Download AI Security Masterclass - Secure LLMs and AI Agents Torrent

Torrent Contents Size: 1.1 GB

AI Security Masterclass - Secure LLMs and AI Agents

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1 - Introduction

1 - What Is AI, Really.mp4

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

MP4

23.9 MB

6 - Rate Limiting

11 - Rate Limiting Why AI Inference Needs a Different Kind of Guard.mp4

MP4

15.5 MB

12 - Inside the Real Rate Limiter, Then Run It Live.mp4

MP4

24.3 MB

13 - Breaking It, the Real Test Suite, and Where This Lives in Production.mp4

MP4

25.7 MB

7 - Prompt Injection

14 - Anatomy Of A Prompt Injection Attack.mp4

MP4

15.8 MB

15 - Code Walkthrough The Real prompt_guard.py, Live.mp4

MP4

8.8 MB

16 - Breaking It The Phrasing The Denylist Misses & Real-World Mapping.mp4

MP4

24.3 MB

8 - Secrets Detection

17 - Why Leaked Secrets In AI Conversations Are A Real, Recurring Incident Category.mp4

MP4

9.2 MB

18 - Code Walkthrough The Real secrets_guard.py (Regex + Entropy), Live.mp4

MP4

15.5 MB

19 - Breaking It A Secret Shaped Like A Sentence & Real-World Mapping.mp4

MP4

14.4 MB

9 - PII Redaction

20 - Why PII Needs To Be Caught Before It Reaches A Model Or A Log.mp4	MP4	8.7 MB
21 - Code Walkthrough The Real pii_redactor.py, Live.mp4	MP4	15.8 MB
22 - Breaking It An ID From Outside The Format List & Real-World Mapping.mp4	MP4	23.5 MB

9 - What An LLM Is, The AI Lifecycle, & Generative AI's Unique Risk Profile.mp4

MP4

13.5 MB

7 - Machine Learning, Deep Learning & Transformers, For Security Engineers.mp4

MP4

14.2 MB

8 - Tokens & Embeddings How AI Actually Reads.mp4

MP4

25.5 MB

5 - AI Security vs. Traditional Cybersecurity & The AI Attack Surface.mp4

MP4

15.6 MB

6 - The Running Example Architecture & Knowledge Check.mp4

MP4

18.7 MB

3 - Understanding the AI Security Masterclass Codebase.mp4

MP4

16.6 MB

4 - Setup Python Environment & OpenAI API Key.mp4

MP4

46.1 MB

54 - Live AI Security Chatbot.mp4

MP4

10.7 MB

55 - One Deliberate Constraint Zero New Dependencies.mp4

MP4

11.5 MB

56 - Opening The File Setup & Imports.mp4

MP4

11.7 MB

57 - The Real Page Color Language And Structure.mp4

MP4

21.7 MB

58 - The Browser's Own Code Sending A Message.mp4

MP4

15 MB

59 - The Browser's Own Code Rendering A Real Reply.mp4

MP4

7.6 MB

60 - Back On The Server Building A Real Gateway Request.mp4

MP4

14.1 MB

61 - Answering The Browser do_GET And do_POST.mp4

MP4

12.2 MB

62 - Starting The Server, And The Whole File, Recapped.mp4

MP4

6.2 MB

63 - A Second Real Demo File Every Attack, One Script.mp4

MP4

10.1 MB

64 - The Full Round Trip, Traced End To End.mp4

MP4

7.4 MB

65 - Live In The Browser Starting The Server.mp4

MP4

6.1 MB

66 - Live In The Browser Two Real Attacks, Blocked.mp4

MP4

6.8 MB

67 - Live In The Browser The Real Bypasses Still Work Here.mp4

MP4

13.8 MB

68 - Live In The Browser PII, Redacted, Not Blocked.mp4

MP4

8.1 MB

69 - Live In The Browser Both Rate Limits, Live.mp4

MP4

15.6 MB

70 - Live In The Browser The Cost Guard, And Trying It Yourself.mp4

MP4

13.4 MB

71 - From Local Demo To Production.mp4

MP4

13.6 MB

72 - Two Backends, Same Interface Running Without An API Key.mp4

MP4

15.5 MB

73 - Course Wrap-Up What You Actually Built.mp4

MP4

11.5 MB

38 - Why Wire It All Together The Full Request Pipeline, In Order.mp4

MP4

22.3 MB

39 - The Complete Pipeline, Visually Mapped.mp4

MP4

9.2 MB

40 - Opening The File Imports & Module-Level Setup.mp4

MP4

15.5 MB

41 - _client_hint Identity Without Exposure.mp4

MP4

15.5 MB

42 - Authentication The First Real Gate.mp4

MP4

16.7 MB

43 - The Size Cap Cheap Defense Before Expensive Work.mp4

MP4

14.7 MB

44 - Parsing & Validating The Prompt.mp4

MP4

12.7 MB

45 - Rate Limiting Both Real Checks, Back To Back.mp4

MP4

16.4 MB

46 - Canonicalize, Then Scan prompt_guard & secrets_guard.mp4

MP4

17.2 MB

47 - PII Redaction, Then The Cost Guard.mp4

MP4

16.4 MB

48 - The Model Call, And Its One Real Failure Mode.mp4

MP4

13.3 MB

49 - Egress Scanning Symmetric Defense On The Way Out.mp4

MP4

17.2 MB

50 - Building The Final Response.mp4

MP4

15.7 MB

51 - Order As Security What Would Actually Break If We Reordered This.mp4

MP4

19.5 MB

52 - The Real Test Suite, Live.mp4

MP4

19.7 MB

53 - Project 1, Complete.mp4

MP4

6.3 MB

35 - Why Agents Change The Risk Calculus.mp4

MP4

16.5 MB

36 - Code Walkthrough The Real agent_guard.py, Live.mp4

MP4

10.7 MB

37 - Breaking It Two Equally Dangerous Actions, One Recognized & Real-World Mapping.mp4

MP4

29.5 MB

32 - The AI Supply Chain, & Default-Deny Allowlisting.mp4

MP4

8.6 MB

33 - Code Walkthrough The Real check_dependencies.py, Live.mp4

MP4

10.1 MB

34 - Breaking It The Import The AST Walk Never Sees & Real-World Mapping.mp4

MP4

28.1 MB

29 - Why A Security Log Can Become Its Own Incident.mp4

MP4

8.3 MB

30 - Code Walkthrough The Real audit_log.py, Live.mp4

MP4

15.9 MB

31 - Breaking It One Careless Call Site & Real-World Mapping.mp4

MP4

24.6 MB

26 - Token-Cost Economics, & Why Size Caps Matter.mp4

MP4

14.1 MB

27 - Code Walkthrough The Real cost_guard.py, Live.mp4

MP4

13.5 MB

28 - Breaking It When The Estimate Is Just Wrong & Real-World Mapping.mp4

MP4

27.7 MB

23 - How Attackers Hide Text From The Guards You've Already Met.mp4

MP4

15.9 MB

24 - Code Walkthrough The Real input_canonicalizer.py, Live.mp4

MP4

11.3 MB

25 - Breaking It The Homoglyph The Canonicalizer Doesn't Catch & Real-World Mapping.mp4

MP4

28.5 MB

2 - What Is AI Security, And Why Does It Need Its Own Discipline.mp4

MP4

20.8 MB

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AI Security Masterclass - Secure LLMs and AI Agents

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