A free and open source anti-malware for android using machine learning.
About
LibreAV is an attempt to detect malwares on android devices by utilizing machine learning approach.
Features
Real time scanning
On device inference
Lightweight
100% free and no ads
How it works?
LibreAV uses permissions and intent-filters to detect malicious apps. While scanning, it loads the machine learning model and extracts permissions and intents from the installed applications on the user's device. These extracted features are then fed to the machine learning model in the form of a vector. The machine learning model returns a prediction score between 0 and 1 that denote the degree of maliciousness of the scanned application. We use this score to classify the scanned app into one of the following categories:
Feel free to contribute to LibreAV
LibreAV is a Free And Open-Source Anti-Malware For Android Using Machine Learning
Anti-malware for Android using machine learning
A free and open source anti-malware for android using machine learning.
About
LibreAV is an attempt to detect malwares on android devices by utilizing machine learning approach.
Features
How it works?
LibreAV uses permissions and intent-filters to detect malicious apps. While scanning, it loads the machine learning model and extracts permissions and intents from the installed applications on the user's device. These extracted features are then fed to the machine learning model in the form of a vector. The machine learning model returns a prediction score between 0 and 1 that denote the degree of maliciousness of the scanned application. We use this score to classify the scanned app into one of the following categories: