Detecting Malicious Urls with Machine Learning In Python

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Detecting Malicious Urls with Machine Learning
In this tutorial we will be discussing how to detect malicious urls or websites using machine learning in python.
We will build a model and use it on our dataset
Credits to Faizann for Dataset

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what if i have a dataset "CSV" file that contain links with two classes (0&1) How i can extract feature from each link where i can classify the link (0, 1)

dinamuhammed

i am getting the following message when running the code "Increase the number of iterations (max_iter) or scale the data as shown in" . I am using a different dataset as i was unable to download the one you use
Could you help

cully

where would i get the dataset urldata.csv ?? will i get the output exactly if i code given above in the video as such??

hemalathas

ValueError: X has 3 features, but LogisticRegression is expecting 721214 features as input. Sir I am getting this error everytime i am predicting on a random URL. Please Help

vyomchauhan

@J-Secur1ty, how did you generate the data set?

MsWokan

thank you your model working perfectly

cybersuvash

Can you provide me code for the feature extraction ie(web content features or lexical features or any other) in detecting malicious url???

hemalathas

Can you tell me how to train the same database using Keras with tensorflow backend?

abhijeet

Hi, i can't download the dataset from your Github. May I have it in this comment ? Thank you.

quockhanhle

In makeTokens, why dont split by '?'
i think '?' is one of tokens..

bladesilvery

i tested my company website and it showed it's bad... why? and also what are the feature selection used in this code ? please explain.

Tamanbir

Hey I've downloaded the dataset but it's showing file not found error..can u please say how to solve this problem kindly reply and help me....

challamsucharitha

Cd u pls tell the python version u are using in this video? Coz I'm getting a lot of errors in my Python 3.5 version

upasnasharma

Where can we get the dataset urldata.csv ?

himanijain

can you tell me how to make this ml model work with flask and html?

shrishtijain

This code is not working for new URLs ...not able to predict whether the new URL is good or bad what should I do?

rutujapethe

In which compiler you execute this code?can i execute in visual studio code

devi_

How to load that dataset into this please explain?

challamsucharitha

Can you provide an algorithm to detect known malware using signature based technique?

funwithkanak

@JCharisTech Do you have a PDF report of this project? If you have please send me.

godash

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