Search Results for author: Mohammad Almseidin

Found 5 papers, 0 papers with code

Fuzzy Rule Interpolation Toolbox for the GNU Open-Source OCTAVE

no code implementations10 Dec 2019 Maen Alzubi, Mohammad Almseidin, Mohd Aaqib Lone, Szilveszter Kovacs

In most fuzzy control applications (applying classical fuzzy reasoning), the reasoning method requires a complete fuzzy rule-base, i. e all the possible observations must be covered by the antecedents of the fuzzy rules, which is not always available.

Intrusion Detection Mechanism Using Fuzzy Rule Interpolation

no code implementations18 Apr 2019 Mohammad Almseidin, Szilveszter Kovacs

The performance of the FRI-IDS example application is compared to other common classification algorithms used for detecting DDOS attacks on the same open source test-bed environment.

Cryptography and Security

Fuzzy Rule Interpolation and SNMP-MIB for Emerging Network Abnormality

no code implementations21 Nov 2018 Mohammad Almseidin, Mouhammd Al-kasassbeh, Szilveszter Kovacs

In this paper, we introduce a novel idea capable of supporting the proper data source while avoiding the issues associated with the binary decision.

Networking and Internet Architecture Cryptography and Security

Evaluation of Machine Learning Algorithms for Intrusion Detection System

no code implementations8 Jan 2018 Mohammad Almseidin, Maen Alzubi, Szilveszter Kovacs, Mouhammd Al-kasassbeh

The focus was on false negative and false positive performance metrics in order to enhance the detection rate of the intrusion detection system.

BIG-bench Machine Learning Intrusion Detection

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