AI - Künstliche Intelligenz | Links

AI Trainings / Kursangebote:

• Azure Open AI Service Kurse: https://learn.microsoft.com/de-de/azure/ai-services/openai/
• Google Machine Learning & AI Kurse: https://cloud.google.com/learn/training/machinelearning-ai
• ISACA AI Fundamentals / Grundlagen: https://www.isaca.org/credentialing/artificial-intelligence-fundamentals-certificate/resources
• Deeplearning AI Kurse: https://www.deeplearning.ai/courses/
• ISC2: https://www.isc2.org/professional-development/courses/ai
• Harvard Business School: https://www.exed.hbs.edu/competing-age-ai-virtual
• Microsoft Azure AI Fundamentals: https://learn.microsoft.com/de-de/training/courses/ai-900t00

Webseiten

• MITRE ATLAS - MITRE’s repository of adversarial tactics and techniques used in AI and cybersecurity. 
• OWASP AI Exchange - Das ultimative Kompendium zum Thema AI Security.
• OWASP Top 10 LLM - OWASP’s top 10 security risks for large language models, focusing on potential vulnerabilities. 
• Kaggle - Platform for machine learning and data science competitions, datasets, and tutorials. 
• Hugging Face - Community-driven platform offering tools and models for natural language processing and machine learning. 
• OpenAI - Official platform for accessing OpenAI’s AI models, including GPT and other AI tools. 
• Meta AI - Meta’s research hub for AI innovation, exploring advancements in artificial intelligence. 
• PLOT4ai - Platform offering AI-powered financial data analysis tools and services. 
• AIDemos - Verschiedene AI Tools und Anbieter zum testen
• Computer Vision: Microsoft AI Vision
• hessian.AI hat das Ziel, die Spitzenforschung, die die dritte Welle der KI prägt, weiter voranzutreiben, und konzentriert sich auf konkrete praktische Anwendungen, um Antworten auf die wichtigen Herausforderungen unserer Zeit zu finden und transferiert Wissen in Wirtschaft und Gesellschaft.

Bücher

• Book: Hands-on Machine Learning for Cybersecurity by Soma Halder and Sinan Ozdemir - A practical guide to applying machine learning techniques to enhance cybersecurity. 

Frameworks und Guidelines/Hilfestellungen, Gesetzgebung

• ISO 42001 Artificial intelligence — Management System. Die ISO/IEC 42001 ist eine internationale Norm, die Unternehmen dabei unterstützt, Künstliche Intelligenz (KI) verantwortungsvoll und ethisch korrekt einzusetzen.
• OWASP AI Exchange: https://owaspai.org/
• PDF: Gartner’s AI Maturity Model: The CIO’s Guide to Artificial Intelligence - Framework for assessing and implementing AI strategies within organizations. 
• NIST AI Risk Management Framework: https://www.nist.gov/itl/ai-risk-management-framework
• Stanford The Foundation Model Transparency Index: https://github.com/stanford-crfm/fmti | https://crfm.stanford.edu/fmti/May-2024/index.html
• EU Artificial Intelligence Act: https://artificialintelligenceact.eu/
• OECD AI Principles: https://www.oehttps://www.oecd.org/en/topics/ai-principles.htmlcd.org/en/topics/ai-principles.html
• MITRE SAFE AI Framework: https://atlas.mitre.org/pdf-files/SAFEAI_Full_Report.pdf | MITRE Atlas
• Google Secure AI Framework (SAIF): https://safety.google/intl/de_ALL/safety/saif/
• AI Risk Check: https://ai-risk-check.com/ 

Artikel 

• Publikation: ENISA Cybersecurity of AI and Standardisation - https://www.enisa.europa.eu/publications/cybersecurity-of-ai-and-standardisation 
• BSI: Künstliche Intelligenz - https://www.bsi.bund.de/DE/Themen/Unternehmen-und-Organisationen/Informationen-und-Empfehlungen/Kuenstliche-Intelligenz/kuenstliche-intelligenz_node.html
• Article: Ethics and Discrimination in Artificial Intelligence-Enabled Recruitment Practices - Study exploring ethical issues and biases in AI-driven recruitment technologies. 
• Article: AI and Privacy: The Privacy Concerns Surrounding AI and Its Potential Impact on Personal Data - Discussion on privacy implications of AI and its effects on personal data security. 
• Article: Top AI Shops Fail Transparency Test - Analysis of how leading AI companies, such as Meta and OpenAI, perform on Stanford’s transparency index. 

AI Risk Zertifizierungen

• EC-Council: https://www.eccouncil.org/ai-courses/ | 
  Adopt: C|AIPM - Certified AI Program Manager
  Defend: C|OASP - Certified Offensive AI Security Professionel
  Govern: C|RAGE - Certified Responsible AI Governance & Ethics
• ISACA: https://www.isaca.org/credentialing/certifications 
  Advanced in AI Audit (AAIA™)
  Advanced in AI Security Management (AAISM™)
  Advanced in AI Risk (AAIR™)
• ISC2: https://www.isc2.org/new-ai-certification 
• Cloud Security Alliance (CSA): https://cloudsecurityalliance.org/education/taise 
  Trusted AI Safety Expert (TAISE)
  The Trusted AI Safety Expert (TAISE) certificate, developed by the Cloud Security Alliance (CSA) and Northeastern University, equips professionals to lead the safe, secure, and responsible development and deployment of AI systems.
• EXIN: https://www.exin.com/ai-security-professional-certification/ 
  EXIN's AI Security Professional (AISP) certification validates your ability to identify, test, and govern AI-specific security risks. Built on the OWASP AI Exchange, the open standard already shaping ISO and EU AI Act security guidance worldwide.
• GIAC: AI Focused

Apps

• grammarly.com - Korrigiert Grammatik