Features extraction on iot intrusion detection system using principal components analysis (PCA)

• Main Authors: Sharipuddin, Sharipuddin, Purnama, Benni, Kurniabudi, Kurniabudi, Winanto, Eko Arip, Stiawan, Deris, Hanapi, Darmawiiovo, Idris, Mohd. Yazid, Budiarto, Rahmat
• Format: Conference or Workshop Item
• Published: 2020
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/92443/; http://dx.doi.org/10.23919/EECSI50503.2020.9251292

Feature extraction solves the problem of finding the most efficient and comprehensive set of features. A Principle Component Analysis (PCA) feature extraction algorithm is applied to optimize the effectiveness of feature extraction to build an effective intrusion detection method. This paper uses th...