certifications-training

Professional certifications, CTF competitions, and training resources for AI security practitioners

Repository: pluginagentmarketplace/custom-plugin-ai-red-teaming
Letzte Quellaktivität: 31. Dezember 2025 um 12:42
Erkannte Sprache von SKILL.md: Englisch
Sterne: 3
Forks: 0

Installationsoptionen

Standardmäßig ist der Prompt ausgewählt, der zuerst die Quelle prüft. Sie können zu einem direkten Befehl wechseln oder eine lokale Kopie herunterladen.

Mit Codex oder Claude installieren Kopieren Sie diesen Prompt, fügen Sie ihn in Codex, Claude oder einen anderen Assistant ein und lassen Sie die Skill-Seite prüfen und installieren.

Ein direkter Befehl überspringt den Prüf-Prompt. Prüfen Sie die Quelle, bevor Sie ihn ausführen.

npx skills add https://github.com/pluginagentmarketplace/custom-plugin-ai-red-teaming --skill certifications-training

Der Befehl bleibt in einer Zeile. Scrollen Sie horizontal, um ihn vor dem Kopieren vollständig zu prüfen.

Sie bevorzugen eine lokale Kopie? Laden Sie die Dateien herunter, die SkillsMP derzeit vorliegen.

Quelldateien prüfen

Lesen Sie SKILL.md und alle von SkillsMP angezeigten Begleitdateien, bevor Sie sich für eine Installation entscheiden.

Datei-Explorer

4 Dateien

SKILL.md

Quellanweisungen · Schreibgeschützte Vorschau

Zurück zur Suche Zurück zur Installation

automated-testing

CI/CD integration and automation frameworks for continuous AI security testing

2025-12-31

benchmark-datasets

Standard datasets and benchmarks for evaluating AI security, robustness, and safety

2025-12-31

red-team-frameworks

Tools and frameworks for AI red teaming including PyRIT, garak, Counterfit, and custom attack automation

2025-12-31

Alle aus diesem Repository ansehen

AI Security Certifications & Training

Build professional expertise through certifications, CTFs, and structured training programs.

Quick Reference

Skill: certifications-training Agent: 01-red-team-lead OWASP: Full LLM Top 10 Coverage NIST: Govern, Map, Measure, Manage Use Case: Professional development

Career Progression Map

┌────────────────────────────────────────────────────────────────────┐ │ AI SECURITY CAREER PATH │ ├────────────────────────────────────────────────────────────────────┤ │ │ │ ENTRY LEVEL (0-2 years) │ │ ┌─────────────────────────────────────────────────────────────┐ │ │ │ Security Analyst → AI Security Analyst → Jr. Red Team │ │ │ │ Skills: Python, ML basics, Security fundamentals │ │ │ │ Certs: Security+, AI Fundamentals, CEH │ │ │ └─────────────────────────────────────────────────────────────┘ │ │ ↓ │ │ MID LEVEL (2-5 years) │ │ ┌─────────────────────────────────────────────────────────────┐ │ │ │ AI Red Team Engineer → Senior Red Team → Team Lead │ │ │ │ Skills: Adversarial ML, LLM security, Tool development │ │ │ │ Certs: OSCP, CAISP, Cloud AI certs │ │ │ └─────────────────────────────────────────────────────────────┘ │ │ ↓ │ │ SENIOR LEVEL (5+ years) │ │ ┌─────────────────────────────────────────────────────────────┐ │ │ │ Principal → Director → CISO (AI Focus) │ │ │ │ Skills: Strategy, Research, Thought leadership │ │ │ │ Certs: CISSP, Research publications, Speaking │ │ │ └─────────────────────────────────────────────────────────────┘ │ │ │ └────────────────────────────────────────────────────────────────────┘

AI Security Certifications & Training

Build professional expertise through certifications, CTFs, and structured training programs.

Quick Reference

Skill: certifications-training Agent: 01-red-team-lead OWASP: Full LLM Top 10 Coverage NIST: Govern, Map, Measure, Manage Use Case: Professional development

Career Progression Map

class AISecurityCTFs: """Catalog of AI security CTF competitions.""" CTF_CATALOG = { "Tensor Trust": { "focus": "Prompt injection defense", "type": "ongoing", "difficulty": "beginner_to_advanced", "url": "https://tensortrust.ai/", "skills_tested": [ "Prompt injection attack", "Defense strategies", "Jailbreak techniques" ], "prizes": "Leaderboard ranking" }, "HackAPrompt": { "focus": "LLM jailbreaking", "type": "annual", "difficulty": "all_levels", "organizer": "Learn Prompting", "skills_tested": [ "Prompt engineering", "Safety bypass", "Creative attacks" ], "prizes": "$35,000+ total" }, "AI Village CTF": { "focus": "General AI security", "type": "annual", "venue": "DEF CON", "difficulty": "intermediate_to_expert", "skills_tested": [ "Model attacks", "Adversarial ML", "LLM exploitation" ], "prizes": "Recognition, swag" }, "Adversarial ML CTF": { "focus": "Image classification attacks", "type": "conference", "venue": "NeurIPS, CVPR", "difficulty": "advanced", "skills_tested": [ "Adversarial examples", "Evasion attacks", "Robustness evaluation" ], "prizes": "Research recognition" }, "Gandalf": { "focus": "Prompt injection levels", "type": "ongoing", "difficulty": "beginner_to_intermediate", "url": "https://gandalf.lakera.ai/", "skills_tested": [ "Progressive prompt injection", "Filter bypass", "Secret extraction" ], "prizes": "Learning experience" } }

class LearningPathGenerator: """Generate personalized learning paths.""" PATHS = { "beginner": { "duration": "6 months", "prerequisites": ["Basic Python", "Linux fundamentals"], "modules": [ { "name": "ML/DL Fundamentals", "resources": [ "Fast.ai: Practical Deep Learning", "Coursera: Machine Learning (Andrew Ng)", "HuggingFace NLP Course" ], "duration": "2 months" }, { "name": "Security Basics", "resources": [ "TryHackMe: Pre-Security Path", "OWASP Web Security Testing Guide", "PortSwigger Web Security Academy" ], "duration": "2 months" }, { "name": "AI Security Introduction", "resources": [ "Gandalf (Lakera) - All levels", "OWASP LLM Top 10 Study", "Introduction to Adversarial ML (course)" ], "duration": "2 months" } ], "certifications": ["CompTIA Security+", "AI-900"] }, "intermediate": { "duration": "12 months", "prerequisites": ["ML experience", "Security fundamentals"], "modules": [ { "name": "Adversarial ML Deep Dive", "resources": [ "Stanford CS234: Adversarial Robustness", "ART (IBM) Tutorials", "TextAttack Documentation" ], "duration": "3 months" }, { "name": "LLM Security Specialization", "resources": [ "PyRIT Documentation & Labs", "garak Tool Mastery", "Prompt Injection Research Papers" ], "duration": "3 months" }, { "name": "Tool Development", "resources": [ "Build custom probes for garak", "PyRIT orchestrator development", "Contribute to open source" ], "duration": "3 months" }, { "name": "CTF Competition", "resources": [ "Participate in AI Village CTF", "HackAPrompt competition", "Create CTF challenges" ], "duration": "3 months" } ], "certifications": ["OSCP", "Google AI Red Team"] }, "advanced": { "duration": "24+ months", "prerequisites": ["AI red team experience", "Research background"], "modules": [ { "name": "Original Research", "resources": [ "Read latest papers (arXiv, OpenReview)", "Conduct novel research", "Publish findings" ], "duration": "Ongoing" }, { "name": "Thought Leadership", "resources": [ "Conference speaking (DEF CON, NeurIPS)", "Blog writing", "Tool development" ], "duration": "Ongoing" }, { "name": "Mentorship", "resources": [ "Mentor junior practitioners", "Create training content", "Community building" ], "duration": "Ongoing" } ], "certifications": ["CISSP", "CAISP"] } }

name	certifications-training
version	2.0.0
description	Professional certifications, CTF competitions, and training resources for AI security practitioners
sasmp_version	1.3.0
bonded_agent	01-red-team-commander
bond_type	SECONDARY_BOND
input_schema	{"type":"object","required":["query_type"],"properties":{"query_type":{"type":"string","enum":["certifications","ctf","training","career_path","resources"]},"experience_level":{"type":"string","enum":["beginner","intermediate","advanced","expert"]},"focus_area":{"type":"string","enum":["llm_security","adversarial_ml","model_security","general"]}}}
output_schema	{"type":"object","properties":{"recommendations":{"type":"array"},"learning_path":{"type":"object"},"resources":{"type":"array"},"estimated_timeline":{"type":"string"}}}
owasp_llm_2025	["LLM01","LLM02","LLM03","LLM04","LLM05","LLM06","LLM07","LLM08","LLM09","LLM10"]
nist_ai_rmf	["Govern","Map","Measure","Manage"]

name	certifications-training
version	2.0.0
description	Professional certifications, CTF competitions, and training resources for AI security practitioners
sasmp_version	1.3.0
bonded_agent	01-red-team-commander
bond_type	SECONDARY_BOND
input_schema	{"type":"object","required":["query_type"],"properties":{"query_type":{"type":"string","enum":["certifications","ctf","training","career_path","resources"]},"experience_level":{"type":"string","enum":["beginner","intermediate","advanced","expert"]},"focus_area":{"type":"string","enum":["llm_security","adversarial_ml","model_security","general"]}}}
output_schema	{"type":"object","properties":{"recommendations":{"type":"array"},"learning_path":{"type":"object"},"resources":{"type":"array"},"estimated_timeline":{"type":"string"}}}
owasp_llm_2025	["LLM01","LLM02","LLM03","LLM04","LLM05","LLM06","LLM07","LLM08","LLM09","LLM10"]
nist_ai_rmf	["Govern","Map","Measure","Manage"]

Component	Purpose
Agent 01	Career guidance
/analyze	Skill gap analysis
Community	Networking
CTF platforms	Practical experience

certifications-training

Installationsoptionen

Quelldateien prüfen

AI Security Certifications & Training

Quick Reference

Career Progression Map

AI Security Certifications & Training

Quick Reference

Career Progression Map

Professional Certifications

AI/ML Security Specific

Traditional Security (AI-Applicable)

CTF Competitions

AI/ML Focused CTFs

Practice Platforms

Training Resources

Structured Learning Paths

Key Publications

Skill Development Tracker

Community Resources

Troubleshooting

Integration Points

certifications-training

Quellinformationen

Installationsoptionen

Quelldateien prüfen

Mehr aus diesem Repository

Mehr aus diesem Repository

AI Security Certifications & Training

Quick Reference

Career Progression Map

AI Security Certifications & Training

Quick Reference

Career Progression Map

Professional Certifications

AI/ML Security Specific

Traditional Security (AI-Applicable)

CTF Competitions

AI/ML Focused CTFs

Practice Platforms

Training Resources

Structured Learning Paths

Key Publications

Skill Development Tracker

Community Resources

Troubleshooting

Integration Points