Human vs AI - How to Ship Secure Code

Overview

Explore strategies for developing secure code in the age of AI, comparing human and machine approaches to identify vulnerabilities and enhance software security.

Syllabus

• Introduction to Software Security
Overview of software security principles
Common vulnerabilities and threats
• The Role of AI in Software Development
AI technologies in programming
Benefits and limitations of AI in coding
• Human-Centric Approaches to Secure Coding
Best practices for manual code review
Secure coding standards and guidelines
• AI-Driven Vulnerability Detection
Overview of AI tools for security testing
Case studies of AI identifying vulnerabilities
• Comparative Analysis: Human vs AI
Strengths and weaknesses of humans in security
AI's advantages and challenges in security tasks
• Integrating AI into Secure Development Lifecycles
Tools and platforms for AI-assisted secure coding
Continuous integration of AI in development processes
• Techniques for Enhancing Code Security
Dynamic vs. static analysis methods
Threat modeling in AI-powered development
• Future Trends in AI and Secure Coding
Emerging AI technologies in cybersecurity
The evolving role of humans in AI-assisted development
• Practical Workshop: Secure Code Implementation
Hands-on sessions with AI tools for coding
Collaborative exercises in human and machine interaction
• Course Review and Conclusion
Summary of key learnings
Next steps in secure software development strategies

Subjects

Conference Talks