Git Product home page Git Product logo

islem-esi / deepmalwaredetector Goto Github PK

View Code? Open in Web Editor NEW
70.0 1.0 15.0 77.6 MB

A Deep Learning framework that analyses Windows PE files to detect malicious Softwares.

Jupyter Notebook 0.30% Python 90.55% CSS 1.54% HTML 4.93% JavaScript 0.18% C 1.18% Fortran 0.03% Smarty 0.01% PowerShell 0.06% Batchfile 0.01% Procfile 0.01% SCSS 1.20% Cython 0.03%
deep-learning malware-detection neural-networks cnn rnn feature-extraction python3 fnn convolutional-neural-networks recurrent-neural-networks

deepmalwaredetector's People

Contributors

islem-esi avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar

deepmalwaredetector's Issues

missing dataset(?)

i downloaded the zip file from google drive and the original dataset files only contain dlls.csv and functions.csv... but from the web ui i saw that there are also headers.csv, opcodes.csv etc. but they are not contained.
Screenshot (405)

need ur help

PS C:\Users\Documents\DeepMalwareDetector-1\Deep4MalWeb> python wsgi.py
C:\Users\Documents\DeepMalwareDetector-1\Deep4MalWeb
True
Traceback (most recent call last):
File "C:\Users\Documents\DeepMalwareDetector-1\Deep4MalWeb\wsgi.py", line 1, in
from dm.main import app
File "C:\Users\Documents\DeepMalwareDetector-1\Deep4MalWeb\dm\main.py", line 41, in
models = load_static(paths)
^^^^^^^^^^^^^^^^^^
File "C:\Users\Documents\DeepMalwareDetector-1\Deep4MalWeb\dm\load_model.py", line 11, in load_static
loaded.append(load_model(path))
^^^^^^^^^^^^^^^^
File "C:\Python311\Lib\site-packages\keras\src\saving\saving_api.py", line 262, in load_model
return legacy_sm_saving_lib.load_model(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Python311\Lib\site-packages\keras\src\utils\traceback_utils.py", line 70, in error_handler
raise e.with_traceback(filtered_tb) from None
File "C:\Python311\Lib\site-packages\h5py_hl\files.py", line 562, in init
fid = make_fid(name, mode, userblock_size, fapl, fcpl, swmr=swmr)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Python311\Lib\site-packages\h5py_hl\files.py", line 235, in make_fid
fid = h5f.open(name, flags, fapl=fapl)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "h5py_objects.pyx", line 54, in h5py._objects.with_phil.wrapper
File "h5py_objects.pyx", line 55, in h5py._objects.with_phil.wrapper
File "h5py\h5f.pyx", line 102, in h5py.h5f.open
OSError: Unable to synchronously open file (file signature not found)

dataset for retrain

Your work is really good. Can you provide me dataset to retrain it? I want to change some thing to improve this

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.