Stage 4 / 7 · Trigger unauthorized behavior
Exploitation
Vulnerability exploitation, user execution, and trust or credential abuse that turn exposure into access.
90 readings · Guides can appear in more than one stage.
Understanding Exploitation
Exploitation is the triggering of behavior that gives the adversary an opportunity to run code or cross a security boundary. A software vulnerability is a common mechanism. In the broader intrusion story, user actions and failures of trust can also help turn delivered content into unauthorized execution.
Typical activities
- Trigger a flaw in an exposed application, client, document parser, or operating-system component.
- Cause a user or application to execute adversary-controlled content.
- Use the resulting execution or access to establish an initial foothold.
Example: A crafted request reaches a vulnerable application and is followed by an unexpected child process. The request and process relationship are stronger evidence of exploitation than the presence of an unpatched version alone.
A vulnerability scan identifies a possible weakness; it does not prove successful exploitation. Credential guessing, stolen-account use, and permission abuse can provide access without exploiting a software flaw. Relevant guides include these adjacent access paths with that distinction preserved.
Defender’s question: Which request, input, or user action crossed the boundary, and what evidence shows that it succeeded?
Guides and articles by Andrey 87
WiFi cracking with Aircrack-ng
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Accessing Remote Desktops: A Beginner’s Guide to RDP Cracking with Crowbar and PPG tools
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Monitor and Audit RDP Access.
Exploiting FTP Vulnerabilities for Effective Penetration Testing
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: 2. Test for Common Vulnerabilities · 3. Misconfigurations and Default Credentials.
Cracking Telnet: Exploring Weaknesses and Exploitation Techniques
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Common Vulnerabilities in Telnet · 1. Weak or Default Credentials.
Cracking RTSP Security: A Comprehensive Guide to Using the RTSP Brute Force Tool
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Understanding RTSP and Its Vulnerabilities · And if you want to connect to camera and you don’t know a valid credentials?.
Cracking SSH with Metasploit: A Step-by-Step Guide to Exploiting Weak Credentials
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Common Vulnerabilities in SSH · 1. Weak or Default Credentials.
Cracking Web Interfaces with Burp Suite: A Comprehensive Tutorial
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Passwords cracking.ZIP, PDF, WEB, RDP, SSH, Cameras…
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: 2. Predicting Vulnerabilities.
Mastering Hydra: The Ultimate Guide to Network Logon Cracking
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
SQLMap: A Deep Dive into Automated SQL Injection Testing. Part 1. (basic, wizard)
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Accessible DBMS.
SQLMap: A Deep Dive into Automated SQL Injection Testing. Part 2. (Advanced, custom setup)
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Use Case 1: Testing a Website with Delayed Responses for Time-Based SQL Injection · Use Case 3: Automated Extraction of Sensitive Data Post-Exploitation with Specific HTTP Headers.
Mastering Burp Suite Vulnerability Scanner
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Tool Overview: Burp Suite Automatic Vulnerability Scanner · Running and Using the Automatic Vulnerability Scanner in Burp Suite.
Nikto: Uncovering Web Server Vulnerabilities with an Open-Source Scanner
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: 3. Vulnerability Findings.
OWASP ZAP: A Comprehensive Guide to Web Application Security Testing
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Using OWASP ZAP for Identifying and Mitigating Web Application Vulnerabilities.
Web Applications Penetretion Testing. Stage 2: Scanning and Vulnerability Assessment
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Web Application Vulnerability Scanning · 4. SQL Injection Scanning.
The Basic Toolkit for Penetration Testing
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Unlocking Vulnerabilities: A Comprehensive Guide to Essential Tools for Pen Testing · Vulnerability Scanning and Enumeration.
The Ultimate Guide to Metasploit. Part 1.
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: A Complete Guide to Exploiting Vulnerabilities and Strengthening Security with Metasploit · Viewing Vulnerabilities.
Metasploit modules guide. Auxiliary
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: 4. Vulnerability Scanners.
How to Create a Vulnerable Windows Virtual Machine for Pentesting Training with scripts!
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: 3. Introducing Vulnerabilities.
Title Metasploit modules guide. Exploit
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Complete Explanation of Exploit Mode in Metasploit · Exploit Module Categories.
SOC Tier 1: The Complete Onboarding Guide to Security Monitoring and Incident Response
Defensive support: SOC triage and event interpretation help establish access and execution evidence.
Read: 3. Exploitation.
Cyberattacks on 4G/LTE Telecom Networks: Threat Mapping and Defense
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Stage 1: Access Network (UE to eNodeB via Uu) · Adversary Exploitation.
Cyberattacks on 5G Telecom Networks: Threat Mapping and Defense
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Stage 1: 5G Radio Access (UE to gNB, NG-RAN) · Adversary Exploitation.
Quick‑Start Server Hardening Checklist (all open‑source)
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: ISO 27001-Based Server Hardening Plan · 1. Access Control (ISO 27001 — A.9).
From Bugs to Breaches: Learning Secure Coding Through the OWASP Top 10
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: A01: Broken Access Control · A03: Injection — A Comprehensive Guide.
Villager: The AI-Powered Penetration Testing Framework
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Automating a Safe DVWA Lab with Ansible: Build a Reproducible Vulnerable Environment for Training…
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Cloud-Native Security Threats, Attacks, and Detection Strategies
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Getting More from Burp Suite with LLMs
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Executive summary.
Enhancing Penetration Testing with HackerAI: Step-by-Step Guide (Metasploitable Lab)
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: **CRITICAL VULNERABILITIES (Immediate Root Access)** · **HIGH-PRIORITY VULNERABILITIES**.
AI-Driven Pentesting at Home: Using HexStrike-AI for Full Network Discovery and Exploitation
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: How I Used Gemini + HexStrike-AI on Kali Linux to Scan, Enumerate, and Exploit My Own Network · Phase 3: Vulnerability Discovery.
AI-Driven Web Application Pentesting with HexStrike-AI
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: What HexStrike Executes · Step 7: Exploitation Summary.
AI-Driven Wireless Penetration Testing. One Promt WIFI cracking
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Burp Suite MCP + Gemini CLI
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: 6) Validate the connection · Finding 1 — Remote Code Execution via insecure upload handling (Critical).
HexStrike+OpenAI Codex. AI-Driven Exploitation of Metasploitable.
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Phase 3: Vulnerability Discovery (What Stood Out Immediately) · Phase 4: Exploitation (With Proofs).
HexStrike + Gemini. AI-Assisted SSH Credential Brute-Force
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: From Service Validation → Dependency Fixes → Findings → Defensive Takeaways · Step-by-step execution flow.
Building an Extremely Vulnerable Windows 10 Lab: A Step-by-Step Guide (Bonus:Full PT with…
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Building an Extremely Vulnerable Windows 10 Lab: A Step-by-Step Guide (Bonus:Full PT with Hexstrike) · Step 3: Configure Basic Networking and Access.
HexStrike + Gemini. AI-Assisted SMB Exposure Credential Brute-Force
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Execution flow (what actually happened) · 6) Credential hygiene test succeeded (but reveals systemic weakness).
Building an Extremely Vulnerable Ubuntu 24.04 Server Lab (Bonus: Full PT with Hexstrike)
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Step 4: Configure Basic Networking and Access · Step 5: Introduce Vulnerabilities Using Bash Script.
HexStrike + Cursor (MCP): From Single Target → Full Subnet Compromise (Lab PT Walkthrough)
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
The One-Prompt PT Lab: Autonomous Android Security Research with Cursor AI
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: From Bare Directory to Full Exploitation: A Case Study on OWASP UnCrackable L1 · The “One Prompt” Execution Flow.
Deploy a Complete Active Directory PenTest Lab in One Prompt with Cursor AI
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Step 8: Generate Deployment Proofs (with Validation) · Access Credentials.
Active Directory Lab for PenTest. Manual Deployment Guide
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Vulnerability Configuration · Create Vulnerability Configuration Script.
Active Directory Penetration Testing
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Phase 4: Password Discovery and Credential · Strategy: Gaining Valid Credentials.
AI-Driven Black Box Active Directory Penetration Testing
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Fully Automated AD Discovery and Exploitation with Cursor AI and HexStrike-ai MCP. From IP to Full dump · Phase 4: Credential Discovery.
ADCS ESC8 Attack: Certificate-Based Domain Compromise — Complete Guide
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Understanding the Vulnerability · Scenario 1: Initial Access with Low Privileges.
Building a Vulnerable GCP Pentest Lab with Terraform
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Step 3: Authenticate and Set Up Application Default Credentials · Step 3.2: Set Up Application Default Credentials (Required for Terraform).
Cursor + Hexstrike. Fully Automated ADCS ESC8 Attack
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Phase-by-Phase Execution · Phase 2: Credential Acquisition.
A Complete Cloud Penetration Testing Walkthrough
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: How I Discovered Critical Vulnerabilities in a Cloud Environment Using Basic Tools and Methodical Testing · Testing Command Injection.
AI-Assisted Web and Cloud Penetration Testing with Cursor + MCP HexStrike and Burp Suite MCP.
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: GCP Metadata Access: Complex Command Execution · Executive Summary.
Building a Vulnerable Kubernetes Lab: A Complete Guide to 25 Critical Security Issues
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Step 3: Build Vulnerable Application #1 (SQL Injection) · Step 4: Build Vulnerable Application #2 (Command Injection).
Black-Box Kubernetes Penetration Testing Playbook
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Phase 1: Initial Access · What is Initial Access?.
One-Prompt AI-Powered Black-Box Kubernetes Penetration Test
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Executive Summary · Stage-by-Stage Execution.
GCP Penetration Testing: A Step-by-Step Attack Guide
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: 2. Cloud Function Command Injection · Exploitation.
Build a Vulnerable IIS SharePoint Lab with Fluent Bit: Complete Deployment Guide
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: 6. Vulnerable SharePoint App · 7. IIS Log Types: Access vs Error.
The Complete Guide to AI-Driven Penetration Testing: Cursor, MCP, and the Modern PT Workflow
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: 5.3 Exploitation · 5.4 Post-Exploitation.
CTI Research: Handala Hack Group (aka Handala Hack Team)
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Executive Summary · Initial Access and Delivery.
CTI Research: Sandworm / APT44
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Executive Summary · 2021–2025 (Edge Misconfiguration-Focused Access Campaign).
CTI Research: MuddyWater/Seedworm (Mango Sandstorm)
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Executive Summary · 2019–2020: Expansion and First Public CVE Exploitation.
Building a Dockerized AI-Powered Host Vulnerability Assessment Tool
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Executive Summary · LAN Attacker → SMB Exploitation → SUID Binary Privilege Escalation → Full Root Compromise.
Building a Vulnerable Cloud Pentest Lab with Terraform
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: If the link fails with permission denied · Step 5 — API Enablement & Permissions.
StratusAI: I Built an AI-Powered Cloud Security Scanner for AWS and GCP — Here’s Everything
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Executive Summary · Zero-Credential Cloud Function Secret Exfiltration and Full Project Takeover.
CVSS v4.0: The Practical Field Guide for Vulnerability Management
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: New Threat Metric: Exploit Maturity (E) · Threat Metrics in Practice: KEV, EPSS, and Exploit Feeds.
Building an Android App Analysis Lab on Ubuntu: A Practical Setup Guide
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Android Emulation & Virtualisation
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Android APK Vulnerability Research Complete Guide
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Modern exploits chain multiple layers. A typical chain · Vulnerability Classes — Deep Dive.
Deliberately Vulnerable Android App Covering Every OWASP Mobile Top 10 Class
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Why Another Vulnerable App? · Vulnerability Classes.
CTI Research: Kubernetes & Cloud-Native Threat Landscape
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Executive Summary · 1.6 FAMOUS CHOLLIMA — DPRK Fake-Worker / Insider-Access Cluster.
Vulnerable AI Lab
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Technical Guide for Usage, Attack Testing, Scenario Authoring, and Vulnerability Module Development · Built-In Vulnerability Modules.
AI Offensive Security: Practical Attacks Against LLM Agents
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Attack 1: Indirect Prompt Injection via RAG/Documents · Indirect Prompt Injection via RAG — Lab Explanation.
APT41 Targeting Pharmaceutical Sector: Log4Shell to Domain Compromise
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: 1. Executive Summary · 5.2 Initial Access — Log4Shell CVE-2021–44228 — T1190.
Lab Architecture — Operation DragonRx
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Attack Playbook — Operation DragonRx
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Phase 1: Initial Access — Log4Shell (CVE-2021–44228) · 3.3 Credential Discovery in WEB01 Config.
CTI Kill Chain: An Analyst Guide With Real-World Evidence
The EternalBlue and identity-trust examples separate vulnerability exploitation from credential-based access.
Read: Executive Summary · Example 1: APT1 used spearphishing as an access path.
CTI-Led Defensive Strategy for a Cellular Provider (Case Study)
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Executive Summary · Detection theme 2: telecom core reconnaissance and subscriber-data access.
Comprehensive Cyber Intelligence Research: Attacks Against Embedded Systems, Hardware, Firmware…
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Executive intelligence judgment · 2. Post-compromise persistence is the real risk, not only initial CVE exploitation.
What Is Malware?
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: 7. Backdoors and Remote-Access Trojans · Remote-Access Trojan.
AI Security Course, Module 00 — Chapter 4
The prompt-injection and tool-authorization sections explain untrusted-input exploitation; foundational Transformer material is supporting context.
Read: Role labels are not access-control boundaries · 13. Prompt injection and instruction conflicts.
Cyberattacks on Big Pharma and Its Ecosystem: Threat Actors, Attack Surfaces, TTPs, and Defensible Lessons
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Red Team Field Guide — Cyber Knowledge
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Validation track · Process and execution context.
Vulnerability R&D Field Guide — Cyber Knowledge
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Weakness, vulnerability, and exposure · Memory and execution model.
Secure Code Field Guide — Cyber Knowledge
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Vulnerability · Authorization, object access, and tenant isolation.
Blue Team Field Guide — Cyber Knowledge
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Identity, asset, service, vulnerability, and business context · Vulnerability context.
Cloud Security Field Guide — Cyber Knowledge
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Posture, exposure, and exploitability · Network, edge, service communication, hybrid access, and zero trust.
AI Security Field Guide — Cyber Knowledge
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Prompt injection, instruction hierarchy, and secure output handling · ATT&CK knowledge mesh for Prompt injection, instruction hierarchy, and secure output handling.
AI-Driven Offensive Security — 1200km
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
HexStrike AI Penetration Testing Guide — 1200km
Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Practical exercises 2
Validate a command-shell detection candidate
Supporting exercise: Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Validate a simulated agent permission boundary
Supporting exercise: Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: Permission and observation boundary.
Attributed TrainSec readings 1
Public technical readings by the credited TrainSec authors. These link to the original canonical publications and are separate from Andrey’s original companion guides. Private course lessons are not reproduced here.
Running an Executable as SYSTEM: Unlocking Windows Privilege Escalation Techniques
By Pavel Yosifovich. Attributed TrainSec technical background: Use the vulnerability, execution, or access-abuse walkthrough and its stated lab or evidence boundaries.
Read: 🧪 Final Result: SYSTEM-Level Execution.
Authoritative external resources
Read Lockheed Martin’s Cyber Kill Chain for the stage definition, then use these primary technical references:
- MITRE ATT&CK T1203: Exploitation for Client Execution.
- MITRE ATT&CK T1190: Exploit Public-Facing Application.
Defensive focus: Connect the triggering request or action to execution and identity evidence. Credential abuse is not automatically a software exploit.
Methods across stages
Use the CTI Analyst Field Manual for evidence and confidence, detection engineering guide for telemetry and validation, and practical learning paths for bounded exercises. These methods support several stages; they are not additional Kill Chain stages.
Source lifecycle, version boundaries, course access terms, and lab limitations still apply. Password recovery and lab exercises are learning analogues, not evidence of a real compromise.