behavioral fingerprinting categories

2025-04-23

Here are some high-level behavioral fingerprinting categories and concepts.

Category Description
input analysis typing cadence, mouse movement, touch gestures, HID usage
command and tool usage shell command patterns, tool choices, flags, environment, software settings
network behavior traffic timing, protocol usage, destination patterns, …
software behavior how software behaves in context–e.g., unexpected resource access or interactions
working hours time of day patterns, session durations, timezone inference, …
natural language processing writing style, grammar and vocabulary, emoji usage, linguistic quirks, typos, …
voice analysis accent, cadence, pitch, voiceprint features, …
RF constellations proximity of known wireless devices (Wi-Fi, Bluetooth, …) and transmission habits
hardware fingerprinting perhipheral choices, hardware choices, electronic quirks of specific peripherals
gait and motion analysis walking style, speed, etc. common with wearable devices and cell phones
spending habits purchase timing, vendor preferences, transaction types, …
content consumption articles, videos, or topics regularly read or view can reveal intent, beliefs, and routines
power consumption power consumption can be used to correlate activity, application usage, …
proximity behavior patterns of nearby devices or people discovered via RF constellations, GPS, etc

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