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ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal. Número 1

ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal. Número 1

The Intelligence Community Studies Board (ICSB) of the National Academies of Sciences, Engineering, and Medicine convened a workshop on December 11-12, 2018, in Berkeley, California, to discuss robust machine learning algorithms and systems for the detection and mitigation of adversarial attacks and anomalies. This publication summarizes the presentations and discussions from the workshop.

  • Cover
  • Front Matter
  • 1 Introduction
  • 2 Plenary Session
  • 3 Adversarial Attacks
  • 4 Detection and Mitigation of Adversarial Attacks and Anomalies
  • 5 Enablers of Machine Learning Algorithms and Systems
  • 6 Recent Trends in Machine Learning, Parts 1 and 2
  • 7 Plenary Session
  • 8 Recent Trends in Machine Learning, Part 3
  • 9 Machine Learning Systems
  • References
  • Appendixes
  • Appendix A: Biographical Sketches of Workshop Planning Committee
  • Appendix B: Workshop Agenda
  • Appendix C: Workshop Statement of Task
  • Appendix D: Capability Technology Matrix
  • Appendix E: Acronyms

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