Understanding of Generative AI and AI-agent security risks, including prompt injection, model inversion, model extraction, retrieval augmented generation (RAG) poisoning, model supply chain risks, agentic AI risks, and AI misuse scenario. + Knowledge of security methodologies and frameworks including STRIDE, MITRE ATLAS, MITRE ATT&CK, OWASP Machine Learning Top 10, vulnerability management platforms, threat modeling methodologies, and SIEM technologies.