Comments (5)
Yet, it is hard limit. Very selected few have access to this proprietary ground truth good benign dataset.
I also think that it is an excuse because you can theoretically collect some of those proprietary software by yourself, plus they can be disarmed the same way used to disarm malwares.
I'm a fulltime academic personel in one of the most respectable university in my country, I have contacted almost all security companies and literally begged good ground truth benign dataset and none responded positive.
Just a few days ago, virustotal refused my api request for getting AVScores of self benign-only dataset for at least making a baseline, they said "it is extremely unethical to compete with anti-virus companies using their product line"
from ember.
Same here. Would it be possible to acquire the original bytes of the malware files (or at least the bytes of the PE headers)?
from ember.
No. In their paper, the authors discuss why they do not release the raw executables. The SOREL project worked on improving upon some of the shortcommings of EMBER, including this issue. They release raw binaries for the malware files only. You can check them out here: SOREL-20M
from ember.
Yet sorel did not publish benign sets either.
from ember.
Yes, because benign software is typically proprietary.
from ember.
Related Issues (20)
- AttributeError: module 'ember' has no attribute 'create_vectorized_features' HOT 10
- error: subprocess-exited-with-error (lief) HOT 2
- create_vectorized_features error HOT 7
- module 'lief' has no attribute 'bad_format' HOT 2
- Problem with run classify_binaries.py URGENT
- How to extract raw feature from a set of PE binaries? HOT 2
- Extract Raw Features for Own Dataset HOT 3
- The range of the vectorized features and normalization
- extracting column names for the dataframe HOT 1
- how to uninstall ember
- Why "train model" runs so fast?
- Can't import the library on Google Colab
- How to map samples in data set to their SHA256 hash?
- Define the information represented on the malware vector? HOT 3
- What is the license of the ember/features.py file?
- The train_ember.py file is not installed HOT 2
- Dependencies no longer declared in setuptools
- NumPy 1.24 compatibility HOT 2
- Sharing datasets over BitTorrent
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