BONUS! LEXX Online Subscription Included: All LEXX Live students receive complimentary ninety (90) day access to the LEXX Online learning platform, which hosts hundreds of expert asynchronous training courses in Cybersecurity, IT, Soft Skills, and Management and more!
Course Overview
This four day, instructor led ML Security training course in Washington, DC Metro, Tysons Corner, VA, Columbia, MD or Live Online, teaches developers the specialized secure coding skills needed to protect their ML applications from attacks. Attendees learn how to identify and address potential security vulnerabilities in their applications and how to avoid the security pitfalls of the Python programming language. At the completion of this course, participants will be able to:
- Understand the basics of cyber security
- Identify different types of machine learning models
- Understand the different ways that machine learning can be used in cybersecurity
- Apply the concepts to real-world problems
Schedule
Currently, there are no public classes scheduled. Please contact a LEXX LIVETraining Consultant to discuss hosting a private class at 301-258-8200.
Prerequisites
All learners are required to have:
- This course is intended for Python developers working on machine learning systems
Course Outline
Cyber Security Basics
Cyber Security in Machine Learning
Using ML in Cyber Security
Malicious Use of AI and ML
Adversarial Machine Learning
Denial of Service
Input Validation Principles
Injection
Integer Handling Problems
Files and Streams
Unsafe Native Code
Input Validation in Machine Learning
Security Features
Time and State
Errors
Using Vulnerable Components
Cryptography for Developers
Security Testing
Wrap Up
BONUS! LEXX Online Subscription Included: All LEXX Live students receive complimentary ninety (90) day access to the LEXX Online learning platform, which hosts hundreds of expert asynchronous training courses in Cybersecurity, IT, Soft Skills, and Management and more!
LEXX Live is registered with the National Association of State Boards of Accountancy (NASBA) as a sponsor of continuing professional education on the National Registry of CPE Sponsors. State boards of accountancy have final authority on the acceptance of individual courses for CPE credit. Complaints re-garding registered sponsors may be submitted to the National Registry of CPE Sponsors through its web site: www.nasbaregistry.org
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