Skip to content

WhatsApp Support

+447947459162

Youtube Instagram Envelope
Language

LMS login page,

Please select your language:

  • English
  • Arabic
  • French
  • Urdu
  • Spanish
  • Russian
  • Dutch
  • Home
  • Courses
  • Multimedia
    • The Holy Quran
    • Library
    • Articles
    • Podcast
    • Film
    • Recitation Videos
    • Image Galleries
    • Intonation
  • Blog
  • FAQ
  • About Us
  • Contact Us
  • Donation
  • LMS Login
Menu
  • Home
  • Courses
  • Multimedia
    • The Holy Quran
    • Library
    • Articles
    • Podcast
    • Film
    • Recitation Videos
    • Image Galleries
    • Intonation
  • Blog
  • FAQ
  • About Us
  • Contact Us
  • Donation
  • LMS Login
Search
Close
  • Home
  • Courses
  • Multimedia
    • The Holy Quran
    • Library
    • Articles
    • Podcast
    • Film
    • Recitation Videos
    • Image Galleries
    • Intonation
  • Blog
  • FAQ
  • About Us
  • Contact Us
  • Donation
  • LMS Login
Menu
  • Home
  • Courses
  • Multimedia
    • The Holy Quran
    • Library
    • Articles
    • Podcast
    • Film
    • Recitation Videos
    • Image Galleries
    • Intonation
  • Blog
  • FAQ
  • About Us
  • Contact Us
  • Donation
  • LMS Login
  • Home
  • Courses
  • Multimedia
    • The Holy Quran
    • Library
    • Articles
    • Podcast
    • Film
    • Recitation Videos
    • Image Galleries
    • Intonation
  • Blog
  • FAQ
  • About Us
  • Contact Us
  • Donation
  • LMS Login
Menu
  • Home
  • Courses
  • Multimedia
    • The Holy Quran
    • Library
    • Articles
    • Podcast
    • Film
    • Recitation Videos
    • Image Galleries
    • Intonation
  • Blog
  • FAQ
  • About Us
  • Contact Us
  • Donation
  • LMS Login

LMS login page,

Please select your language:

  • English
  • Arabic
  • French
  • Urdu
  • Spanish
  • Russian
  • Dutch
Search
Close
A New Model for Trojan Detection using Machine Learning Inspired by Al-Furqan Verse

Home > Article > A New Model for Trojan Detection using Machine Learning Inspired by Al-Furqan Verse

Abstract

By Madihah Mohd , Areej Mustafa Abuzaid , Masrur Ibrahim

Living in a cyber-world, it is becoming very common for users to receive lots of emails with different files attachment. Sometimes some of the files might contain malicious file. It is not an easy job to differentiate between benign and malicious file in the email attachment without the help of the anti-virus. Worse than that many game applications can be downloaded free from many websites and it might contain malicious file as well. In Quran, Surah Al-Furqan, verse 53 (25: 53) stated that how Allah, the all Mighty has made a barrier and inviolable obstruction so that two seas can flow freely. The seas were partition as palatable and sweet while the other was salt and bitter. When the meaning of this verse is mapped into current cyber world, obviously when dealing with malwares and normal file, a scientific way and an experimental design need to be carried out to differentiate between these two files. Trojan horse is an example of malicious file and it has become a real threat for computer users for more than a decade. It has caused loss lots of money and productivity and it considered as one of the most serious threats in cyber security. The Trojan polymorphism characteristics make the detection processes much harder than before. Therefore, in this research paper, a new model called ETDMo (Efficient Trojan detection model) is built to detect Trojan horse more efficiently. The static, dynamic and automated analyses have been conducted. Moreover, the knowledge discovery techniques (KDD) and the data mining algorithm were used to optimize the accuracy result. Based on the experiment conducted, this ETDMo model produces an overall accuracy rate of 98.2% with 1.7% for false positive rate.

Download PDF
PrevPreviousA Phono-Pragmatic Analysis of Rhythm in the Quranic Text of Pleasant Scenes
NextFree Radical Scavenging Enzymes of Fruit Plant Species Cited in the Holly QuranNext
Learn Quran with DarulQuran.co.uk
Share on social networks
Latest Instagram Posts
✨✨✨ *World of Quran (Understanding the Quran ✨✨✨
*World of Quran (Understanding the Quran for Kids)*
🧒🏻👩👦🏼👩🏻

Link of Registration: 
👇👇👇
https://lms.darulquran.co.uk/en/course/view.php?id=354
✨✨✨

This course includes three levels, each level has 11 lessons.
In each course, kids learn 50 Quranic words and their equivalences in English. 

Each lesson includes the words and the ayahs containing these words, flashcards, stories, crafts, animations, etc.
.
.
.
.
.
.
.
#Quranlearning#quranforkids#quraniccourse#newcourse#online learning # quran#Islam#muslim#holyQuran#readingQuran# Kids#children#iman#Quranic#pray#bismillah#quranperfect#quransounds#quranmajid#deen_vibes#worldwidekids#worldofkids
✨✨✨ DarulQuran Academy is organizing the Onl ✨✨✨
DarulQuran Academy is organizing the Online Quran Competition in June 2022 to encourage Quran recitation, memorization and apply Quran’s spirit in our life. 
Registration Link: 
👇👇
https://darulquran.co.uk/news/competitions/first-annual-online-quran-competition/
✨✨✨
.
.
.
.
.
.
.
.
.
#newcourse#readingquran#holyQuran#Qurankareem#Quranic#onlinelearning#quranandsunnah#quransayings#quranmajid#loveallah#quran#islamicposts#islamicguidance#Islam#loveislam#darulquran#islamworld
If you like your children to spend their first yea If you like your children to spend their first years of life in the presence of the Quran,
To live,🌱
To play,⚽️
To learn,📚
To read,📖
And most importantly, to create unforgettable memories, join us in the courses listed below.

Memorising the short Surahs of the Quran 
Familiarisation with the Arabic alphabet and reading the Quran
Familiarisation with Quranic concepts.
#Quran
#kids
#children
#Arabic-language
#leraningquran 
#online-learning
#Islamic-academy
#Muslims-Ummah
#Reading-Quran
#Understanding-Quran
#Islam
#muslim 
#darulquran 
#quranquotes 
#quranicpost
The Arabic Language Course Starting : On 22nd Jan The Arabic Language Course

Starting : On 22nd January, 2022 On Saturdays at 2:30 pm- 4 pm UK time.

📞 WhatsApp number: +353899425917

📧 Email: info@darulquran.co.uk 

#Arabic_Language
#Learning_Language
#Learning_Quran
#Quran_learning
#Reading_Quran
#Online_Learning
#Islamic_Academy
#Muslims_Ummah
#Understanding_Quran
#Reading_Quran
Quote from the Prophet Muhammad (pbuh) #quotes #Q Quote from the Prophet Muhammad (pbuh)
#quotes 
#Quran_Academy
#quotation 
#prophetmuhammadﷺ 
#Online_Quran_Class
#Darulquran_Academy
#Quranic_Courses
#quranclasses 
#muhammadpbuh 
#mercy
#earth
#heaven
Special Tarteel course for Hafiz Would you like t Special Tarteel course for Hafiz 
Would you like to memorise and recite Holy Quran beautifully?

So join us

Starting in December

*WhatsApp Number:*
‪+44 7496 668651

Email:
info@darulquran.co.uk

Darulquran Group

#Tarteel
#Voice
#Tune
#Quranrecitation
#Reciters
#Readingquranbeautifully
#onlinelearning
#Onlineacademy
#quranacademy
If you are interested in pondering on different ve If you are interested in pondering on different verses of the Holy Quran and would like to ponder on different topics such as the stages of creation, science, social relations, judgment, etc. in the Holy Quran then join the DarulQuran Exegesis (Tafsir) Course.

WhatsApp Number:
‪+44 7496 668651

Email:
info@darulquran.co.uk

#Tafsir
#Learningquran
#Exegesis
#Quranunderstanding
#Quranicpoints
#qurancontext
#Quranmeaning
#tafseerclass 
#tafseerquran 
#tafseer
Holy Quran Exegesis Course(Tafsir) ✳️If you a Holy Quran Exegesis Course(Tafsir)

✳️If you are interested in pondering on different verses of the Holy Quran and would like to ponder on different topics such as the stages of creation, science, social relations, judgment, etc. in the Holy Quran then join the DarulQuran Exegesis (Tafsir) Course.

WhatsApp Number:
‪+44 7496 668651

Email:
info@darulquran.co.uk

#Tafsir
#Learningquran
#Exegesis
#Quranunderstanding
#Quranicpoints
#qurancontext
#Quranmeaning
#tafseerclass 
#tafseerquran 
#tafseer
إِنَّ اللَّهَ وَمَلائِکَتَ إِنَّ اللَّهَ وَمَلائِکَتَهُ یُصَلُّونَ عَلَى النَّبِیِّ یَا أَیُّهَا الَّذِینَ آمَنُوا صَلُّوا عَلَیْهِ وَسَلِّمُوا تَسْلِیمًا: Surely Allah and His angels bless the Prophet;  O you who believe!  call for (Divine) blessings on him and salute him with a (becoming) salutation
#Allah#God#Quran#prophet#Muhammad#angels#bless#believe#salute#salutation#miladunnabi_mubarak#milad#nabi#peacebeuponhim
Load More... Follow on Instagram

International Online Quran Academy

  • Home
  • Courses
  • Multimedia
    • The Holy Quran
    • Library
    • Articles
    • Podcast
    • Film
    • Recitation Videos
    • Image Galleries
    • Intonation
  • Blog
  • FAQ
  • About Us
  • Contact Us
  • Donation
  • LMS Login
Menu
  • Home
  • Courses
  • Multimedia
    • The Holy Quran
    • Library
    • Articles
    • Podcast
    • Film
    • Recitation Videos
    • Image Galleries
    • Intonation
  • Blog
  • FAQ
  • About Us
  • Contact Us
  • Donation
  • LMS Login
Copyright © 2012 – 2022 DarulQuran.co.uk | All Rights Reserved
  • English
  • Français
  • العربية
  • Nederlands
  • Español
  • Русский
  • اردو
  • Home roadmap
  • Interactive Guide
  • Learning Path
  • Quran Learning Roadmaps in DarulQuran.co.uk
  • tanzil-1
  • Videos
  • The Holy Quran
  • Blog
  • Donation
  • Contact Us
  • FAQ
  • About Us
  • Home
  • Shop
  • Cart
  • Checkout
  • My account
Scroll Up