Encrypted network traffic from smartphones reveals distinct longitudinal behavioral patterns for sleep, stress, and loneliness through transformer representations and sparse autoencoders that capture within-person changes better than standard features.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
From Packets to Patterns: Interpreting Encrypted Network Traffic as Longitudinal Behavioral Signals
Encrypted network traffic from smartphones reveals distinct longitudinal behavioral patterns for sleep, stress, and loneliness through transformer representations and sparse autoencoders that capture within-person changes better than standard features.