Risks, Threats, and Challenges of AI

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It’s important to know that AI is not the solution to every problem. Additionally there are some real risks, threats, and challenges to the use and adoption of AI. This course will provide a foundational level overview to help you recognize data and network security and privacy risks that come with AI, as well as AI bias, complementary compliance, incident response, as well as unique challenges to the organization.

What Will I Learn?

  • Current risks associated with AI
  • Safety and security issues with AI and Machine Learning
  • Privacy and data security for AI
  • AI system governance
  • Data security, data access, and data governance
  • Adversarial attacks on machine learning systems
  • Addressing system Bias
  • Protecting training data and ML operational data

Who is this Training For?

  • C-Level Executives
  • Commanding Officers
  • Directors
  • Project Manager
  • Product Manager
  • Capability Manager
  • Technical Manager
  • Acquisitions Manager
  • Procurement & Contracting
  • Computer Systems Programmer
  • Developer
  • AI Research Associate
  • Data Scientist
  • AI / Machine Learning (ML) Engineer
  • AI Assurance Engineer
  • Test & Evaluation Engineer, System Engineer
  • Network Analyst / Network operations
  • Data Analyst
  • Operations Research Analyst
  • Deployment Engineer
  • Knowledge Operations Manager
  • Network Infrastructure Engineer
  • Information Technician
  • Data engineer
  • Data technician
  • Program manager
  • Project manager
  • Supply program manager
  • Designers
  • User support technicians
  • Data support personnel
  • Support staff
  • Maintainer
  • Intelligence analyst
  • Specialist
  • Legal / Personnel

Supported Learning Paths

  • Cognilytica: AI Decision-Makers, Procuring AI
  • DoD JAIC: Lead AI, Drive AI, Create AI, Embed AI, Facilitate AI, Employ AI
  • Edison DSF: Data Science Managers (DSP01 - DSP03), Data Science Professionals (DSP04 -DSP09), Data Engineering & Management Professionals (DSP10-DSP16), Data & User Support (DSP20-DSP22)

Learning Levels

  • DoD JAIC AI: BASIC (Foundation) Level
  • Edison DSF: Level 2-3
  • Category: Responsible AI