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From Packets to Patterns: Interpreting Encrypted Network Traffic as Longitudinal Behavioral Signals

Mahmood, Rameen et al.
arXiv (All) · Papers
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c-2-3computers-and-societyi-2-6j-3machine-learningnetworking-and-internet-architecture
Human behavior is difficult to observe continuously at scale, yet it leaves measurable traces in everyday device use. We test whether encrypted smartphone network traffic---a ubiquitous, always-on, passive sensing modality---can passively capture behavioral patterns related to sleep, stress, and lon
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