Tutorials

Technical guides and walkthroughs.

Hands-on tutorials covering system administration, security hardening, and infrastructure automation.

Learning Paths

Structured series that build skills progressively.

Linux Exploitation Fundamentals

A progressive path from CPU registers to remote exploitation, covering stack overflows, ROP chains, NX and ASLR bypasses on x86 and x64 Linux.

1
x86 and x64 Registers and Calling Conventions beginner
2
The Stack: Memory Layout and Function Frames beginner
3
Linux Syscalls for Exploit Development intermediate
4
Basic Stack Buffer Overflow on x86 intermediate
5
Stack Buffer Overflow on x64 Linux intermediate
6
Redirecting Execution to Hidden Functions beginner
7
Return-to-libc Attack on x86 intermediate
8
ROP Gadget Hunting Toolkit: ropper, ROPgadget, and GDB-PEDA intermediate
9
Bypassing NX with ROP on x64 Linux advanced
10
Bypassing NX with mprotect ROP Chains advanced
11
Bypassing ASLR on x64 Linux advanced
12
Remote Exploitation with Socket Reuse Shellcode advanced

Windows Exploitation

Exploit development on Windows — from classic stack overflows through SEH hijacking to egghunter techniques using Immunity Debugger and mona.py.

1
Windows Stack Buffer Overflow intermediate
2
Windows SEH Overflow Exploitation advanced
3
Windows Egghunter Exploitation advanced

Embedded Systems & Firmware

Build an embedded security lab with Buildroot and QEMU, audit the attack surface of minimal Linux images, and reverse-engineer real firmware.

1
Cross-Compiling and Debugging with Buildroot, QEMU, and GDB intermediate
2
Attack Surface Analysis of a Minimal Embedded Linux Image intermediate
3
Firmware Extraction and Reverse Engineering with Binwalk and Ghidra advanced

ML for Security

Apply machine learning to security operations — from local RAG pipelines and anomaly detection to ROP gadget classification with XGBoost.

1
Build a Local RAG Pipeline with Ollama and ChromaDB intermediate
2
Anomaly Detection on Linux Audit Logs with Isolation Forest intermediate
3
Training a ROP Gadget Classifier with XGBoost advanced

LLM Red Teaming

A progressive path from LLM fundamentals through prompt injection, jailbreaking, and agentic exploitation to structured red teaming methodology for production AI systems.

1
LLM Tokens, Context Windows, and the Attack Surface beginner

Feb 27, 2026

beginner

LLM Tokens, Context Windows, and the Attack Surface

Understand how large language models process text through tokenization, manage context windows, and where these mechanics create exploitable attack surface for red teamers.

Technical guides and walkthroughs.

Topics

Learning Paths

Linux Exploitation Fundamentals

Windows Exploitation

Embedded Systems & Firmware

ML for Security

LLM Red Teaming

LLM Tokens, Context Windows, and the Attack Surface

WebMCP Attack Surfaces: When AI Agents Call Your Website

Container Escape: Namespace and Privilege Breakouts

Training a ROP Gadget Classifier with XGBoost

Attack Surface Analysis of a Minimal Embedded Linux Image

Firmware Extraction and Reverse Engineering with Binwalk and Ghidra

Cross-Compiling and Debugging with Buildroot, QEMU, and GDB

Anomaly Detection on Linux Audit Logs with Isolation Forest

Build a Local RAG Pipeline with Ollama and ChromaDB

Writing Your First Wazuh Custom Decoder and Rule

Recovering from a Pop!_OS Kernel Panic on System76

Windows Egghunter Exploitation

Windows SEH Overflow Exploitation

Windows Stack Buffer Overflow

Remote Exploitation with Socket Reuse Shellcode

Bypassing ASLR on x64 Linux

Bypassing NX with mprotect ROP Chains

Bypassing NX with ROP on x64 Linux

ROP Gadget Hunting Toolkit: ropper, ROPgadget, and GDB-PEDA

Stack Buffer Overflow on x64 Linux

Return-to-libc Attack on x86

Redirecting Execution to Hidden Functions

Basic Stack Buffer Overflow on x86

Linux Syscalls for Exploit Development

The Stack: Memory Layout and Function Frames

x86 and x64 Registers and Calling Conventions

Arch Linux Installation Guide