DikeDataset
Dataset with labeled benign and malicious files 🗃️ (by iosifache)
BachelorThesis
My bachelor thesis, written at Military Technical Academy "Ferdinand I" Bucharest 📕 (by iosifache)
DikeDataset | BachelorThesis | |
---|---|---|
2 | 1 | |
80 | 0 | |
- | - | |
0.0 | 10.0 | |
10 months ago | over 2 years ago | |
TeX | TeX | |
MIT License | - |
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Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
DikeDataset
Posts with mentions or reviews of DikeDataset.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-31.
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Dataset with labeled benign and malicious files
[2] DikeDataset
Hi, Reddit, During the project implementation for my bachelor's thesis [1], a software (named dike, as the Greek goddess of justice) capable of analyzing malicious programs using artificial intelligence techniques, I was unable to locate an open source dataset with labeled malware samples in the public domain. As a result, I created DikeDataset, a dataset with labeled PE and OLE samples [2]. Because it was not the main focus of my thesis, the samples attributes are not evenly distributed (the benign-malicious and OLE-PE ratios are quite low), but the dataset aided greatly in the research process. This week, I was surprised to see that the public GitHub repository (which was used only for storage, without any promotion on communities like this) gained some organic reach (views, clones and stars). Furthermore, I was thrilled to learn that it was used in a research article published in 2021 [3]! As a result, I'd like to share this project with the community in the hopes that it will be useful to some members of the community. [1] dike [2] DikeDataset [3] Toward Identifying APT Malware through API System Calls
BachelorThesis
Posts with mentions or reviews of BachelorThesis.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-31.
-
Dataset with labeled benign and malicious files
Yes, the thesis as well as the project (which used the dataset to train machine learning models) are both available on GitHub. It's also worth noting that the paper is written in Romanian, as I found it difficult at the time to learn to write both academically and in a foreign language (in contrast to the master's thesis, which I am now writing in English 😌).
What are some alternatives?
When comparing DikeDataset and BachelorThesis you can also consider the following projects:
dike - Platform for automatic analysis of malicious applications using artificial intelligence algorithms ⚖️
bachelor-degree-thesis - Design e Sviluppo del sistema di End User Development in SeismoCloud - Laurea Triennale in Informatica Università Sapienza di Roma
CPPE-Dataset - Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset
public-apis - A collective list of free APIs
theZoo - A repository of LIVE malwares for your own joy and pleasure. theZoo is a project created to make the possibility of malware analysis open and available to the public.
data-centric-ai - Resources for Data Centric AI