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AI Training

Machine Learning Security Training

BONUS! Cyber Phoenix Subscription Included: All Phoenix TS students receive complimentary ninety (90) day access to the Cyber Phoenix 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 Phoenix TS Training 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! Cyber Phoenix Subscription Included: All Phoenix TS students receive complimentary ninety (90) day access to the Cyber Phoenix learning platform, which hosts hundreds of expert asynchronous training courses in Cybersecurity, IT, Soft Skills, and Management and more!

Phoenix TS 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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