Udemy - AI Security Testing - LLM-03 Supply Chain Testing

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size2 GB
  • Uploaded Byfreecoursewb
  • Downloads37
  • Last checkedJul. 03rd '26
  • Date uploadedJul. 02nd '26
  • Seeders 1
  • Leechers11

Infohash : 8256DFA527C24FFB8505C9EDB3A1AD9BAFB10CDB

AI Security Testing: LLM-03 Supply Chain Testing

https://WebToolTip.com

Published 6/2026
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 2h 13m | Size: 2.04 GB

Verify model artifacts, dependencies, licenses, and CI/CD pipeline gates

What you'll learn
Identify and scan vulnerable dependencies in an LLM application stack using pip-audit and a structured test case workflow.
Verify model artifact integrity using SHA-256 checksums and detect unsafe file formats like pickle before they load in production
Test LLM behavioral baselines and detect regression when a model is updated, swapped, or fine-tuned without a documented change record.
Write bug reports and release gate criteria for supply chain findings, including severity classification and remediation evidence requirements.
Create an LLM-03 QA test matrix with controls, fail signals, owners, evidence, and CI/CD release gates.

Requirements
Basic familiarity with Python and the command line. No security background required. A machine that can run Ollama locally is recommended but not required.

Files:

[ WebToolTip.com ] Udemy - AI Security Testing - LLM-03 Supply Chain Testing
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Introduction
    • 1 - Introduction.mp4 (29.7 MB)
    2 - Title Slide
    • 1 - What Is the LLM Supply Chain.html (22.4 KB)
    • 2 - Intro Slide.mp4 (36.6 MB)
    • 2 - README.md (3.3 KB)
    • 3 - OWASP and LLM-03 Context.mp4 (63.8 MB)
    • 4 - What Is the LLM Supply Chain.mp4 (37.4 MB)
    • 5 - What QA Owns in the Supply Chain.mp4 (44.1 MB)
    3 - Package and Dependency Risks
    • 10 - Demo 1 Scenario & Test Plan pip-audit.mp4 (43.4 MB)
    • 11 - pip-audit demo.mp4 (48.6 MB)
    • 12 - Demo 1 Bug Report & Post-Mortem.mp4 (46.9 MB)
    • 13 - Section 2 Summary.mp4 (34.2 MB)
    • 2 - Package and Dependency Risks.html (22.8 KB)
    • 6 - Package and Dependency Risks.mp4 (26.7 MB)
    • 6 - demo1-README.md (2.0 KB)
    • 6 - llm03-command-sheet.md (5.0 KB)
    • 6 - requirements.txt (0.3 KB)
    • 6 - requirements_fixed.txt (0.2 KB)
    • 7 - Vulnerable Dependencies in the LLM Stack.mp4 (50.8 MB)
    • 8 - In the Wild #1 The PyTorch PyPI Dependency Attack.mp4 (50.7 MB)
    • 9 - Framework-Level Attacks Shadow Ray.mp4 (59.2 MB)
    4 - Model Artifact and Provenance Risks
    • 14 - Model Artifact and Provenance Risks.mp4 (23.1 MB)
    • 14 - demo2-README.md (2.6 KB)
    • 14 - generate_malicious_pickle.py (1.3 KB)
    • 14 - protected_loader.py (1.8 KB)
    • 14 - unsafe_loader.py (0.7 KB)
    • 15 - Pre-Trained Models as Attack Vectors.mp4 (24.1 MB)
    • 16 - Weak Model Provenance.mp4 (26.6 MB)
    • 17 - In the Wild #2 PoisonGPT.mp4 (29.5 MB)
    • 18 - LoRA Adapters What They Are and Why QA Cares.mp4 (32.1 MB)
    • 19 - Model Serialization Risk Pickle vs. SafeTensors.mp4 (35.6 MB)
    • 20 - Demo 2 Scenario & Test Plan.mp4 (31.4 MB)
    • 21 - Demo 2.mp4 (58.3 MB)
    • 22 - Demo2 Bug Report and Post Mortem.mp4 (32.6 MB)
    • 23 - Hash Verification as a QA Control.mp4 (34.0 MB)
    • 24 - Model Merging and Conversion as Attack Surfaces.mp4 (29.3 MB)
    • 25 - In the Wild #3 JFrog baller423 Demo 2 in the Real World.mp4 (19.6 MB)
    • 26 - What QA Verifies in Model Platforms.mp4 (91.2 MB)
    • 27 - Section 03 Summary Control Framework.mp4 (16.5 MB)
    • 3 - Section 03 Model Artifact and Provenance Risks.html (22.9 KB)
    5 - Behavioral Regression and Baseline Testing
    • 28 - Section 4 Intro Behavioral Regression and Baseline Testing.mp4 (27.4 MB)
    • 28 - compare_responses_v2.py (5.2 KB)
    • 28 - demo3-README.md (3.0 KB)
    • 28 - prompts_v3.json (2.9 KB)
    • 28 - run_probes.py (2.5 KB)
    • 29 - What Behavioral Regression Testing Checks.mp4 (45.6 MB)
    • 30 - Demo 3 Scenario & Test Plan.mp4 (49.4 MB)
    • 31 - Demo 3 Execution Behavioral Regression Test.mp4 (79.4 MB)
    • 32 - Demo 3 Bug Report & Post-Mortem.mp4 (36.6 MB)
    • 33 - Section 04 Summary Behavioral Regression and Baseline Testing.mp4 (34.0 MB)
    • 4 - LLM-03 Section 04 Quiz Behavioral Regression and Baseline Testing.html (23.1 KB)
    6 - Section 5 Data, Licensing, and Supplier Terms (6 slides)
    • 34 - Section 05 Intro.mp4 (38.7 MB)
    • 35 - Dataset Poisoning via the Supply Chain.mp4 (40.3 MB)
    • 36 - In the Wild Samsung ChatGPT Data Exposure.mp4 (40.1 MB)
    • 37 - Licensing Risk Is a Real Bug.mp4 (45.9 MB)
    • 38 - Supplier Terms and Privacy Policy Risk.mp4 (51.9 MB)
    • 39 - What QA Verifies Here.mp4 (47.5 MB)
    • 40 - Section 05 Summary Supply Chain Governance.mp4 (39.7 MB)
    • 5 - LLM-03 Section 05 Quiz Data, Licensing, and Supplier-Term Risks.html (23.4 KB)
    7 - Section 06 AI BOMs, Artifact Integrity, and Release Gates
    • 41 - Section 06 Intro AI BOMs, Artifact Integrity, and Release Gates.mp4 (37.4 MB)
    • 42 - SBOM for QA.mp4 (39.9 MB)
    • 43 - From SBOM to AI BOM.mp4 (33.5 MB)
    • 44 - Model Integrity and Signing.mp4 (50.4 MB)
    • 45 - Release Gates and Severity Thresholds.mp4 (29.1 MB)
    • 46 - What QA Verifies Here.mp4 (47.8 MB)
    • 47 - Section 06 Summary.mp4 (31.7 MB)
    • 6 - LLM-03 Section 06 Quiz AI BOMs, Artifact Integrity, and Release Gates.html (23.2 KB)
    8 - Infrastructure and On-Device Risks
    • 48 - Infrastructure and On-Device Risks Intro.mp4 (7.3 MB)
    • 49 - Cloud Infrastructure Risks.mp4 (12.6 MB)
    • 50 - On-Device LLM Supply Chain Risks.mp4 (29.1 MB)
    • 51 - What QA Verifies in Infrastructure and On-Device.mp4 (25.7 MB)
    • 52 - Section 07 Summary Infrastructure and On-Device Risks.mp4 (21.3 MB)
    • 7 - LLM-03 Section 07 Quiz Infrastructure and On-Device Risks.html (23.5 KB)
    9 - Building the LLM-03 QA Test Plan
    • 53 - Section 08 Intro Building the LLM-03 QA Test Plan.mp4 (8.7 MB)
    • 53 - llm03-eight-checkpoint-test-plan.md (4.7 KB)
    • 53 - llm03-master-bug-report-template.md (3.1 KB)
    • 53 - llm03-release-validation-checklist.md (4.0 KB)
    • 53 - llm03-test-case-matrix-template.csv (6.1 KB)
    • 53 - llm03-test-case-matrix-template.xlsx (8.4 KB)
    • 53 - sample-behavioral-regression-bug.md (3.9 KB)
    • 53 - sample-dependency-vulnerability-bug.md (2.5 KB)
    • 53 - sample-model-integrity-bug.md (3.2 KB)
    • 54 - The Eight-Checkpoint Test Plan and Test Case Matrix.mp4 (26.1 MB)
    • 55 - CI CD Integration and Release Gates.mp4 (33.5 MB)
    • 56 - Writing LLM-03 Bug Reports.mp4 (11.1 MB)
    • 57 - Course Summary and Final Review.mp4 (9.6 MB)
    • 8 - LLM-03 Section 08 Quiz Building the LLM-03 QA Test Plan.html (23.0 KB)
    • Bonus Resources.txt (0.1 KB)

Code:

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