Malcolm I. Heywood

SELECTING FEATURES FOR INTRUSION DETECTION: A FEATURE RELEVANCE ANALYSIS ON KDD 99 INTRUSION DETECTION DATASETS

H. Güneş Kayacık, A. Nur Zincir‐Heywood, Malcolm I. Heywood · 2005 · 277 citations

Computing, Computer Engineering, Computer Science +14

Analyzing Data Granularity Levels for Insider Threat Detection Using Machine Learning

Duc C. Le, A. Nur Zincir‐Heywood, Malcolm I. Heywood · IEEE Transactions on Network and Service Management · 2020 · 173 citations

Computing, Computer Science, Cybersecurity +14

A hierarchical SOM-based intrusion detection system

H. Güneş Kayacık, A. Nur Zincir‐Heywood, Malcolm I. Heywood · Engineering Applications of Artificial Intelligence · 2006 · 163 citations

Computing, Computer Engineering, Computer Science +9

Training Genetic Programming on Half a Million Patterns: An Example From Anomaly Detection

D. Song, Malcolm I. Heywood, A. Nur Zincir‐Heywood · IEEE Transactions on Evolutionary Computation · 2005 · 159 citations

Computing, Computer Science, Computer Security +16

On the capability of an SOM based intrusion detection system

A. Nur Zincir‐Heywood, Malcolm I. Heywood · 2004 · 149 citations

Computing, Computer Science, Information Technology +17