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Browsing by Khan, Muhammad AshfaqAuthor

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A Scalable and Hybrid Intrusion Detection System Based on the Convolutional-LSTM Networkopen access

Khan, Muhammad Ashfaq; Karim, Md. Rezaul; Kim, Yangwoo

ArticleIssue Date2019CitationSYMMETRY-BASEL, v.11, no.4PublisherMDPI
SCIESCOPUS
A Two-Stage Big Data Analytics Framework with Real World Applications Using Spark Machine Learning and Long Short-Term Memory Networkopen access

Khan, Muhammad Ashfaq; Karim, Md Rezaul; Kim, Yangwoo

ArticleIssue Date2018CitationSYMMETRY-BASEL, v.10, no.10PublisherMDPI
SCIESCOPUS
Cardiac Arrhythmia Disease Classification Using LSTM Deep Learning Approachopen access

Khan, Muhammad Ashfaq; Kim, Yangwoo

ArticleIssue Date2021CitationCMC-COMPUTERS MATERIALS & CONTINUA, v.67, no.1, pp 427 - 443PublisherTECH SCIENCE PRESS
SCIESCOPUS
Deep Learning-Based Hybrid Intelligent Intrusion Detection Systemopen access

Khan, Muhammad Ashfaq; Kim, Yangwoo

ArticleIssue Date2021CitationCMC-COMPUTERS MATERIALS & CONTINUA, v.68, no.1, pp 671 - 687PublisherTECH SCIENCE PRESS
SCIESCOPUSKCI
Developing an Intrusion Detection Framework for High-Speed Big Data Networks: A Comprehensive Approachopen access

Siddique, Kamran; Akhtar, Zahid; Khan, Muhammad Ashfaq; Jung, Yong-Hwan; Kim, Yangwoo

ArticleIssue Date2018CitationKSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, v.12, no.8, pp 4021 - 4037PublisherKSII-KOR SOC INTERNET INFORMATION
SCIESCOPUS
Toward Developing Efficient Conv-AE-Based Intrusion Detection System Using Heterogeneous Datasetopen access

Khan, Muhammad Ashfaq; Kim, Juntae

ArticleIssue Date2020CitationELECTRONICS, v.9, no.11, pp 1 - 17PublisherMDPI
SCIESCOPUS
Toward developing tangling noise removal and blind inpainting mechanism based on total variation in image processingopen access

Khan, Muhammad Ashfaq; Dharejo, Fayaz Ali; Deeba, Farah; Ashraf, Shahzad; Kim, Juntae; Kim, Hoon

ArticleIssue Date2021CitationELECTRONICS LETTERS, v.57, no.11, pp 436 - 438PublisherWILEY
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