ACM Workshop on Artificial Intelligence and Security (AISEC)

November 15th, 2019

 November 15th, 2019  

ACM Workshop on Artificial Intelligence and Security (AISEC)

United Kingdom » 
November 15th, 2019

Event Website

InfoSec Conference Summary

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Recent years have seen a dramatic increase in applications of machine learning, artificial intelligence, and data mining to privacy and security problems. The use of ML and AI in security-sensitive domains, in which adversaries may attempt to mislead or evade intelligent machines, creates new frontiers for security research. The recent widespread adoption of deep learning techniques, whose security properties are difficult to reason about directly, has only added to the importance of this research.

Now in its 12th year, the AISec workshop is one of the leading platforms for discussing and presenting new developments in the intersection of security and privacy with AI and machine learning.

Topics of interest include (but are not limited to):

AI/ML Security

  • Adversarial attacks on machine learning
  • Defenses against adversarial attacks
  • Security of deep learning systems
  • Theoretical foundations of machine learning security
  • Formal verification of machine learning models
  • Differential privacy and privacy-preserving learning
  • Explainability and Fairness

AI/ML for Computer Security

  • Spam and phishing detection
  • Botnet and malware detection
  • Intrusion detection and response
  • Computer forensics
  • Data anonymization/de-anonymization
  • Security in social networks
  • Vulnerability discovery

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