TUANDROMD (Tezpur University Android Malware Dataset)
Donated on 8/14/2023
TUNADROMD dataset contains 4465 instances and 241 attributes. The target attribute for classification is a category (malware vs goodware). (N.B. This is the preprocessed version of TUANDROMD)
Dataset Characteristics
Multivariate
Subject Area
Computer Science
Associated Tasks
Classification
Feature Type
Integer
# Instances
4464
# Features
241
Dataset Information
Has Missing Values?
No
Introductory Paper
By Parthajit Borah, DK Bhattacharyya, J. Kalita. 2020
Published in Conference Information and Communication Technology
Variables Table
| Variable Name | Role | Type | Description | Units | Missing Values |
|---|---|---|---|---|---|
| ACCESS_ALL_DOWNLOADS | Feature | Binary | no | ||
| ACCESS_CACHE_FILESYSTEM | Feature | Binary | no | ||
| ACCESS_CHECKIN_PROPERTIES | Feature | Binary | no | ||
| ACCESS_COARSE_LOCATION | Feature | Binary | no | ||
| ACCESS_COARSE_UPDATES | Feature | Binary | no | ||
| ACCESS_FINE_LOCATION | Feature | Binary | no | ||
| ACCESS_LOCATION_EXTRA_COMMANDS | Feature | Binary | no | ||
| ACCESS_MOCK_LOCATION | Feature | Binary | no | ||
| ACCESS_MTK_MMHW | Feature | Binary | no | ||
| ACCESS_NETWORK_STATE | Feature | Binary | no |
0 to 10 of 242
Additional Variable Information
1-214: Permission-based features 215-241: API based features
Class Labels
Class: 1) Malware 2) Goodware
Dataset Files
| File | Size |
|---|---|
| TUANDROMD.csv | 2.1 MB |
Reviews
There are no reviews for this dataset yet.
pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset tuandromd_tezpur_university_android_malware_dataset = fetch_ucirepo(id=855) # data (as pandas dataframes) X = tuandromd_tezpur_university_android_malware_dataset.data.features y = tuandromd_tezpur_university_android_malware_dataset.data.targets # metadata print(tuandromd_tezpur_university_android_malware_dataset.metadata) # variable information print(tuandromd_tezpur_university_android_malware_dataset.variables)
Borah, P. & Bhattacharyya, D. (2020). TUANDROMD (Tezpur University Android Malware Dataset) [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C5560H.
Creators
Parthajit Borah
parthajit@tezu.ernet.in
Dhruba K. Bhattacharyya
dkb@tezu.ernet.in
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.