chabada
收藏NIAID Data Ecosystem2026-03-11 收录
下载链接：
https://zenodo.org/records/439592
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资源简介：
How do we know a program does what it claims to do? After clustering Android apps by their
description topics, we identify outliers in each cluster with respect to their API usage. A
"weather" app that sends messages thus becomes an anomaly; likewise, a "messaging" app would
typically not be expected to access the current location. Applied on a set of 22,500+ Android
applications, our CHABADA prototype identified several anomalies; additionally, it flagged 56%
of novel malware as such, without requiring any known malware patterns.
创建时间：
2020-01-24
