Machine learning in adversarial environments

2010/08/26 by Pavel Laskov, Richard P. Lippmann, Richard Lippmann · 67 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial machine learning #Adversarial system #Artificial intelligence #Computer science #Computer security #Intrusion detection system #Key (lock) #Machine learning #Malware #Network Security and Intrusion Detection #Spam and Phishing Detection #The Internet #World Wide Web

paper · doi:10.1007/s10994-010-5207-6

published in Machine Learning 81(2), 115-119 (Springer Science and Business Media LLC)

openalex publication_date 2010/08/26 · crossref created 2010/08/26 · crossref issued 2010/08/27 · crossref published 2010/08/27 · crossref published-online 2010/08/27 · crossref published-print 2010/11/01 · crossref deposited 2019/06/01 · openalex created_date 2025/10/10 · crossref indexed 2026/05/14 · openalex updated_date 2026/07/23

Citations

• The security of machine learning

Cited by

• Security Evaluation of Support Vector Machines in Adversarial Environments
• Security Evaluation of Pattern Classifiers under Attack
• Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann Machines
• Adversarial machine learning [wikipedia]