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Modern Keyword Surveillance Systems

**Site relevance:** 2IA.org

**Memory type:** archived file handoff

**Source path:** 2IA.org/agent-file-handoff/Archive/2026-05-17-civil-liberties-overhaul/Content/Modern Keyword Surveillance Systems.md

**Size:** 58.3 KB

Summary

The Architecture of Omniscience: The Evolution of Keyword Targeting and Digital Surveillance from Carnivore to Artificial Intelligence

Source Headings

  • The Architecture of Omniscience: The Evolution of Keyword Targeting and Digital Surveillance from Carnivore to Artificial Intelligence
  • The Genesis of Network Interception: The Carnivore Era (1997–2005)
  • Technical Architecture and Filtering Mechanisms
  • Text String Targeting and Operational Limitations
  • The Dragnet Era: Global Interception and the Five Eyes Architecture
  • PRISM, Upstream Collection, and Infrastructure Subversion
  • XKeyscore: The Search Engine of Global Surveillance
  • Granular Selectors and Complex Behavioral Queries
  • Homeland Security and the Industrialization of Social Media Lexicons
  • The 2011/2012 DHS Social Media Monitoring Keyword Matrix
  • The Failure of Lexicon-Based Domestic Surveillance
  • The Evolution of DHS Tactics: Masked Engagement and Data Aggregation

Source Excerpts

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