Introduction to AML Script

Abstract

When completed the student should be familiar with the concept of Adversarial Machine Learning and be able to communicate a basic taxonomy for machine learning vulnerabilities and understand why defending machine learning models is difficult.

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Document Details

Document Type
Technical Report
Publication Date
Aug 01, 2023
Accession Number
AD1208622

Entities

People

  • Nicholas Carlini

Organizations

  • Carnegie Mellon University

Tags

DTIC Thesaurus Topics

  • Artificial Intelligence
  • Communities
  • Copyrights
  • Department Of Defense
  • Engineering
  • Governments
  • Guarantees
  • Learning
  • Lessons Learned
  • Machine Learning
  • Materials
  • Poisoning
  • Software Development
  • Supply Chain
  • Taxonomy
  • Test And Evaluation
  • Universities
  • Unmanned Vehicles
  • Vulnerability

Fields of Study

  • Computer science

Readers

  • Artificial Intelligence
  • Cybersecurity.
  • Molecular and genetic basis of cancer.

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks