Protect Your Machine Learning Applications from SolarWinds' Attacks

Abstract

Outline: Anatomy of a Supply Chain Attack: SolarWinds. Understanding the ML Attack Surface. Understanding Risks of Transfer Learning Remedies and Limitations. Additional Attacks on Machine Learning Applications.

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Document Details

Document Type
Technical Report
Publication Date
Oct 19, 2020
Accession Number
AD1150261

Entities

People

  • Mark S. Sherman

Organizations

  • Carnegie Mellon University

Tags

DTIC Thesaurus Topics

  • Artificial Intelligence
  • Artificial Intelligence Computing
  • Artificial Intelligence Software
  • Commerce
  • Computer Languages
  • Data Sets
  • Deepfakes
  • Department Of Defense
  • Dimensionality Reduction
  • Education
  • Engineering
  • Governments
  • Guarantees
  • Language
  • Learning
  • Machine Learning
  • Materials
  • Neural Networks
  • Patents
  • Risk Factors
  • Software Development
  • Supply Chain
  • Trademarks
  • Training
  • Universities

Fields of Study

  • Computer science

Readers

  • Emergency Management and Homeland Security.
  • Marine Mammal Biology
  • Neural Network Machine Learning.

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks