Security and Artificial Intelligence: A Crossdisciplinary Approach

Batina, Lejla, Bäck, Thomas, Buhan, Ileana

  • 出版商: Springer
  • 出版日期: 2022-04-08
  • 售價: $3,580
  • 貴賓價: 9.5$3,401
  • 語言: 英文
  • 頁數: 372
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030987949
  • ISBN-13: 9783030987947
  • 相關分類: 人工智慧資訊安全
  • 海外代購書籍(需單獨結帳)


AI for Cryptography.- Artificial Intelligence for the Design of Symmetric Cryptographic Primitives.- Traditional Machine Learning Methods for Side-Channel Analysis.- Deep Learning on Side-Channel Analysis.- Artificial Neural Networks and Fault Injection Attacks.- Physically Unclonable Functions and AI: Two Decades of Marriage.- AI for Authentication and Privacy.- Privacy-Preserving Machine Learning using Cryptography.- Machine Learning Meets Data Modification: the Potential of Pre-processing for Privacy Enhancement.- AI for Biometric Authentication Systems.- Machine Learning and Deep Learning for Hardware Fingerprinting. - AI for Intrusion Detection.- Intelligent Malware Defenses.- Open-World Network Intrusion Detection.- Security of AI.- Adversarial Machine Learning.- Deep Learning Backdoors. - On Implementation-level Security of Edge-based Machine Learning Models.