Deploying LLMs Locally
Master the essential skill of setting up and running large language models locally. Learn to create controlled testing environments for safe AI pentesting without relying on expensive cloud APIs.

Prompt Injections and Data Leakage
Discover how to craft malicious prompts that bypass AI safety measures and extract sensitive information. Learn the techniques attackers use to manipulate ChatGPT, Claude, and other LLMs to reveal confidential data.

Insecure Output Handling
Learn how poorly designed AI integrations can lead to code execution, XSS attacks, and system compromise. Understand how to identify and exploit applications that trust AI-generated content without proper sanitization.

Training Data Poisoning
Discover how attackers manipulate AI training data to create backdoors and biases in machine learning models. Learn to identify poisoned datasets and understand the long-term security implications.

Supply Chain Attacks on AI Systems
Uncover how malicious actors compromise AI model repositories and dependencies. Learn to detect tampered models and secure your AI supply chain against sophisticated attacks.

Permission Issues and Privilege Escalation
Master the art of exploiting misconfigured AI deployments with excessive permissions. Learn how to abuse AI systems to access sensitive files, execute commands, and escalate privileges.

Excessive Agency Vulnerabilities
Understand how AI systems with too much autonomy can be manipulated to perform unauthorized actions. Learn to identify and exploit AI agents that make decisions without proper oversight.

Overreliance and AI Hallucinations
Exploit the tendency of AI systems to generate false information confidently. Learn how hallucinations can be weaponized and how organizations become vulnerable when they trust AI outputs blindly.

Pentesting AI Agents
Discover how AI Agents and integrations create attack vectors. Learn to identify and exploit vulnerabilities in AI ecosystem components that most security professionals overlook.

AI Red Teaming
Learn cutting-edge techniques used by APTs and elite red teams to weaponize AI for offensive operations. Understand how attackers use AI for social engineering, automated vulnerability discovery, and evasion.

Professional Reporting and Documentation
Master the art of documenting AI security findings in professional penetration testing reports. Learn to communicate complex AI vulnerabilities to technical and non-technical stakeholders effectively.