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Network Intrusion Detection with a Hashing Based Apriori Algorithm Using Hadoop MapReduce

https://doi.org/10.3390/computers8040086

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Android Malware Detection: A Survey

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Improvement of Apriori-Pro Algorithm Based on MapReduce

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Systematic Mapping Study of Utility-Driven Platforms for Clouds

inferredcites →https://doi.org/10.1007/978-3-319-42634-1_12openalex-snapshot

Frequent-Itemset Mining Using Locality-Sensitive Hashing

inferredcites →https://doi.org/10.1007/bf02994844openalex-snapshot

A revised taxonomy for intrusion-detection systems

inferredcites →https://doi.org/10.1007/s00500-017-2856-4openalex-snapshot

A multi-objective evolutionary fuzzy system to obtain a broad and accurate set of solutions in intrusion detection systems

inferredcites →https://doi.org/10.1007/s10586-017-1117-8openalex-snapshot

A survey of deep learning-based network anomaly detection

inferredcites →https://doi.org/10.1016/j.comnet.2007.02.001openalex-snapshot

An overview of anomaly detection techniques: Existing solutions and latest technological trends

inferredcites →https://doi.org/10.1016/j.comnet.2019.01.023openalex-snapshot

Internet of Things: A survey on machine learning-based intrusion detection approaches

inferredcites →https://doi.org/10.1016/j.future.2017.09.056openalex-snapshot

Dendron : Genetic trees driven rule induction for network intrusion detection systems

inferredcites →https://doi.org/10.1016/j.ijcip.2018.06.001openalex-snapshot

Anomaly behavior detection and reliability assessment of control systems based on association rules

inferredcites →https://doi.org/10.1016/j.jprocont.2015.04.005openalex-snapshot

SysDetect: A systematic approach to critical state determination for Industrial Intrusion Detection Systems using Apriori algorithm

inferredcites →https://doi.org/10.1016/j.procs.2015.07.392openalex-snapshot

MapReduce: Simplified Data Analysis of Big Data

inferredcites →https://doi.org/10.1016/j.procs.2016.04.249openalex-snapshot

A Cooperative and Hybrid Network Intrusion Detection Framework in Cloud Computing Based on Snort and Optimized Back Propagation Neural Network

inferredcites →https://doi.org/10.1016/j.proeng.2012.06.181openalex-snapshot

Frequent Itemset Generation using Double Hashing Technique

inferredcites →https://doi.org/10.1080/21681015.2014.975163openalex-snapshot

Integration of rough sets and support vector machines for network intrusion detection

inferredcites →https://doi.org/10.1088/1742-6596/1176/3/032052openalex-snapshot

Frequent Attack Sequences-based Network log Mining

inferredcites →https://doi.org/10.1088/1742-6596/1235/1/012020openalex-snapshot

An Improved Model for Alleviating Layer Seven Distributed Denial of Service Intrusion on Webserver

inferredcites →https://doi.org/10.1109/act.2009.185openalex-snapshot

Performance Comparison of Hashing Algorithm with Apriori

inferredcites →https://doi.org/10.1109/aiccsa.2017.78openalex-snapshot

Identifying Intrusions in Computer Networks Using Robust Fuzzy PCA

inferredcites →https://doi.org/10.1109/bigdata.2016.7840633openalex-snapshot

Performance evaluation of big data frameworks for large-scale data analytics

inferredcites →https://doi.org/10.1109/cec.2013.6557670openalex-snapshot

MapReduce intrusion detection system based on a particle swarm optimization clustering algorithm

inferredcites →https://doi.org/10.1109/cisda.2009.5356528openalex-snapshot

A detailed analysis of the KDD CUP 99 data set

inferredcites →https://doi.org/10.1109/compcomm.2015.7387549openalex-snapshot

Research on the improvement of Apriori algorithm and its application in intrusion detection system

inferredcites →https://doi.org/10.1109/comst.2019.2896380openalex-snapshot

Network Intrusion Detection for IoT Security Based on Learning Techniques

inferredcites →https://doi.org/10.1109/iccubea.2017.8463915openalex-snapshot

Frequent Itemset Mining Using Improved Apriori Algorithm with MapReduce

inferredcites →https://doi.org/10.1109/icprime.2012.6208344openalex-snapshot

Network programming and mining classifier for intrusion detection using probability classification

inferredcites →https://doi.org/10.1109/surv.2013.052213.00046openalex-snapshot

Network Anomaly Detection: Methods, Systems and Tools

inferredcites →https://doi.org/10.1109/tifs.2007.916288openalex-snapshot

An FPGA-Based Network Intrusion Detection Architecture

inferredcites →https://doi.org/10.1109/tkde.2008.39openalex-snapshot

Hardware-Enhanced Association Rule Mining with Hashing and Pipelining

inferredcites →https://doi.org/10.1145/1152154.1152155openalex-snapshot

Experiences with MapReduce, an abstraction for large-scale computation

inferredcites →https://doi.org/10.1145/2345396.2345501openalex-snapshot

Network intrusion detection system using genetic network programming with support vector machine

inferredcites →https://doi.org/10.1145/3214304openalex-snapshot

Host-Based Intrusion Detection System with System Calls

inferredcites →https://doi.org/10.1145/967900.967989openalex-snapshot

Naive Bayes vs decision trees in intrusion detection systems

inferredcites →https://doi.org/10.1186/s13638-018-1267-2openalex-snapshot

Hypergraph clustering model-based association analysis of DDOS attacks in fog computing intrusion detection system

inferredcites →https://doi.org/10.2174/1874110x01408010008openalex-snapshot

An Optimized Apriori Algorithm Based on Sparse Matrix for Intrusion Detection

inferredcites →https://doi.org/10.2197/ipsjjip.21.607openalex-snapshot

Mining Botnet Coordinated Attacks using Apriori-PrefixSpan Hybrid Algorithm

inferredcites →https://doi.org/10.3390/app8091535openalex-snapshot

A Filter Feature Selection Algorithm Based on Mutual Information for Intrusion Detection

inferredcites →https://doi.org/10.3390/app9020238openalex-snapshot

Building an Effective Intrusion Detection System Using the Modified Density Peak Clustering Algorithm and Deep Belief Networks

inferredcites →https://doi.org/10.3390/app9071392openalex-snapshot

Network Intrusion Detection Based on Novel Feature Selection Model and Various Recurrent Neural Networks

inferredcites →https://doi.org/10.3390/app9091859openalex-snapshot

A Distributed Algorithm for Fast Mining Frequent Patterns in Limited and Varying Network Bandwidth Environments

inferredcites →https://doi.org/10.3390/electronics8030322openalex-snapshot

Features Dimensionality Reduction Approaches for Machine Learning Based Network Intrusion Detection

inferredcites →https://doi.org/10.3390/en12071223openalex-snapshot

Research on Network Intrusion Detection Based on Incremental Extreme Learning Machine and Adaptive Principal Component Analysis

inferredcites →https://doi.org/10.3390/info10050159openalex-snapshot

Improving Intrusion Detection Model Prediction by Threshold Adaptation

inferredcites →https://doi.org/10.3390/s19163612openalex-snapshot

An Edge-Fog Secure Self-Authenticable Data Transfer Protocol

inferredcites →https://doi.org/10.4018/978-1-4666-6583-5.ch002openalex-snapshot

Enhance Network Intrusion Detection System by Exploiting BR Algorithm as an Optimal Feature Selection

inferredcites →https://doi.org/10.5120/13311-0892openalex-snapshot

A Survey on Hash based A-priori Algorithm for Web Log Analysis

inferredcites →https://doi.org/10.5614/itbj.ict.res.appl.2015.8.3.4openalex-snapshot

Improving Intrusion Detection System Based on Snort Rules for Network Probe Attacks Detection with Association Rules Technique of Data Mining

What points at this work

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Feature Weighting and Classification Modeling for Network Intrusion Detection Using Machine Learning Algorithms

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Antlion Optimization-Based Feature Selection Scheme for Cloud Intrusion Detection Using Naïve Bayes Algorithm

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Description of a Network Attack Ontology Presented Formally

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Wrapper Based Approach for Network Intrusion Detection Model with Combination of Dual Filtering Technique of Resample and SMOTE

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Proactive Network Packet Classification Using Artificial Intelligence

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Exploring Attack Detection in Autonomous Vehicles: A Pilot Study Using CrySyS Dataset

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