Multi-modal Features Representation-based Convolutional Neural Network Model for Malicious Website Detection

Mohammed Alsaedi; Fuad A. Ghaleb; Faisal Saeed; Jawad Ahmad; Mohammed Alasli

doi:10.1109/ACCESS.2023.3348071

Multi-modal Features Representation-based Convolutional Neural Network Model for Malicious Website Detection

Mohammed Alsaedi, Fuad A. Ghaleb, Faisal Saeed, Jawad Ahmad, Mohammed Alasli

Research output: Contribution to journal › Article › peer-review

5 Citations (SciVal)

Original language	English
Pages (from-to)	1
Number of pages	1
Journal	IEEE Access
DOIs	https://doi.org/10.1109/ACCESS.2023.3348071 https://doi.org/10.1109/ACCESS.2023.3348071
Publication status	Published (VoR) - 28 Dec 2023

Keywords

Blocklists
Convolutional Neural Network
Convolutional neural networks
Deep learning
Feature extraction
Machine learning algorithms
Malicious URL detection
Malicious Website Detection
Malware
Multi-modal Features Representation
Uniform resource locators
URL image representation

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@article{cabababc77b94342809ba2bde3271d15,

title = "Multi-modal Features Representation-based Convolutional Neural Network Model for Malicious Website Detection",

keywords = "Blocklists, Convolutional Neural Network, Convolutional neural networks, Deep learning, Feature extraction, Machine learning algorithms, Malicious URL detection, Malicious Website Detection, Malware, Multi-modal Features Representation, Uniform resource locators, URL image representation",

author = "Mohammed Alsaedi and Ghaleb, {Fuad A.} and Faisal Saeed and Jawad Ahmad and Mohammed Alasli",

note = "Publisher Copyright: Authors",

year = "2023",

month = dec,

day = "28",

doi = "10.1109/ACCESS.2023.3348071",

language = "English",

pages = "1",

journal = "IEEE Access",

issn = "2169-3536",

publisher = "IEEE",

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TY - JOUR

T1 - Multi-modal Features Representation-based Convolutional Neural Network Model for Malicious Website Detection

AU - Alsaedi, Mohammed

AU - Ghaleb, Fuad A.

AU - Saeed, Faisal

AU - Ahmad, Jawad

AU - Alasli, Mohammed

N1 - Publisher Copyright: Authors

PY - 2023/12/28

Y1 - 2023/12/28

KW - Blocklists

KW - Convolutional Neural Network

KW - Convolutional neural networks

KW - Deep learning

KW - Feature extraction

KW - Machine learning algorithms

KW - Malicious URL detection

KW - Malicious Website Detection

KW - Malware

KW - Multi-modal Features Representation

KW - Uniform resource locators

KW - URL image representation

UR - http://www.scopus.com/inward/record.url?scp=85181554905&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85181554905&partnerID=8YFLogxK

UR - https://www.open-access.bcu.ac.uk/15206/

U2 - 10.1109/ACCESS.2023.3348071

DO - 10.1109/ACCESS.2023.3348071

M3 - Article

AN - SCOPUS:85181554905

SN - 2169-3536

SP - 1

JO - IEEE Access

JF - IEEE Access

ER -

Multi-modal Features Representation-based Convolutional Neural Network Model for Malicious Website Detection

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