claudiugeorgiu / riskindroid Goto Github PK
View Code? Open in Web Editor NEWA tool for quantitative risk analysis of Android applications based on machine learning techniques
License: MIT License
A tool for quantitative risk analysis of Android applications based on machine learning techniques
License: MIT License
after selecting apk file and submitting, it is showing error
File "sklearn\tree_tree.pyx", line 601, in sklearn.tree._tree.Tree.cinit
ValueError: Buffer dtype mismatch, expected 'SIZE_t' but got 'long long'
why?
hello i uing this code :
def analyze(path: str):
filename = path[-(path.index('/')):]
rid = RiskInDroid()
permissions = rid.get_permission_json(path)
try:
response = {
'success': 1,
'message': "The app analyzed successfully",
'md5': md5sum(path),
'risk': round(rid.calculate_risk(rid.get_feature_vector_from_json(permissions)), 3),
'permissions':
[val for val in
list(map(lambda x: {'cat': 'Declared', 'name': x},
permissions['declared'])) +
list(map(lambda x: {'cat': 'Required and Used', 'name': x},
permissions['requiredAndUsed'])) +
list(map(lambda x: {'cat': 'Required but Not Used', 'name': x},
permissions['requiredButNotUsed'])) +
list(map(lambda x: {'cat': 'Not Required but Used', 'name': x},
permissions['notRequiredButUsed']))]
}
return response
except Exception as e:
response = {
'success': 0,
'message': "Error: " + str(e)
}
return response
but i get this error :
GradientBoostingClassifier' object has no attribute 'n_features_
I do not know what to do?
i useing python3.6
Hi there -- I have a handful of APK files that generate errors and cannot be analyzed due to issues with PermissionChecker.jar. For example, this app here:
https://play.google.com/store/apps/details?id=com.angelcam
generates the following message when passed to PermissionChecker.jar in RiskInDroid.py:get_permission_json:
# java -jar PermissionChecker.jar com.angelcam_20401_apps.evozi.com.apk
PermissionChecker failed to analyze the application!
I'm running everything from within the docker container. I can give more detail (or a copy of the APK I'm using) if needed. You mention that PermissionChecker.jar is owned by Talos; is this fixable? Thanks in advance.
Hi, I deleted the contents of "app/models/" and tried to train the models again. I re-upload a new apk to parse it, but the errors tell me that it is a "Bad request". I check the "app/models/" folder found it is created successfully but no models in it. Do you know how could I train the model successfully? I use RiskInDroid directly from the source code. My python version is 3.8.3
Thank you for the tool. This tool is very good.
However, I have noticed that the tool can not handle apk file size more than 10 MB. I am not sure why this tool can not handle more than 10 MB. Is there any way I can analyze apk size greater than 10 MB?
Got an error:
sa_url.database = os.path.join(app.root_path, sa_url.database)
AttributeError: can't set attribute when connecting to sqlite database with flask-sqlalchemy
when trying to access results.
Solved issue by upgrading Flask-SQLAlchemy since default version here is 2.4.1. Current (and working) is >= 2.5.0
pip3 install Flask-SQLAlchemy -U
Foreach apk. Test on mac and ubuntu.
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