| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ~Get Your Files Here ! | |||
| 1 - Introduction | |||
| 1. Introduction.mp4 | 115.8 MB | ||
| 10 - Module 9 Observability, Incident Response, Reliability, and Cost Controls | |||
| 100. Lab 090 Operations and Resilience Milestone.html | 48.3 KB | ||
| 11 - Module 10 Sovereign Deployment, Decentralized Research, and Capstone | |||
| 101. Sovereign Deployment, Decentralized Research, and Capstone.mp4 | 100.7 MB | ||
| 102. Lab 091 Design a Sovereign Local Inference Architecture.html | 41 KB | ||
| 103. Lab 092 Add Egress Control Design.html | 42.8 KB | ||
| 104. Lab 093 Build a Compliance Evidence Matrix.html | 47.2 KB | ||
| 105. Lab 094 Package Reproducible Research Evidence.html | 37.9 KB | ||
| 106. Lab 095 Add Tamper-Evident Checksums.html | 38.8 KB | ||
| 107. Lab 096 Build a Decentralized Evidence Sharing Plan.html | 40.9 KB | ||
| 108. Lab 097 Run a Full Release Security Gate.html | 39.3 KB | ||
| 109. Lab 098 Conduct a Board-Level Risk Brief.html | 51.1 KB | ||
| 110. Lab 099 Capstone Dry Run and Gap Closure.html | 42.4 KB | ||
| 111. Lab 100 Sovereign LLM Application Security Capstone.html | 75.8 KB | ||
| 12 - Conclusion | |||
| 112. Conclusion.mp4 | 89.2 MB | ||
| 2 - Module 1 Foundations, Local Environment Setup, and Initial Success | |||
| 10. Lab 008 Write the First Security Regression Test.html | 26.1 KB | ||
| 11. Lab 009 Patch the First Prompt Disclosure Weakness.html | 31.4 KB | ||
| 12. Lab 010 Initial Success Milestone Produce a Reproducible Finding Report.html | 34.7 KB | ||
| 2. Foundations, Local Environment Setup, and Initial Success.mp4 | 102.3 MB | ||
| 3 - Module 2 LLM Attack Surface and Threat Modeling | |||
| 13. LLM Attack Surface and Threat Modeling.mp4 | 87.5 MB | ||
| 14. Lab 011 Map the LLM Application Data Flow.html | 42.7 KB | ||
| 15. Lab 012 Build an OWASP LLM Risk Register.html | 48.3 KB | ||
| 16. Lab 013 Map MITRE ATLAS Techniques to the Lab Range.html | 40.5 KB | ||
| 17. Lab 014 Create an OpenAPI Contract for the Gateway.html | 40.8 KB | ||
| 18. Lab 015 Perform API Surface Enumeration.html | 41.2 KB | ||
| 19. Lab 016 Define Abuse Cases for LLM APIs.html | 43.1 KB | ||
| 20. Lab 017 Create a Threat Model with Trust Boundaries.html | 57.9 KB | ||
| 21. Lab 018 Prioritize Risks with Likelihood and Impact.html | 40.2 KB | ||
| 22. Lab 019 Build a Security Test Plan.html | 41.8 KB | ||
| 23. Lab 020 Architecture Review Milestone.html | 45.7 KB | ||
| 4 - Module 3 Prompt Injection, Output Handling, and Data Exposure | |||
| 24. Prompt Injection, Output Handling, and Data Exposure.mp4 | 88.4 MB | ||
| 25. Lab 021 Test Direct Prompt Injection Controls.html | 39.4 KB | ||
| 26. Lab 022 Test Indirect Prompt Injection with Retrieved Text.html | 35.8 KB | ||
| 27. Lab 023 Add Output Filtering as Application Code.html | 32.2 KB | ||
| 28. Lab 024 Enforce Structured JSON Output.html | 31.1 KB | ||
| 29. Lab 025 Test Unsafe Markdown and HTML Output Handling.html | 33.1 KB | ||
| 30. Lab 026 Add Input Length and Character Policy.html | 42 KB | ||
| 31. Lab 027 Test PII Disclosure with Synthetic Data.html | 41 KB | ||
| 32. Lab 028 Add PII Redaction to Logs.html | 42.7 KB | ||
| 33. Lab 029 Test Model Refusal Consistency.html | 37.8 KB | ||
| 34. Lab 030 Prompt and Output Security Milestone.html | 38.4 KB | ||
| 5 - Module 4 API Security, Identity, and Authorization for LLM Apps | |||
| 35. API Security, Identity, and Authorization for LLM Apps.mp4 | 102.1 MB | ||
| 36. Lab 031 Add API Key Authentication for Local Testing.html | 35.4 KB | ||
| 37. Lab 032 Test Missing and Invalid Credential Paths.html | 39.7 KB | ||
| 38. Lab 033 Move Secrets to Environment Variables.html | 43.1 KB | ||
| 39. Lab 034 Add JWT Validation Concept with Local Keys.html | 40.3 KB | ||
| 40. Lab 035 Design Tenant Isolation Rules.html | 42.5 KB | ||
| 41. Lab 036 Add OpenAPI Security Schemes.html | 36.6 KB | ||
| 42. Lab 037 Add Rate Limiting Design for Unbounded Consumption.html | 41.9 KB | ||
| 43. Lab 038 Add Request and Response Audit IDs.html | 42.9 KB | ||
| 44. Lab 039 Validate Authorization Failure Messages.html | 55.3 KB | ||
| 45. Lab 040 API Security and Identity Milestone.html | 57.8 KB | ||
| 6 - Module 5 RAG, Embeddings, Vector Stores, and Data Governance | |||
| 46. RAG, Embeddings, Vector Stores, and Data Governance.mp4 | 88.9 MB | ||
| 47. Lab 041 Build a Local Document Ingestion Pipeline.html | 36.2 KB | ||
| 48. Lab 042 Add Chunk Metadata and Source Tracking.html | 41 KB | ||
| 49. Lab 043 Deploy a Local Vector Store.html | 29 KB | ||
| 50. Lab 044 Create a Deterministic Toy Embedding Function.html | 42.8 KB | ||
| 51. Lab 045 Test Metadata Filtering for Tenant Isolation.html | 43.6 KB | ||
| 52. Lab 046 Simulate Retrieval Poisoning.html | 40.6 KB | ||
| 53. Lab 047 Add Retrieval Source Allowlisting.html | 43.8 KB | ||
| 54. Lab 048 Test Data Deletion and Retention.html | 43.2 KB | ||
| 55. Lab 049 Add Retrieval Audit Evidence.html | 43.1 KB | ||
| 56. Lab 050 RAG Security and Governance Milestone.html | 46.4 KB | ||
| 7 - Module 6 Agentic Systems, Tools, MCP, and Excessive Agency | |||
| 57. Agentic Systems, Tools, MCP, and Excessive Agency.mp4 | 86.6 MB | ||
| 58. Lab 051 Build a Safe Local Tool Registry.html | 37.9 KB | ||
| 59. Lab 052 Add Tool Schema Validation.html | 36.4 KB | ||
| 60. Lab 053 Enforce Least Privilege for Tool Calls.html | 51.4 KB | ||
| 61. Lab 054 Add Human Approval for Medium-Risk Actions.html | 52.9 KB | ||
| 62. Lab 055 Simulate Tool Poisoning with Benign Payloads.html | 50.7 KB | ||
| 63. Lab 056 Model Context Protocol Security Review.html | 41.1 KB | ||
| 64. Lab 057 Add Sandboxed Tool Execution Design.html | 41.2 KB | ||
| 65. Lab 058 Test Agent Memory Contamination.html | 40.9 KB | ||
| 66. Lab 059 Add Agent Action Audit Trails.html | 44.4 KB | ||
| 67. Lab 060 Agentic Security Milestone.html | 39.8 KB | ||
| 8 - Module 7 Automated Red Teaming, Fuzzing, and Evaluation Pipelines | |||
| 68. Automated Red Teaming, Fuzzing, and Evaluation Pipelines.mp4 | 87.7 MB | ||
| 69. Lab 061 Install garak in an Isolated Environment.html | 26.5 KB | ||
| 70. Lab 062 Create a Local garak Target Plan.html | 38.9 KB | ||
| 71. Lab 063 Install PyRIT for Controlled AI Risk Testing.html | 36.9 KB | ||
| 72. Lab 064 Build a Custom Prompt Fuzzing Harness.html | 44.1 KB | ||
| 73. Lab 065 Add Scoring for Security Test Outcomes.html | 39.2 KB | ||
| 74. Lab 066 Create a Regression Corpus.html | 41.1 KB | ||
| 75. Lab 067 Add CI-Compatible Security Test Command.html | 36.5 KB | ||
| 76. Lab 068 Build an Evaluation Dashboard Artifact.html | 42.6 KB | ||
| 77. Lab 069 Calibrate False Positives and False Negatives.html | 38 KB | ||
| 78. Lab 070 Automated Red Teaming Milestone.html | 38.8 KB | ||
| 9 - Module 8 Platform Security, Supply Chain, and CI CD | |||
| 79. Platform Security, Supply Chain, and CI CD.mp4 | 95.3 MB | ||
| 80. Lab 071 Scan the Container Image with Trivy.html | 33.2 KB | ||
| 81. Lab 072 Generate an SBOM with Syft.html | 37.4 KB | ||
| 82. Lab 073 Scan the SBOM with Grype.html | 31.2 KB | ||
| 83. Lab 074 Sign the Container Image with Cosign.html | 43.5 KB | ||
| 84. Lab 075 Define SLSA-Informed Build Controls.html | 43.9 KB | ||
| 85. Lab 076 Deploy to Local Kubernetes with kind.html | 35.6 KB | ||
| 86. Lab 077 Add Kubernetes Manifests for the Gateway.html | 36.4 KB | ||
| 87. Lab 078 Enforce Kubernetes Policy with Kyverno or Gatekeeper.html | 42.5 KB | ||
| 88. Lab 079 Design Workload Identity with SPIFFE SPIRE.html | 40.9 KB | ||
| 89. Lab 080 Platform and Supply Chain Milestone.html | 47.3 KB | ||
| 3. Lab 001 Build the Authorized Local LLM Security Range.html | 39.6 KB | ||
| 4. Lab 002 Create the Lab Control Script.html | 41.5 KB | ||
| 5. Lab 003 Containerize a Minimal FastAPI LLM Gateway.html | 40.7 KB | ||
| 6. Lab 004 Add Docker Compose for Reproducible Startup.html | 58.2 KB | ||
| 7. Lab 005 Add a Local Mock LLM Adapter.html | 34 KB | ||
| 8. Lab 006 Build the First Vulnerable Chat Endpoint.html | 34.8 KB | ||
| 9. Lab 007 Execute the First Controlled Finding.html | 35 KB | ||
| 90. Observability, Incident Response, Reliability, and Cost Controls.mp4 | 100.9 MB | ||
| 91. Lab 081 Add Structured Security Logs.html | 41.5 KB | ||
| 92. Lab 082 Add OpenTelemetry Trace Design.html | 43.2 KB | ||
| 93. Lab 083 Define Metrics for LLM Security Operations.html | 39.5 KB | ||
| 94. Lab 084 Build a Cost Abuse Test.html | 30.7 KB | ||
| 95. Lab 085 Create Alert Rules for Security Events.html | 37.8 KB | ||
| 96. Lab 086 Build an LLM Security Incident Playbook.html | 48.3 KB | ||
| 97. Lab 087 Add Reliability Controls for Model Gateway Failures.html | 42.8 KB | ||
| 98. Lab 088 Perform a Local Chaos Test.html | 31.9 KB | ||
| 99. Lab 089 Test Backup and Restore of Lab Evidence.html | 31.7 KB |
LLM & API Security: AI Penetration Testing Bootcamp
https://WebToolTip.com
Published 9/2026
Created by Bayt Al Hikmah
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English | Duration: 112 Lectures ( 26h 56m ) | Size: 1.2 GB
From prompt-injection novice to production AI security engineer: build, test, and harden 100 real-world LLM labs.
What you'll learn
⚡ Architect and deploy a full LLM application security range using FastAPI, Docker, and a mock LLM gateway from scratch.
⚡ Map LLM attack surfaces, trust boundaries, and OWASP LLM Top 10 risks using MITRE ATLAS-aligned threat models.
⚡ Execute and defend against direct and indirect prompt injection, system prompt leakage, and unsafe output rendering.
⚡ Implement API authentication, JWT validation, tenant isolation, and rate limiting to stop unbounded LLM abuse.
⚡ Build and secure a RAG pipeline: ingestion, embeddings, vector stores, metadata filtering, and retrieval poisoning defenses.
⚡ Design least-privilege agentic tool systems with approval gates, sandboxing, and Model Context Protocol security reviews.
⚡ Automate AI red teaming with garak, PyRIT, and custom fuzzing harnesses wired into CI-compatible security gates.
⚡ Harden the software supply chain with Trivy scans, Syft SBOMs, Grype checks, and Cosign image signing plans.
⚡ Deploy hardened workloads to Kubernetes with kind, admission policies, and SPIFFE/SPIRE workload identity design.
⚡ Engineer observability, incident response, and cost-abuse controls, then ship a sovereign, audit-ready capstone system.
Requirements
❗ Basic comfort with the command line (running commands, navigating directories) — no prior security certification required. Working knowledge of Python fundamentals (variables, functions, basic scripting). You do not need prior FastAPI or API experience — it's taught inside the labs. A computer running macOS, Linux, or Windows with WSL2, with at least 8GB RAM (16GB recommended once you reach the Kubernetes and vector store modules) and 15GB of free disk space. Docker Desktop (or Docker Engine) and Git installed and working before Lab 001. Python 3.11 or newer installed locally. No cloud account, no paid API key, and no real production system is required or touched at any point — every lab runs against a local, intentionally vulnerable target you control. If you've never run docker --version before, that's fine. Lab 001 walks you through the entire pre-flight check line by line. You're not expected to arrive as a security expert — you're expected to leave as one.
| torrent name | size | uploader | age | seed | leech |
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| 3.4 GB | freecoursewb | 1 month | 12 | 17 | |
| 3.4 GB | freecoursewb | 1 month | 11 | 9 | |
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Udemy - Prompt Injection and Jailbreaking - Offensive LLM Red-Teaming Posted by
freecoursewb in Other
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2.5 GB | freecoursewb | 1 month | 19 | 8 |
| 722.6 MB | freecoursewb | 1 month | 40 | 8 | |
| 5.7 GB | JackieALF | 1 month | 1 | 97 |
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