LAMD: Context-driven Android Malware Detection and Classification with LLMs

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Auteurs principaux: Qian, Xingzhi, Zheng, Xinran, He, Yiling, Yang, Shuo, Cavallaro, Lorenzo
Format: Recurso digital
Publié: Zenodo 2025
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author Qian, Xingzhi
Zheng, Xinran
He, Yiling
Yang, Shuo
Cavallaro, Lorenzo
author_facet Qian, Xingzhi
Zheng, Xinran
He, Yiling
Yang, Shuo
Cavallaro, Lorenzo
contents <h3>LAMD</h3> <p>This dataset is published as part of the paper "LAMD: Context-driven Android Malware Detection and Classification with LLMs". It includes the training and testing data, along with the results of testing malware with LAMD.</p> <ul> <li>The dataset folder contains .csv files of training and testing data infomation. The testing data is further split into 3 files representing different time intervals.</li> <li>The malware_logs folder contains log files for malware samples from testing dataset that were classified correctly by LAMD.</li> </ul> <p> </p>
format Recurso digital
id zenodo_https___doi_org_10_5281_zenodo_14884736
institution Zenodo
language
publishDate 2025
publisher Zenodo
record_format zenodo
spellingShingle LAMD: Context-driven Android Malware Detection and Classification with LLMs
Qian, Xingzhi
Zheng, Xinran
He, Yiling
Yang, Shuo
Cavallaro, Lorenzo
<h3>LAMD</h3> <p>This dataset is published as part of the paper "LAMD: Context-driven Android Malware Detection and Classification with LLMs". It includes the training and testing data, along with the results of testing malware with LAMD.</p> <ul> <li>The dataset folder contains .csv files of training and testing data infomation. The testing data is further split into 3 files representing different time intervals.</li> <li>The malware_logs folder contains log files for malware samples from testing dataset that were classified correctly by LAMD.</li> </ul> <p> </p>
title LAMD: Context-driven Android Malware Detection and Classification with LLMs
url https://doi.org/10.5281/zenodo.14884736