Sherlock

The dataset is essentially a massive time-series dataset spanning nearly every single kind of software and hardware sensor that can be sampled from a Samsung Galaxy S5 smartphone, without root privileges. The dataset contains over 600 billion data points in over 10 billion data records. Some examples of the sampled sensors are: Resource utilization per running App (CPU, memory, …) Call/SMS logs Location WiFi Signal strength Network statistics And many more… (see the dataset description here) These sensors where sampled as a rate rivaling other similar datasets, some features sampled at a rate of up to once every second! More interestingly, we provide explicit labels (timestamps + descriptions) which capture exactly when malware on the device is performing its malicious activities. With these labels, you can use the dataset as a benchmark for your machine learning algorithms.