Incorrect Prediction

[mayankraheja98]

I supplied a malware file that should have been detected as a malware but the model does not detect it as malware. The python program "MalwareDetector.py" shows output "No Malware is found" no matter whatever apk is supplied.
Please refer the below attached screenshot

In the second screenshot you can see the apk is indeed a malware.

[jhavishal10]

facing same problem

[Gowtham1729]

I am glad you tried this. But, this neural network is far from perfect. So, please don't expect it to work well. I don't how many apps you have tested. Maybe, if you test it on enough apps it might work on a few of them.
I also want to know which data you used for the training and how many apps did you used for training or did you just used previous training results from the model.h5 file.

[Gowtham1729]

Finally, the application I used for training is very old. So, I don't know if the scripts I used to extract features work the same way I previously intended, on the newly developed apps considering the ton of changes in the android application development process.

[Abhishek-N]

Well, the model doesn't recognize malware in any of the apks used. If there's any apk that this model can detect, please share. It will be helpful. Thanks

[ikhlass]

ive tried hundreds of malware apks but i got the same result always "no malware is found"