What if a malicious prompt tricks your AI, an agent attempts a dangerous tool call, or an AI response exposes a secret?

In Video 33 of The Techzeen's AI-Driven Cyber Security Complete Course 2026, we're moving from understanding AI attacks to building a practical, multi-layer defense system in Python!

WHAT YOU'LL LEARN
Input Guardrails: Detect suspicious prompts, prompt injection patterns, jailbreak attempts, and system override tricks.
Execution Sandboxing: Restrict agent actions to approved tools and block dangerous shell commands such as rm, curl, and eval.
Output Guardrails: Detect and redact sensitive information, including API keys, tokens, email addresses, and credentials.
Python Environment Setup: Create a virtual environment and install the required packages on Kali Linux.
AI-Assisted Development: Use Claude Code to build a modular Python security project.\
Interactive Security CLI: Create a terminal interface using the rich library.
Automated Attack Testing: Test simulated prompt injection, tool abuse, and sensitive data leakage scenarios.
Live Testing Mode: Inspect the defense pipeline and see how the application handles suspicious inputs, restricted tool calls, and sensitive outputs.

WHY DEFENSE IN DEPTH MATTERS
A single filter is not enough to secure an AI application. Input validation, restricted tool permissions, execution isolation, and output inspection work together to reduce different categories of risk.

WHO SHOULD WATCH?
* Aspiring AI Security Engineers
* AI Agent and LLM Developers
* Cybersecurity Students and Ethical Hackers
* Python Security Beginners
* Future AI SOC and AI DevSecOps Engineers

Subscribe to The Techzeen to become a High Paying job ready AI Driven Cyber Security expert in 2026.
Learn the attacks. Build the defenses. Test what actually works.

CONNECT & LEARN
Website:
https://www.thetechzeen.com/
Source Code:
https://github.com/farzeen-ali/AI-Agent-Security
Full AI-Driven Cyber Security Playlist:
https://www.youtube.com/playlist?list=PLMnWzLCjYQQk
Lecture Notes:
https://github.com/farzeen-ali/AI-Driven-Cyber-Security
Cyber Security WhatsApp Community:
https://whatsapp.com/channel/0029VbCpEz6JkK75tDMYj43M

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