access with Azure Key Vault

4. Loot Exchange, Teams and SharePoint with GraphRunner

8. Execute Azure Credential Shuffle to Achieve Objectives

skills

Azure - Search for Creds!

Enumerate with credentials

Enumerate without Credentials - Inside of Virtual Machine

Tool - AADInternal

Tool - Azrecon.sh

Tool - AZSubEnum - Subdomain Enum

Collection of custom BloodHound queries

Tool - BloodHound

Tool - GraphRunner

Tool - Name mesh

Tool- RoadRecon

Tools - Password spray

0.2.4 GCP

1. GCP - Search Creds

Cloud Security — Index

1.4 Tunneling

Tunneling — Index

1.5 Syntaxes

Syntax References — Index

Transfer files with SCP

1.6 Kubernetes

Kubernetes — Index

Kubernetes Validation Catalog

1.7 Wireless

Wireless and SDR — Index

Docker

Docker — Index

1_RTO — Index

2_AI

2.1 Learn AI

01-foundations

AI Foundations — Index

AI, Machine Learning, Deep Learning, and Generative AI

Data, Training, Validation, and Inference

Neural-Network Basics

Transformers and Attention

Tokens, Embeddings, and Context

Generation, Decoding, and Hallucinations

Model Families and Multimodality

AI as a Glass Box — Observe the Complete Run

AI as a White Box — Trace a Tiny Language Model

02-using-ai

Using AI Effectively — Index

Frame the Job and Success Criteria

Context Engineering for Users

Verification, Citations, and Abstention

Model Selection, Cost, and Privacy

Repeatable User Workflows

03-harness-engineering

AI Harness Engineering — Index

What Is an AI Harness?

AI Harness Reference Architecture

Instruction and Context Assembly

Model Adapters and Routing

Tools and Structured Outputs

State, Memory, and Checkpoints

Permissions, Sandboxing, and Human Approval

Retries, Idempotency, and Recovery

Observability, Cost, and Run Records

Harness Contract and Lifecycle

04-agents-and-tools

90-existing-mcp-notes

MCP Discovery — Authorized Inventory

MCP Version History and Compatibility

MCP Security Engineering

91-existing-agentic-ai-note

Agents and Tools — Index

Agents Versus Workflows

AI Workflow Patterns

Planning Loops and State Graphs

Tool Use and the Model Context Protocol

Multi-Agent Systems

Human-in-the-Loop Control

Skills and Capability Packages

05-knowledge-systems

AI Knowledge Systems — Index

RAG Reference Pipeline

Ingestion, Chunking, and Metadata

Retrieval, Hybrid Search, and Reranking

Grounding, Citations, and RAG Evaluation

Memory, RAG, CAG, and Fine-Tuning

Graph and Structured Retrieval

06-building-and-deployment

Building and Deploying AI — Index

API-Hosted Versus Local Models

AI Frameworks Without Lock-In

Fine-Tuning, PEFT, and Distillation

Inference, Quantization, and Serving

Multimodal Application Pipelines

AI Production Release Lifecycle

07-evaluation-and-operations

AI Evaluation and Operations — Index

Evaluation Layers and Metrics

Evaluation Datasets, Rubrics, and Edge Cases

Deterministic Checks, Model Judges, and Humans

Online Monitoring and Drift

Experiments, Versioning, and Regression Gates

AI Incidents and Change Management

08-security-privacy-governance

AI Security, Privacy, and Governance — Index

Threat-Model the Complete AI System

Prompt Injection and Untrusted Content

Data Privacy and Sensitive Information

Model, Data, and Software Supply Chain

Excessive Agency and Tool Risk

Govern, Map, Measure, and Manage AI Risk

09-automation

AI Automation — Index

Event-Driven AI Automation

Scheduled AI Research and Reporting

n8n AI Workflow Safety and Operations

10-labs

02-local-rag-cas-existing

rag_backend

2. requirements.txt

4. doc_processor.py

5a. vectorizer.py

5b. ollama_embed.py

uploader.py - CLI TOOL

**🐳 Docker Compose Overview**

Practical AI Labs — Index

Lab 1 — Prompt and Verification

Lab 2 — Local RAG

Lab 3 — Read-Only Tool Agent

Lab 4 — Production Harness Capstone

11-reference

AI Reference — Index

AI Authoritative Source Ledger

Dumpster AI Research Map

agentctl Research Audit — Learn AI Curriculum

Legacy AI Content Fact-Check Matrix

Core Curriculum Verification Register

Learn AI — Curriculum Index

3_Platform Internals

3.2 Windows OS

6.1 Learn Windows

1. Windows Basic

Windows Authentication System

LSASS - Local and Domain

Security Account Manager - Local

Windows Credential Manager

1. Portable Executable Structure

From PE file to process memory

3. Flow of System Calls - ntdll.dll, kernel32.dll

Win32 API and Windows Native API

5. Syscalls Flow

Windows system calls: deeper flow

5b. From Memory - PEB_TEB

1. Execution of EXE and DLL Files

7. Platform Invoke .net specific

Windows Service Control Manager

USB device discovery and driver loading

Windows Authentication Systems ( Pending)

Windows Management Instrumentation architecture

Windows Remote Management

Windows User Rights

1a. Windows Defense Mechanism

1. EDR Intro

1. Let's understand EDR like a blue team

Windows defense mechanisms

Windows Code Integrity and App Control

Platform Internals — Index

4_Domain Playbooks

Drones

01-drone-landscape

02-radio-and-frequency-guide

03-safe-learning-path

LiteWing ESP32 Drone — From Box to First Flight

LiteWing First-Flight Runbook

LiteWing ML Autonomy — Phased Project Plan

RadioMaster Boxer ELRS — bench-only setup reference

RadioMaster Boxer — EdgeTX and internal ELRS firmware upgrade bench guide

11-wifi-fpv-drone-101-target-to-attack

sources-and-fact-check

linux

Linux Domain Playbook — Index

01-linux-internal-device-scan

02-linux-log-system

Mobility

01-methodology

Mobility Research Guideline — Initial Entry Vectors (Equipment & Site Focus)

02-theory

Mobility Security Assessment Threat Model

Mobility — The 5G Core, End to End

03-phases

02-ue-android-sim

04-open5gs_lab

01_4g_lte_fundamentals

02_5g_nsa_architecture

03_5g_sa_architecture

04_lab_4g_epc_docker

05_lab_5g_nsa_docker

06_lab_5g_sa_docker

07_kubernetes_deployment

08_threat_model_4g

09_threat_model_5g

10_threat_model_k8s_telecom

11_real_world_ss7_signaling

12_real_world_sim_identity

13_real_world_sms_malware

14_real_world_apt_mobile_ops

15_real_world_attack_matrix

16_android_cell_analysis

17_test_plan_4g_5g_holistic

18_test_plan_mobility_site_to_core

05-hardware

Mobile Security Research Lab — Equipment Guide

Pixel 9 — Mobile Security Research Setup

06-toolkit

MBX-02 & MBX-08 — App Interception Toolkit

07-test-plans

Master Blackbox UE-to-Node Test Plan

09-evidence

Telecom Fraud Evidence Matrix

Scattered Spider to Telecom Fraud Evidence Matrix

12-incidents

01-proxy-cleanup-2026-05-22

02-proxy-cleanup-script

13-apt-threat-intelligence

Mobility APT Threat Intelligence — Index

Documented APT and Telecom Intrusion Campaigns

Mobility Attack Surfaces and Inspection Files

Local Open5GS Lab APT Exposure Map

Mobility APT Defensive Validation Backlog

Mobility APT Research Source Ledger

Mobility Domain Playbook — Index

windows

Choosing a DLL for Read-only Inspection

Windows Playbook — Index

Windows 11 Security Engineering — Map of Content

Module 1 — Kernel and Privilege Rings

Module 2 — User Mode and Syscalls

Module 3 — DLLs, Loaders, and PE

Module 4 — Filesystem, Folders, and Artifacts

Module 5 — Processes, Threads, and Handles

Module 6 — Applications, Services, and Autoruns

Module 7 — Security Engineer Map

Lab Workbook — Windows 11 (192.168.50.114)

Windows Defender — Architecture and Rulesets (Deep Dive)

Lab Baseline — Windows 11 (192.168.50.114)

Module 9 — Evidence, Event Logs, and Artifacts

Module 10 — LSASS, Identity, and Authentication

Lab Tools Inventory — Windows 11 (.114)

Module 11 — Sysmon First Hunt Workbook

AD Domain Lab Setup — TESTER.LAB

Module 26 — c2_rust Win11 Implant Hunt Correlation

30-windows-internal-device-scan

Domain Playbooks — Index

5_Projects

Phase 1 — Mobility (M1–M6)

999. Stuff

Automation

Automate OSWE starting routine

Learn Programming

Learn C_C++

**🔹 Fixing "openssl-mingw-w64 not found" & Missing OpenSSL Headers in MinGW**

Learn Python

Learn Rust

Rust Cross-Compilation Guide (Linux to Windows)

Publish Stuff

Digital Garden and github issue

Digital Garden Resources

Use Gemini with Obsidian

9999. Projects with Kids

Published — Index

Venv

#programming #python

Venv

python3 -m venv venv
source venv/bin/activate
pip3 install -r requirements.txt

deactivate

Connected Pages

Venv

Venv

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