31 citations · 82 across the 12 of their papers we have counts for
6 papers · 1 filter
Fuzzy Rule Interpolation and SNMP-MIB for Emerging Network Abnormality
Mohammad Almseidin, Mouhammd Alkasassbeh, Szilveszter Kovacs
It is difficult to implement an efficient detection approach for Intrusion Detection Systems (IDS) and many factors contribute to this challenge. One such challenge concerns establ…
Classification of malware based on file content and characteristics
Mouhammd Alkasassbeh, Samail Al-Daleen
In general, the industry of malware has come to be a market which brings on loads of money by investing and implementing high end technology to escape traditional detection while v…
Machine Learning Methods for Network Intrusion Detection
Mouhammad Alkasassbeh, Mohammad Almseidin
Network security engineers work to keep services available all the time by handling intruder attacks. Intrusion Detection System (IDS) is one of the obtainable mechanisms that is u…
Intensive Preprocessing of KDD Cup 99 for Network Intrusion Classification Using Machine Learning Techniques
Ibrahim Obeidat, Nabhan Hamadneh, Mouhammd Al-kasassbeh +1
Network security engineers work to keep services available all the time by handling intruder attacks. Intrusion Detection System (IDS) is one of the obtainable mechanism that used…
Evaluation of Machine Learning Algorithms for Intrusion Detection System
Mohammad Almseidin, Maen Alzubi, Szilveszter Kovacs +1
Intrusion detection system (IDS) is one of the implemented solutions against harmful attacks. Furthermore, attackers always keep changing their tools and techniques. However, imple…
A Novel Hybrid Method for Network Anomaly Detection Based on Traffic Prediction and Change Point Detection
Mouhammd Alkasassbeh
In recent years, computer networks have become more and more advanced in terms of size, applications, complexity and level of heterogeneity. Moreover, availability and performance…