Video
Beginner
Empowering the Red Team: Automation in Cybersecurity
Introduction to automation concepts for red team operations and offensive security testing.
Home > Work Roles > AI Red Team / Breach & Attack Simulation Specialist
AI Red Team / Breach & Attack Simulation Specialist
AI Red Team Specialists use automated and AI-driven tools to simulate real-world attacks against organizations and AI systems. This role combines offensive security expertise with knowledge of LLM-powered automation, agentic AI security testing, and autonomous red teaming tools to continuously validate security controls and identify weaknesses in both traditional infrastructure and AI systems.
Red Team & AI Security
High Priority
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Free Learning Resources
18 ResourcesOpen access educational materials and documentation.
Video
Beginner
Webinar | Cymulate - Breach and Attack Simulation Made Simple
Introduction to Breach and Attack Simulation (BAS) concepts using the Cymulate platform.
Video
Beginner
Automated Red Teaming Fundamentals for Cybersecurity
Foundational concepts of automated red teaming and its role in security validation.
Video
Intermediate
Demo: AI Red Teaming
Hands-on demonstration of AI red teaming techniques and tools in action.
Video
Intermediate
Continuous Automated Red Teaming with FireCompass
Learn how FireCompass enables continuous automated red team operations for enterprise security.
Video
Intermediate
Pentera: Automated Security Validation and Red Teaming
Explore Pentera's approach to automated security validation and continuous red team testing.
Video
Expert
Advanced Automated Red Teaming for AI Systems
Expert-level webinar on automated red teaming specifically designed for testing AI and machine learning systems.
Video
Expert
Automating Software Security with LLMs (Offensive Use Cases and Red-Team Style Automation)
Expert deep-dive into using Large Language Models for offensive security automation and red team operations.
Video
Expert
Agentic AI Red Teaming | Rob van der Veer & Ken Huang (Cloud Security Alliance)
Cloud Security Alliance experts discuss agentic AI red teaming methodologies and frameworks.
Video
Intermediate
AI Red Teaming — Why & How to Jailbreak LLM Agents (YouTube / TMLS)
Conference talk on multi-turn jailbreak attacks against agents and why continuous automated red teaming is necessary.
Article
Beginner to Intermediate
AI Red Teaming Beginners Guide 2026 – Secure AI Systems (Practical DevSecOps)
Long-form guide on what AI red teaming is, attack techniques, and skills; ties to CASP/CAISP certification.
Article
Intermediate
Offensive Security in the Age of AI: Red Teaming LLM (OffSec)
OffSec article on its LLM Red Teaming Learning Path and hands-on labs against LLM deployments.
Video
Intermediate
LLM Security – How to Move Fast and Stay Secure (QA webinar)
60-minute webinar on hacking LLM applications, prompt-extraction attacks, and practical defenses.
Article
Advanced
What Features in Prompts Jailbreak LLMs? (BlackboxNLP 2025)
Research paper on 10,800 jailbreak attempts and non-linear features that predict jailbreak success.
Article
Advanced
Embedded Jailbreak Templates for Advancing LLM Security (arXiv)
arXiv preprint on Embedded Jailbreak Templates (EJT) for constructing and evaluating jailbreak templates.
Article
Intermediate
OWASP Top 10 LLM, Updated 2025: Examples & Mitigation (Oligo Academy)
Vendor-backed guide to each OWASP Top 10 for LLM Applications with examples and mitigations.
Event
Intermediate to Advanced
WAITI 2025 – Workshop on AI for Cyber Threat Intelligence
December 2025 workshop on using AI/LLMs for cyber threat intelligence and proactive defense.
Event
Advanced
Lock-LLM Workshop at NeurIPS 2025
Workshop on preventing unauthorized knowledge use from LLMs: un-distillable, un-finetunable, un-compressible, un-editable, un-usable models.
Premium Learning Resources
5 ResourcesProfessional courses and premium content for advanced learning.
Course
Intermediate
Premium
Secure AI: Red-Teaming & Safety Filters (Coursera)
Design LLM red-teaming scenarios, build adversarial tests, and implement content-safety filters.
Course
Intermediate to Advanced
Premium
Mastering LLM Integration Security: Offensive & Defensive Tactics (QA)
Two-day, lab-heavy course on exploiting and defending LLM-based systems.
Event
Intermediate
Premium
FAIRCON25: AI Red Teaming and Risk Analysis Workshop
Two-day workshop at FAIRCON on AI red teaming and risk analysis with 15+ hands-on labs.
Course
Intermediate to Advanced
Premium
AI Red-Teaming & Security Masterclass (LearnPrompting)
Paid masterclass on AI red-teaming and AI security techniques.
Course
Intermediate
Premium
Break Into AI Testing – Engenious University (Jan 2026 run)
Course on integrating AI-driven assertions, synthetic data, and red-team suites into QA pipelines.