Serial Number: 51
Year: 2017
Kind of Traffic: Real
Publicly Available: Yes
Count of Records: 395828 instances
Features Count: 9
No. of citations: 157
Attack Type: Shaunet,Mobidash etc
Download Links: https://www.unb.ca/cic/datasets/android-adware.html
Abstract: This Android Adware dataset comprises “1900” apps of three types: Adware (250 applications), Benign (1500 applications) and General Malware (150 applications). Lashkari et al. go over the specifics of the Android adware dataset. The adware category includes the following well-known families: Shuanet, Airpush, Mobidash, Kemoge, and Dowgin. To verify the relationships between categories of each app (general adware, benign and malware) Droidkin is used which is a lightweight detector of Android app. TO run apps the NEXUS 5 (Android smart phones) are used, and gateway is used to capture generated traffic, which is labelled into three types (adware, general malware and benign,). This data set is publically available.