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Title:           The attention leak: Behavioral inference from temporal metadata in network traffic
Subject:         Journal of Network and Computer Applications, 254 (2026) 104560. doi:10.1016/j.jnca.2026.104560
Keywords:        Network traffic analysis,Privacy-preserving communication,Behavioral traffic fingerprinting
Author:          Alejandro Donaire
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     Item: 
      Title: The attention leak: Behavioral inference from temporal metadata in network traffic
      Children: 
       Item: 
        Title: Introduction
       Item: 
        Title: Background and related work
        Children: 
         Item: 
          Title: Human attention and task switching
         Item: 
          Title: Digital behavioral profiling
         Item: 
          Title: Machine learning approaches
       Item: 
        Title: General methodology
        Children: 
         Item: 
          Title: Motivation and central premise
         Item: 
          Title: Methodology overview
       Item: 
        Title: Implementation and results
        Children: 
         Item: 
          Title: Training data collection
         Item: 
          Title: Macroscopic approach: dataset-level statistics
          Children: 
           Item: 
            Title: Dataset and metrics
           Item: 
            Title: Candidate functions
           Item: 
            Title: Results
         Item: 
          Title: Microscopic approach: packet-level segmentation
          Children: 
           Item: 
            Title: Model selection and optimization
           Item: 
            Title: Dataset and metrics
           Item: 
            Title: Results
         Item: 
          Title: Mesoscopic approach: time intervals
          Children: 
           Item: 
            Title: Base model selection
           Item: 
            Title: Imbalance
           Item: 
            Title: Hyperparameters and architecture
           Item: 
            Title: Network-active and network-inactive tasks
           Item: 
            Title: Generalization
         Item: 
          Title: Approach comparison
       Item: 
        Title: Mitigation
        Children: 
         Item: 
          Title: Results
       Item: 
        Title: Conclusions
       Item: 
        Title: CRediT authorship contribution statement
       Item: 
        Title: Declaration of competing interest
       Item: 
        Title: Acknowledgments
       Item: 
        Title: Data availability
       Item: 
        Title: References
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