| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ~Get Your Files Here ! | |||
| 1 - Introduction | |||
| 1 - What Is AI, Really.mp4 | 31 MB | ||
| 10 - Evasion-Resistant Scanning | |||
| 11 - Cost DoS Guard | |||
| 12 - Safe Audit Logging | |||
| 13 - Supply Chain Guard | |||
| 14 - Agent Tool Guardrails | |||
| 15 - Capstone Mini-Gateway | |||
| 16 - Project 2 Live AI Security Chatbot | |||
| 2 - Setup Python Environment & OpenAI API Key | |||
| 3 - AI Security Fundamentals | |||
| 4 - AI & ML Foundations for Security Engineers | |||
| 5 - Understanding LLMs & Generative AI | |||
| 10 - Live Hallucination Demo & Knowledge Check.mp4 | 23.9 MB | ||
| 6 - Rate Limiting | |||
| 11 - Rate Limiting Why AI Inference Needs a Different Kind of Guard.mp4 | 15.5 MB | ||
| 12 - Inside the Real Rate Limiter, Then Run It Live.mp4 | 24.3 MB | ||
| 13 - Breaking It, the Real Test Suite, and Where This Lives in Production.mp4 | 25.7 MB | ||
| 7 - Prompt Injection | |||
| 14 - Anatomy Of A Prompt Injection Attack.mp4 | 15.8 MB | ||
| 15 - Code Walkthrough The Real prompt_guard.py, Live.mp4 | 8.8 MB | ||
| 16 - Breaking It The Phrasing The Denylist Misses & Real-World Mapping.mp4 | 24.3 MB | ||
| 8 - Secrets Detection | |||
| 17 - Why Leaked Secrets In AI Conversations Are A Real, Recurring Incident Category.mp4 | 9.2 MB | ||
| 18 - Code Walkthrough The Real secrets_guard.py (Regex + Entropy), Live.mp4 | 15.5 MB | ||
| 19 - Breaking It A Secret Shaped Like A Sentence & Real-World Mapping.mp4 | 14.4 MB | ||
| 9 - PII Redaction | |||
| 20 - Why PII Needs To Be Caught Before It Reaches A Model Or A Log.mp4 | 8.7 MB | ||
| 21 - Code Walkthrough The Real pii_redactor.py, Live.mp4 | 15.8 MB | ||
| 22 - Breaking It An ID From Outside The Format List & Real-World Mapping.mp4 | 23.5 MB | ||
| 9 - What An LLM Is, The AI Lifecycle, & Generative AI's Unique Risk Profile.mp4 | 13.5 MB | ||
| 7 - Machine Learning, Deep Learning & Transformers, For Security Engineers.mp4 | 14.2 MB | ||
| 8 - Tokens & Embeddings How AI Actually Reads.mp4 | 25.5 MB | ||
| 5 - AI Security vs. Traditional Cybersecurity & The AI Attack Surface.mp4 | 15.6 MB | ||
| 6 - The Running Example Architecture & Knowledge Check.mp4 | 18.7 MB | ||
| 3 - Understanding the AI Security Masterclass Codebase.mp4 | 16.6 MB | ||
| 4 - Setup Python Environment & OpenAI API Key.mp4 | 46.1 MB | ||
| 54 - Live AI Security Chatbot.mp4 | 10.7 MB | ||
| 55 - One Deliberate Constraint Zero New Dependencies.mp4 | 11.5 MB | ||
| 56 - Opening The File Setup & Imports.mp4 | 11.7 MB | ||
| 57 - The Real Page Color Language And Structure.mp4 | 21.7 MB | ||
| 58 - The Browser's Own Code Sending A Message.mp4 | 15 MB | ||
| 59 - The Browser's Own Code Rendering A Real Reply.mp4 | 7.6 MB | ||
| 60 - Back On The Server Building A Real Gateway Request.mp4 | 14.1 MB | ||
| 61 - Answering The Browser do_GET And do_POST.mp4 | 12.2 MB | ||
| 62 - Starting The Server, And The Whole File, Recapped.mp4 | 6.2 MB | ||
| 63 - A Second Real Demo File Every Attack, One Script.mp4 | 10.1 MB | ||
| 64 - The Full Round Trip, Traced End To End.mp4 | 7.4 MB | ||
| 65 - Live In The Browser Starting The Server.mp4 | 6.1 MB | ||
| 66 - Live In The Browser Two Real Attacks, Blocked.mp4 | 6.8 MB | ||
| 67 - Live In The Browser The Real Bypasses Still Work Here.mp4 | 13.8 MB | ||
| 68 - Live In The Browser PII, Redacted, Not Blocked.mp4 | 8.1 MB | ||
| 69 - Live In The Browser Both Rate Limits, Live.mp4 | 15.6 MB | ||
| 70 - Live In The Browser The Cost Guard, And Trying It Yourself.mp4 | 13.4 MB | ||
| 71 - From Local Demo To Production.mp4 | 13.6 MB | ||
| 72 - Two Backends, Same Interface Running Without An API Key.mp4 | 15.5 MB | ||
| 73 - Course Wrap-Up What You Actually Built.mp4 | 11.5 MB | ||
| 38 - Why Wire It All Together The Full Request Pipeline, In Order.mp4 | 22.3 MB | ||
| 39 - The Complete Pipeline, Visually Mapped.mp4 | 9.2 MB | ||
| 40 - Opening The File Imports & Module-Level Setup.mp4 | 15.5 MB | ||
| 41 - _client_hint Identity Without Exposure.mp4 | 15.5 MB | ||
| 42 - Authentication The First Real Gate.mp4 | 16.7 MB | ||
| 43 - The Size Cap Cheap Defense Before Expensive Work.mp4 | 14.7 MB | ||
| 44 - Parsing & Validating The Prompt.mp4 | 12.7 MB | ||
| 45 - Rate Limiting Both Real Checks, Back To Back.mp4 | 16.4 MB | ||
| 46 - Canonicalize, Then Scan prompt_guard & secrets_guard.mp4 | 17.2 MB | ||
| 47 - PII Redaction, Then The Cost Guard.mp4 | 16.4 MB | ||
| 48 - The Model Call, And Its One Real Failure Mode.mp4 | 13.3 MB | ||
| 49 - Egress Scanning Symmetric Defense On The Way Out.mp4 | 17.2 MB | ||
| 50 - Building The Final Response.mp4 | 15.7 MB | ||
| 51 - Order As Security What Would Actually Break If We Reordered This.mp4 | 19.5 MB | ||
| 52 - The Real Test Suite, Live.mp4 | 19.7 MB | ||
| 53 - Project 1, Complete.mp4 | 6.3 MB | ||
| 35 - Why Agents Change The Risk Calculus.mp4 | 16.5 MB | ||
| 36 - Code Walkthrough The Real agent_guard.py, Live.mp4 | 10.7 MB | ||
| 37 - Breaking It Two Equally Dangerous Actions, One Recognized & Real-World Mapping.mp4 | 29.5 MB | ||
| 32 - The AI Supply Chain, & Default-Deny Allowlisting.mp4 | 8.6 MB | ||
| 33 - Code Walkthrough The Real check_dependencies.py, Live.mp4 | 10.1 MB | ||
| 34 - Breaking It The Import The AST Walk Never Sees & Real-World Mapping.mp4 | 28.1 MB | ||
| 29 - Why A Security Log Can Become Its Own Incident.mp4 | 8.3 MB | ||
| 30 - Code Walkthrough The Real audit_log.py, Live.mp4 | 15.9 MB | ||
| 31 - Breaking It One Careless Call Site & Real-World Mapping.mp4 | 24.6 MB | ||
| 26 - Token-Cost Economics, & Why Size Caps Matter.mp4 | 14.1 MB | ||
| 27 - Code Walkthrough The Real cost_guard.py, Live.mp4 | 13.5 MB | ||
| 28 - Breaking It When The Estimate Is Just Wrong & Real-World Mapping.mp4 | 27.7 MB | ||
| 23 - How Attackers Hide Text From The Guards You've Already Met.mp4 | 15.9 MB | ||
| 24 - Code Walkthrough The Real input_canonicalizer.py, Live.mp4 | 11.3 MB | ||
| 25 - Breaking It The Homoglyph The Canonicalizer Doesn't Catch & Real-World Mapping.mp4 | 28.5 MB | ||
| 2 - What Is AI Security, And Why Does It Need Its Own Discipline.mp4 | 20.8 MB |
AI Security Masterclass: Secure LLMs & AI Agents
https://WebToolTip.com
Published 7/2026
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 4h 12m | Size: 1.14 GB
AI Security Masterclass: Build a Production-Grade AI Security Framework
What you'll learn
Build production-grade security guardrails for LLM applications using real Python code and production-ready architectures.
Detect and defend against prompt injection, secret leakage, PII exposure, rate abuse, and AI-specific security threats.
Understand how LLMs, AI agents, and modern AI applications work and how to secure them in production.
Build and test a complete AI security gateway by integrating multiple security controls into a real request pipeline.
Requirements
Basic Python programming knowledge is recommended. No prior AI security experience is required.
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