Master the critical application security skills that protect enterprise systems from evolving cyber threats. This course transforms you into a security-savvy professional who can systematically evaluate security postures, establish development guardrails, and manage software supply chain risks.
This short course was created to help Machine Learning and AI professionals accomplish comprehensive application security assessment and governance.
By completing this course, you'll be able to interpret complex threat models and penetration test findings to make informed security decisions, establish secure coding standards that development teams can actually follow, and transform overwhelming vulnerability scan data into actionable remediation plans that protect your organization's most critical assets
By the end of this course, you will be able to:
• Evaluate system security postures using threat modeling and penetration testing results
• Create secure coding guidelines and review checklists for development teams
• Analyze dependency vulnerability scan reports to prioritize remediation efforts
This course is unique because it bridges the gap between security theory and practical implementation, focusing on real-world scenarios that ML and AI professionals face when securing complex systems and managing development workflows.
To be successful in this course, you should have a background in basic cybersecurity concepts, software development practices, and familiarity with enterprise risk management principles.
Learners will master systematic security assessment by analyzing threat modeling outputs and penetration testing findings to make informed security decisions for AI systems.
涵盖的内容
3个视频1篇阅读材料2个作业
显示有关单元内容的信息
3个视频•总计10分钟
Why Security Posture Evaluation Matters in AI Systems•3分钟
Understanding Threat Models and Penetration Testing•6分钟
Analyzing Threat Modeling Outputs•2分钟
1篇阅读材料•总计12分钟
Systematic Security Assessment Methodologies•12分钟
2个作业•总计20分钟
Security Posture Assessment Exercise•15分钟
Security Evaluation Knowledge Check•5分钟
Module 2: Create Secure Coding Guidelines for Development Teams
第 2 单元•小时 后完成
单元详情
Learners will develop comprehensive secure coding frameworks that bridge security requirements with developer workflow realities, providing actionable guidance that scales across development teams.
Learners will master contextual risk analysis of dependency vulnerabilities, transforming overwhelming vulnerability scan data into actionable remediation plans that protect organization's most critical assets.
涵盖的内容
3个视频1篇阅读材料3个作业
显示有关单元内容的信息
3个视频•总计15分钟
Managing Software Supply Chain Risks•3分钟
Risk Prioritization Methodologies•9分钟
Interpreting Vulnerability Scan Reports•3分钟
1篇阅读材料•总计10分钟
Understanding Vulnerability Scanning and CVSS Scoring•10分钟
3个作业•总计35分钟
Vulnerability Triage and Prioritization•15分钟
Dependency Management Knowledge Check•5分钟
AI Fairness and Center of Excellence Assessment•15分钟
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