Antimalweb / URLNet

Code for the paper URLNet - Learning a URL Representation with Deep Learning for Malicious URL Detection
Apache License 2.0
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Installation Issues #19

Open Zaibali9999 opened 3 years ago

Zaibali9999 commented 3 years ago

if we install updated version then this error comes

import tensorflow.compat.v1 as tf
ModuleNotFoundError: No module named 'tensorflow.compat'

if we install tf 1.8 then this error comes ModuleNotFoundError: No module named 'tensorflow.contrib.rnn.python.ops.core_rnn'

Zaibali9999 commented 3 years ago

ModuleNotFoundError: No module named 'tensorflow.contrib'

Zaibali9999 commented 3 years ago

I have tensorflow with 1.13.1 and tflearn with 0.3.2,this problem has been sloved, you guys can try it.

yguezpa commented 3 years ago

Screen Shot 2021-11-15 at 18 20 04

Hi, I still have an issue with the version you mentioned above. @Zaibali9999

MaggieNiu commented 3 years ago

Do you know how to get datasets for training or testing?

Zaibali9999 commented 3 years ago

I will mention here in short time please wait

Zaibali9999 commented 3 years ago

I have dataset

MaggieNiu commented 3 years ago

I have dataset

Can you share your dataset with me?My emali is cute427@126.com, THX!

Zaibali9999 commented 3 years ago

https://we.tl/t-oxTBoEpTfl

Zaibali9999 commented 3 years ago

conda create -n name python=3.6 tensorflow==1.13.1 tflearn==0.3.2 numpy==1.14

Zaibali9999 commented 3 years ago

I have dataset

Can you share your dataset with me?My emali is cute427@126.com, THX! I just email you please check

MaggieNiu commented 3 years ago

I have dataset

Can you share your dataset with me?My emali is cute427@126.com, THX! I just email you please check

I have received it. THX!

Jonaslneri commented 2 years ago

Hello, there!

Could I also have the dataset? My e-mail is: litardineri@gmail.com Thanks a lot in advance!

polaris-973 commented 2 years ago

I have dataset

Hi! Can you share the dataset with me? mail: paddeyzhang@gmail.com

Chenguang-Wang commented 2 years ago

Hello, Can someone share the dataset? My e-mail is: 345480479@qq.com

Zaibali9999 commented 2 years ago

Please check your email if you received dataset file or not?

Zaibali9999 commented 2 years ago

https://pastebin.com/tMXgC3TW

LeaLiLu commented 2 years ago

I have dataset

Hi!

Looks like your link has expired.

Can you share the dataset with me? Thanks! mail: llluli@foxmail.com

azkiflay commented 2 years ago

Hi, Great work, and excellently written paper. Where can I find the dataset, please? Thanks.

lab-pc commented 2 years ago

https://www.kaggle.com/datasets/siddharthkumar25/malicious-and-benign-urls

lab-pc commented 2 years ago
import pandas as pd 

def write_in_txt_file(file_name,dataset):
    file1=open(file_name,'a')
    file1.write(dataset)
    file1.close()

data=pd.read_csv('urldata.csv',sep=',')
# print(data)
all_row=data.values
i=0
for row in all_row:
    i+=1
    a=""
    if row[3]==0:
        a="+1\t"+row[1]+"\n"
        print("+1\t"+row[1])
    else:
        a="-1\t"+row[1]+"\n"
        print("-1\t"+row[1])

    if i % 2 ==1:
        write_in_txt_file("train_225088.txt",a)
    else:
        write_in_txt_file("test_225088.txt",a)
    print(i/2)
Zaibali9999 commented 2 years ago

On Mon, Jun 20, 2022 at 4:10 AM LeaLiLu @.***> wrote:

I have dataset

Hi!

Looks like your link has expired.

Can you share the dataset with me? Thanks! mail: @.***

— Reply to this email directly, view it on GitHub https://github.com/Antimalweb/URLNet/issues/19#issuecomment-1160115834, or unsubscribe https://github.com/notifications/unsubscribe-auth/APUOQXEVWTQBDYW4WXOIY5DVQARQPANCNFSM5H2E2WRQ . You are receiving this because you were mentioned.Message ID: @.***>

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https://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY?# , change_scheme , Malicious , 82,-1 https://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY?# , change_scheme , Malicious , 82,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY?# , change_scheme , Malicious , 99,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb?# , add_directory_end , Malicious , 99,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO?# , add_directory_end , Malicious , 99,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5?# , add_directory_end , Malicious , 99,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X?# , add_directory_end , Malicious , 99,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B?# , add_directory_end , Malicious , 99,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B?# , change_scheme , Malicious , 99,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG?# , add_directory_end , Malicious , 99,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG?# , change_scheme , Malicious , 99,-1 https://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG?# , change_scheme , Malicious , 95,-1 https://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG/2ywqdOrR?# , add_directory_end , Malicious , 93,-1 https://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG/2ywqdOrR?# , change_scheme , Malicious , 93,-1 https://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG/2ywqdOrR?# , change_scheme , Malicious , 93,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG/2ywqdOrR?# , change_scheme , Malicious , 99,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG/2ywqdOrR/SqGaOA?# , add_directory_end , Malicious , 99,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG/2ywqdOrR/SqGaOA/F5StsElfe?# , add_directory_end , Malicious , 99,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG/2ywqdOrR/SqGaOA/F5StsElfe/RnqNygIA?# , add_directory_end , Malicious , 99,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG/2ywqdOrR/SqGaOA/F5StsElfe/RnqNygIA/SVVoUapQotMAFk?# , add_directory_end , Malicious , 99,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG/2ywqdOrR/SqGaOA/F5StsElfe/RnqNygIA/SVVoUapQotMAFk?# , change_scheme , Malicious , 99,-1 https://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG/2ywqdOrR/SqGaOA/F5StsElfe/RnqNygIA/SVVoUapQotMAFk?# , change_scheme , Malicious , 99,-1 https://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG/2ywqdOrR/SqGaOA/F5StsElfe/RnqNygIA/SVVoUapQotMAFk/2IxIJfSh5pgFD?# , add_directory_end , Malicious , 99,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG/2ywqdOrR/SqGaOA/F5StsElfe/RnqNygIA/SVVoUapQotMAFk/2IxIJfSh5pgFD?# , change_scheme , Malicious , 99,-1 https://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG/2ywqdOrR/SqGaOA/F5StsElfe/RnqNygIA/SVVoUapQotMAFk/2IxIJfSh5pgFD?# , change_scheme , Malicious , 99,-1 http://www.anacuamic.com:443/pcoyepo/XA4qEW/bhTI0dG0rYNdyUqJ6bm/oshbCb/kw68C/rPOZzATOYg5jcGVGHQE/04uIno/tv27cWDrTC/h8W04bJ0EBee0ZDjH/yUmpXyRClZ4RctiMr7/lEFcAaZYkf/covjgnmmRQfMqU1l/eP6RJvKErqgyKJVOUY/C18Z5Fb/JSd1bZ1goMO/AVGP5/ML0Ivl6yWLF74X/D0XLhOv0r0B/RES2OXiHOBEdG/2ywqdOrR/SqGaOA/F5StsElfe/RnqNygIA/SVVoUapQotMAFk/2IxIJfSh5pgFD?# , change_scheme , Malicious , 99,-1 http://gravitas-media.com:6666/language/en-GB/file.DRB?#A1zCQSNSom9HfwYNPK7Q6PpVq1wktBamRWxjqC5pZt63j7maC , add_anchor_tag , Malicious , 99,-1 http://gravitas-media.com:6666/language/en-GB/file.DRB/LV4EbEo?#A1zCQSNSom9HfwYNPK7Q6PpVq1wktBamRWxjqC5pZt63j7maC , add_directory_end , Malicious , 99,-1 http://gravitas-media.com:6666/language/en-GB/file.DRB/LV4EbEo/CeDYXDyUGz8rBn5K?#A1zCQSNSom9HfwYNPK7Q6PpVq1wktBamRWxjqC5pZt63j7maC , add_directory_end , Malicious , 99,-1 https://gravitas-media.com:6666/language/en-GB/file.DRB/LV4EbEo/CeDYXDyUGz8rBn5K?#A1zCQSNSom9HfwYNPK7Q6PpVq1wktBamRWxjqC5pZt63j7maC , change_scheme , Malicious , 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Kris-CN commented 2 years ago

I have dataset

Hello, there!

Could I also have the dataset? My e-mail is: sdauneone@126.com Thanks a lot in advance!

Zaibali9999 commented 2 years ago

https://www.kaggle.com/datasets/siddharthkumar25/malicious-and-benign-urls