Comprehensive collection of AI-enhanced cybersecurity learning materials
Showing 164 of 164 resources
Public GitHub repo from Google & Kaggle Nov 2025 agents course: foundations, tools, planning, RAG, memory, multi-agent.
January 2026 Microsoft event with sessions on Copilot CLI, scripting, and customizing Copilot for your workflow.
Free cohort-style course on vibe coding and integrating AI dev tools into real workflows.
Conference talk on multi-turn jailbreak attacks against agents and why continuous automated red teaming is necessary.
Long-form guide on what AI red teaming is, attack techniques, and skills; ties to CASP/CAISP certification.
Paid masterclass on AI red-teaming and AI security techniques.
Course on integrating AI-driven assertions, synthetic data, and red-team suites into QA pipelines.
arXiv preprint on Embedded Jailbreak Templates (EJT) for constructing and evaluating jailbreak templates.
Two-day workshop at FAIRCON on AI red teaming and risk analysis with 15+ hands-on labs.
Public repo outline for January 2026 live training on Copilot foundations, chat, and Agent Mode.
Instructor-led training on setting up, configuring, and using Copilot for code completion, Chat, CLI, and applied exercises.
Short course on how Copilot interprets context, generates code suggestions, and integrates with modern IDEs.
Curated list of free Microsoft-run live sessions on GitHub Copilot and Azure AI Foundry labs.
Free courses on AI-assisted programming with Junie, integrated with JetBrains IDEs.
60-minute webinar on hacking LLM applications, prompt-extraction attacks, and practical defenses.
Workshop on preventing unauthorized knowledge use from LLMs: un-distillable, un-finetunable, un-compressible, un-editable, un-usable models.
Two-day, lab-heavy course on exploiting and defending LLM-based systems.
OffSec article on its LLM Red Teaming Learning Path and hands-on labs against LLM deployments.
Vendor-backed guide to each OWASP Top 10 for LLM Applications with examples and mitigations.
Design LLM red-teaming scenarios, build adversarial tests, and implement content-safety filters.
December 2025 workshop on using AI/LLMs for cyber threat intelligence and proactive defense.
Research paper on 10,800 jailbreak attempts and non-linear features that predict jailbreak success.
Expert-level webinar on automated red teaming specifically designed for testing AI and machine learning systems.
Expert techniques for visual testing and debugging using Applitools AI-powered platform.
Cloud Security Alliance experts discuss agentic AI red teaming methodologies and frameworks.
Learn how to use GitHub Copilot to debug failing unit tests effectively.
Enterprise implementation of AI-powered threat detection and automated response systems.
Introduction to codeless test automation using TestRigor's generative AI platform.
Foundational concepts of automated red teaming and its role in security validation.
Expert deep-dive into using Large Language Models for offensive security automation and red team operations.
Comprehensive pytest course covering everything from basics to advanced testing patterns.
Learn how FireCompass enables continuous automated red team operations for enterprise security.
Hands-on demonstration of AI red teaming techniques and tools in action.
Introduction to automation concepts for red team operations and offensive security testing.
Advanced features of TestRigor's generative AI for comprehensive test automation.
Learn how AI can automatically generate test cases from requirements or code.
Expert deep-dive into production pytest framework architecture for QA automation.
Foundational debugging techniques for Python programs with methodical approach.
Expert guide on training and fine-tuning AI models for security analysis tasks.
Explore Pentera's approach to automated security validation and continuous red team testing.
Advanced masterclass covering enterprise-grade AI-powered threat detection and response strategies.
Introduction to Breach and Attack Simulation (BAS) concepts using the Cymulate platform.
Learn safe and effective methods for using AI to debug Python code.
Learn how AI accelerates and enhances incident response processes from detection to remediation.
Technical deep-dive into the architecture and capabilities of Microsoft's AI security assistant.
Comprehensive overview of Microsoft Copilot for Security features, use cases, and implementation.
See Microsoft Security Copilot in action, demonstrating AI-powered threat investigation and response.
Introduction to AI-powered SOC operations and how AI transforms traditional security analyst workflows.
Explore how AI automates repetitive SOC tasks and streamlines incident response workflows.
Official Anthropic tutorial teaching prompt engineering techniques through hands-on Jupyter notebooks.
Advanced AWS cloud security certification.
Hands-on defensive security challenges for SOC analysts and incident responders.
Professional certificate covering AI applications in cybersecurity from CMU.
Authoritative guidance on DevSecOps implementation for critical infrastructure.
Government-backed cybersecurity training with on-demand courses.
Advanced resources on cloud-native security and microservices protection.
Foundational cloud security knowledge across multiple providers.
Advanced security guidance for cloud computing with controls matrix.
Advanced certification for enterprise security architecture and operations.
Vendor-neutral certification for cloud security, deployment, and management.
Intermediate certification focusing on behavioral analytics and threat detection.
Network infrastructure fundamentals crucial for cybersecurity engineering.
Premier global certification for establishing core security skills.
Structured cybersecurity training with curated career paths.
Free course by Andrew Ng and Isa Fulford teaching prompt engineering for application development.
Certification validating foundational DevSecOps knowledge and practices.
Comprehensive free resources for advanced threat hunting techniques.
Advanced certification validating DevSecOps engineering skills.
Industry-standard certification validating threat intelligence skills.
5-course series covering information security fundamentals and hands-on labs.
Advanced threat intelligence resources with analysis techniques and tools.
Intensive program for cybersecurity engineering roles with hands-on tools.
Advanced certification validating expert-level threat intelligence skills.
Intermediate certification validating DevSecOps skills and automation.
Professional certification for Google Cloud Platform security expertise.
Beginner-friendly professional certificate for entry-level security analyst roles.
Structured cybersecurity training with real-world scenarios and hands-on labs.
14-course series teaching job-ready skills including penetration testing and forensics.
Management certification focusing on AI governance and risk assessment.
Advanced multi-cloud security expertise certification.
Free entry-level cybersecurity certification program from ISC2.
Real-world cybersecurity scenarios and SOC-focused interactive training.
Specialized certification focusing on MITRE ATT&CK for threat intelligence.
Azure security implementation and management certification.
Practical certification covering AI security implementations and threat detection.
Comprehensive government guidance on cloud security implementation.
Comprehensive guidance on implementing enterprise cybersecurity frameworks.
Advanced cybersecurity learning resources for security professionals.
The gold standard penetration testing certification with intensive hands-on training.
Enterprise-grade open source tools for multi-cloud security assessment.
Comprehensive collection of enterprise-grade open source cybersecurity tools.
Official OpenAI documentation on prompt engineering strategies and best practices.
Comprehensive free resources on secure development and DevSecOps practices.
Step-by-step web security exercises with instant feedback and clear explanations.
Industry-leading free training on web application security with interactive labs.
Advanced certification covering AI security throughout the development lifecycle.
Advanced certification covering comprehensive DevSecOps expertise.
Free community resources with DevSecOps best practices and tools.
Advanced AI security resources and research from SANS Institute.
Free cybersecurity community resources with foundational training.
Extensive free resources on threat intelligence including white papers and case studies.
Comprehensive resources on adversarial machine learning and detection methods.
Certification covering fundamental AI security concepts and defense mechanisms.
Gamified, beginner-friendly cybersecurity training with hands-on virtual labs.
Intermediate techniques for crafting effective prompts that yield better AI-generated code.
Hands-on tutorial for creating your first complete application using AI-assisted development.
Expert techniques for architecting and building sophisticated multi-component systems with AI.
Expert-level guide to creating scalable, production-quality applications using AI-assisted development.
Intermediate guide to creating full-stack web applications using AI-assisted development.
Free comprehensive course from Anthropic on using Claude Code for AI-assisted software development.
In-depth tutorial covering the complete vibe coding workflow from setup to deployment.
Master the art of debugging and refining your vibe-coded projects with AI help.
Real-world vibe coding techniques and workflow demonstrations for building applications.
Learn effective patterns and workflows for building robust projects with AI assistance.
Learn the fundamentals of vibe coding - building software by describing what you want to AI coding assistants.
Access to 3,000+ courses and labs covering cloud security, AI, and cybersecurity fundamentals.
Comprehensive cybersecurity certificate program from Google with AI integration.
Foundational security course covering essential concepts with AI-enhanced learning.
Hands-on labs with LLMs, SOAR, and cloud detection tools
Comprehensive AI security landscape and incident analysis
Hands-on threat hunting with network analysis and endpoint detection.
Free training covering AWS security basics and shared responsibility model.
Free courses on critical infrastructure protection and security architecture.
Free introductory courses on cloud security fundamentals.
Introductory course covering AI security basics and common vulnerabilities.
Practical skills in proactive threat hunting methodologies.
Comprehensive course covering secure coding practices and threat modeling.
Foundational course covering DevSecOps principles and culture.
Advanced course on federated learning security and privacy-preserving ML.
Advanced technical training on security-driven networking and modern technologies.
Advanced threat hunting techniques and threat intelligence analysis.
Comprehensive cloud security training for Google Cloud Platform.
Specialized training on advanced adversarial ML techniques and defenses.
Comprehensive training on secure software development lifecycle implementation.
Free training on Azure security services and monitoring tools.
Foundational knowledge for security engineers working with Microsoft technologies.
Strategic approaches to implementing AI in cybersecurity operations.
Foundational knowledge of the MITRE ATT&CK framework for threat analysis.
Free course on adversarial machine learning concepts and defense strategies.
Foundational SANS course on threat intelligence fundamentals.
Foundational SANS course providing comprehensive security knowledge.
Hands-on secure development training with vulnerability identification.
Complete AI/ML tutorial covering supervised, unsupervised learning, neural networks, and transformers.
Overview of how AI is transforming cybersecurity operations.
Podcast discussion on AI’s role in DevSecOps workflows.
Beginner’s guide to cloud security with AI enhancements.
Beginner’s guide to cloud security with project ideas.
Boost your AI video prompts with JSON techniques
Advanced LLM penetration testing focusing on social engineering techniques.
GCP playlist for secure MLOps and model protection
Use AI to automate security report generation
AI SOC automation playbooks and transformation strategies
Dark web and ransomware trends analysis with AI.
Dedicated channel on ML security applications
Gamified Azure cloud security training
Apply LLMs within Nuclei’s JSON extractor to parse and classify security IOCs.
Proactive AI-based threat intelligence strategies.
Implementing MLSecOps for AI system security.
GenAI pentesting methodologies and AI vulnerability assessment.
Using LLMs to generate and refine JSON schemas for secure data pipelines.
Cloud security fundamentals with AI-driven protection
Day 1 of a 3-day ML bootcamp for cybersecurity.
ML integration with SIEM for anomaly detection.
3-part series on ML for security analysts with Python labs.