vaibhavbichave / phishing-url-detection Goto Github PK

Phishers use the websites which are visually and semantically similar to those real websites. So, we develop this website to come to know user whether the URL is phishing or not before using it. URL - http://phishing-url-detector-api.herokuapp.com/

Jupyter Notebook 98.41% Python 1.11% CSS 0.27% HTML 0.21% Procfile 0.01%

cybersecurity machine-learning malicious-url-detection password phishing-attacks phishing-detection

phishing-url-detection's Introduction

Hi 👋, I'm Vaibhav Bichave (Software Engineer)

A passionate about Data Science and Backend Development

Welcome to my GitHub profile

👩‍💻 I’m Vaibhav, a student, Coder, Developer, who is going towards Developement
✨ I’m a Self-learner, coding enthusiastic, passionate to learn new things
🌱 I’m currently learning Django and Deep Learning
💬 Ask me about Machine learning
📫 How to reach me [email protected]

phishing-url-detection's People

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arvind-india jinendrasontakke sanskargupta123 harshita250 bineeshkp yeshipal jaweed2811 urantialife rajaraj1 yash2422 gshitesh sarthakgiri455 gaurav19042001 veeraprt officialhariharan sangjielmz shanmugapriyad02 neerajagiri kushagra0426 19121a0515 avi202020 hoseinsamadi ravindra967 shyam1962002 cryptonitekavach stillunknown-cmd yashithareddy18 bhargavborse vikashchand precendent ashish6232 tmsagarofficial samuelavike1 collide0412 prashant-i3 abdouensaj jathartha houstonraboni harshalakkaraju nikhilraj1331 gangadhar-marka akashperera rahuldj2 pidoxy fischerrandom vinuth3 vishvavaakini aananthi16 sauravpampana004 kprism29 extraction2 asimabd nightmonkey31 achiever-21 nikhilbhateja22 yucheng1122 mr-platinum-306 priyamrai barqalmanie hashmi020 shivam22042003 shreya23-10 sudarsan2k5 sumanth-hyphen sidney-zb ms-rawat sailokesh029 parthdalvi164 magistu karthikeyanr007 vaishnavigangwar aasthadewangan11 yash2k3 zahid7217

phishing-url-detection's Issues

version

what is the version that satisfies the requirement catboost (from versions: 0.1.1).Which catboost version I supposed to be installed?

Phishing.csv

In Phishing.csv file, Can you tell me why and how is there the values 1,-1,0 in the dataset and how can I use that dataset in the project?

college website is phishing or legitimate. Unfortunately, the evaluation revealed that it is identified as a phishing website.

I successfully ran this project, but during the presentation, my HOD asked me to demonstrate whether our college website is phishing or legitimate. Unfortunately, the evaluation revealed that it is identified as a phishing website. Additionally, several government websites were also flagged as phishing. now what i do next day my external exam please help me

AttributeError: 'GradientBoostingClassifier' object has no attribute '_loss'

when I run the code it shows like this on the web page... is it because of the version issue...

I use python version 3.11.2

dataset link ?

share pls

app.py

If I run app.py it is not loading...If I touch the link means it keeps on loading...Kindly clear my issue as soon as possible.

app.py

How to get from features import generate_data_set
it is throwing errors..module not found.
ImportError Traceback (most recent call last)
C:\Users\VINOVI~1\AppData\Local\Temp/ipykernel_14008/498048315.py in
5 import warnings
6 warnings.filterwarnings('ignore')
----> 7 from features import dataset
8 #Gradient Boosting Classifier Model
9 from sklearn.ensemble import GradientBoostingClassifier

ImportError: cannot import name 'dataset' from 'features'

> when I run the code it shows like this on the web page... is it because of the version issue...

          > when I run the code it shows like this on the web page... is it because of the version issue...

I use python version 3.11.2

HOW CAN I SOLVE THIS ERROR??

Originally posted by @TAMILSELVAM-A in #4 (comment)

about dataset

Respected Sir,
from where you download dataset for phishing and legitimate sites? and in phishing .csv what is class feature or column is it phishing for -1 and legitimate for 1?
i need feature extraction file also for study purpose can you provide? means how to execute in details?
please reply
thank you sir