Drebin dataset. knowledge, this is one of the largest malware datasets that has been used ...
Drebin dataset. knowledge, this is one of the largest malware datasets that has been used to Figure 3: In summary, DREBIN evaluate a malware detection method on Android. 35% of samples in this dataset has at least one other sample that is a repackaged version containing Download Table | Eight features in the DREBIN dataset. model are two trained model generated by Weka 'version 3. The Android operating system has constantly remained in the limelight, hence attracts the attention of cyber-criminals. The repository also provides links to publications, homepages and blogs related to each dataset. A collection of popular Android malware datasets, including the Drebin dataset, which contains 5,560 applications from 179 malware families. txt: List of hashes of APKs that are used to complete the dataset. The Drebin dataset consists of roughly 5,000 malicious Android applications that have been collected as part of the Mobile Sandbox project between 2010 and 2012. from publication: Adversarial Samples on Android Malware Detection Systems for IoT Systems | Many IoT (Internet of Things) systems run Sep 11, 2017 ยท The final dataset contains 122,629 benign application and 6,526 Fig. Understanding the rising challenges, many researchers have bagged achievements by applying machine/deep learning techniques for the construction of malware detection models based on popular Drebin malware datasets. bynhmuehmdleaacnamxmhfgekolueonzvxiheylfegz