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Overview
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Learn to integrate comprehensive security measures into your DevOps pipeline with a focus on AI-specific threats and modern protection strategies. Explore the inherent tension between DevOps speed and security requirements, understanding how to balance rapid deployment cycles with robust security practices. Discover the fundamentals of AI security challenges and examine how artificial intelligence introduces unique vulnerabilities that traditional security approaches may not address. Master next-generation firewall technologies and their role in protecting modern development environments. Gain practical insights into seamlessly incorporating security tools and processes into existing DevOps workflows without compromising deployment velocity. Understand AI-specific threats including adversarial attacks, data poisoning, and model manipulation, along with corresponding protection mechanisms. Develop a strategic roadmap for implementing security-first DevOps practices, including practical rollout strategies that can be adapted to various organizational contexts and technical environments.
Syllabus
Introduction and Overview
The Challenge of AI Security
DevOps and Security Tension
Understanding AI Security
Next Generation Firewalls
Integrating Security into DevOps
AI-Specific Threats and Protections
Practical Rollout and Roadmap
Conclusion and Key Takeaways
Taught by
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