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Malware detection with deep learning — state of the art —

Today, Deep Learning is used in the majority of artificial intelligence applications. Malware detection, being one of those applications…

10 min readOct 22, 2020

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Malware detection with deep learning — state of the art —

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Islem BOUZENIA
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Analytics Vidhya

CNN based malware detection (python and TensorFlow)

A convolutional neural network (CNN) specializes in processing multidimensional data such as images. CNN models are often used for…

5 min readFeb 15, 2021

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CNN based malware detection (python and TensorFlow)

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Islem BOUZENIA

Detect malware packers and cryptors with python (yara & pefile)

Packed or compressed executable files have a different structure from other exe files. In general, packers add a new header to the…

3 min readOct 22, 2020

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Detect malware packers and cryptors with python (yara & pefile)

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Islem BOUZENIA
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Nerd For Tech

Train Python Code Embedding with FastText

Embedding models are widely used in deep learning applications as it is necessary to convert data from the raw form into a numerical form…

2 min readApr 23, 2022

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Train Python Code Embedding with FastText

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Islem BOUZENIA
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Nerd For Tech

Text summarization with machine and deep learning in python

Medium is a great website where you can find tons of posts and articles but if you are like me, you probably don’t have time to read all…

2 min readApr 9, 2021

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Text summarization with machine and deep learning in python

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Islem BOUZENIA
in
Nerd For Tech

LSTM based malware detection (Python & Tensorflow)

In one of our previous posts, we showed how to create a malware detector using convolution neural networks by transforming an executable…

4 min readApr 9, 2021

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LSTM based malware detection (Python & Tensorflow)

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Islem BOUZENIA
in
Analytics Vidhya

Deep Learning Based Malware Detection Demo

Long time ago, I published some posts about creating a deep learning based malware detector. I gave some examples about features…

2 min readApr 2, 2021

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Deep Learning Based Malware Detection Demo

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Islem BOUZENIA
in
Nerd For Tech

Crack those CAPTCHAs with opencv and python

Have you ever felt like a bot after failing a captcha? Because I have!

4 min readOct 24, 2020

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Crack those CAPTCHAs with opencv and python

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Islem BOUZENIA

Create your own disassembler in python (pefile & capstone)

Without any introductions, if you want to disassemble an exe file using python, you will need two libraries: pefile and capstone.

2 min readOct 23, 2020

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Create your own disassembler in python (pefile & capstone)

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Islem BOUZENIA

Introduction to the world of Malware

Using the Internet exposes many users to malware attacks. The latter is a software used to violate the security of a computer system in…

7 min readOct 19, 2020

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Introduction to the world of Malware

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Islem BOUZENIA

Islem BOUZENIA

I am dedicated to science, no more and no less. Artificial intelligence, data science and problem solving are my main interests.

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