Welcome to Free download educational resource and Apps from TUTBB

TUTBB · Aug 29, 2026

Master offensive & defensive AI security: 40+ labs on prompt injection, OWASP LLM Top 10, threat modeling & CAISP prep
What you'll learn

Exploit LLM applications hands-on: prompt injection, training data poisoning, excessive agency, insecure plugins, and data leakage

Apply the OWASP LLM Top 10, MITRE ATLAS, and STRIDE to threat-model real AI systems and build data flow diagrams for LLM apps

Run adversarial attacks with TextAttack, Foolbox, and BackdoorBox, then harden models with ART and adversarial training

Secure the AI supply chain using SCA tools, model scanning, SBOMs, model signing, and the SLSA and SCVS frameworks

Deploy AI firewalls, guardrails, input validation, output filtering, and model watermarking to protect production AI systems

Build an AI governance program aligned with NIST AI RMF, ISO/IEC 42001, and the EU AI Act, with a ready-to-use compliance checklist

Detect, contain, and recover from AI security incidents such as model poisoning and data exfiltration using dedicated playbooks

Complete a full AI security assessment capstone and prepare for the Certified AI Security Professional (CAISP) exam
Requirements

No AI or machine learning experience needed - we start from the basics

Just a computer, a web browser, and an internet connection - all labs run online, nothing to install

An interest in learning how AI systems are attacked and defended
Description
Artificial intelligence is now embedded in every layer of the enterprise, and attackers have noticed. Prompt injection, model poisoning, supply chain backdoors, and self-propagating AI worms are no longer theoretical. Organizations urgently need professionals who can both break and secure AI systems, and this course was built to create exactly that.
Please note: this is the recorded, self-paced version of InfoSec4TC's AI Security Specialist Live Workshop. You get the full 12-module curriculum, all instructor demonstrations, and 40+ lab walkthroughs exactly as delivered to our live cohort, and you can work through them at your own pace. Live Q&A, cohort community, and scheduled sessions are not part of this recorded edition.
Attack like a red teamer. You'll scan LLMs for agent-based vulnerabilities, bypass system prompts, poison training data, exploit insecure plugins, simulate poisoned CI/CD pipelines, launch dependency-confusion and supply chain attacks, and plant backdoors using professional toolkits such as TextAttack, Foolbox, and BackdoorBox.
Defend like an architect. You'll build secure chatbots, test robustness with the Adversarial Robustness Toolbox, threat-model with STRIDE, IriusRisk, and StrideGPT, generate SBOMs and sign models, deploy AI-specific WAFs and guardrails, watermark models against theft, and write incident response playbooks for compromised ML systems.
Govern with confidence. A dedicated module covers the NIST AI Risk Management Framework, ISO/IEC 42001, the EU AI Act, and US AI legislation, and closes with a practical compliance checklist you can apply immediately.
Every module combines theory, live demonstrations, and lab walkthroughs, so you learn by watching real attacks and defenses executed step by step. The course closes with a capstone assessment methodology that doubles as portfolio material and preparation for InfoSec4TC's Certified AI Security Professional (CAISP) credential.
InfoSec4TC has trained more than 5,000 security professionals worldwide and holds a 4.9-star Trustpilot rating. Whether you're a penetration tester, SOC analyst, security architect, ML engineer, or GRC professional, this course gives you the offensive, defensive, and governance skills to specialize in one of the fastest-growing fields in cybersecurity.
Enroll today and start learning how real AI systems are attacked and defended.
Who this course is for

Cybersecurity professionals who want to specialize in AI and LLM security

Penetration testers and red teamers expanding into AI attack surfaces

Security architects, DevSecOps, and ML engineers responsible for securing AI pipelines

GRC, risk, and compliance professionals who need to understand AI threats behind NIST AI RMF, ISO 42001, and the EU AI Act

IT professionals and developers building or deploying AI-powered applications

Students and career changers who want a practical, lab-based entry into AI security

Anyone preparing for the Certified AI Security Professional (CAISP) exam
Homepage

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https://www.udemy.com/course/ai-security-specialist

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