AI Defend Chapter 10 – Eclipse and External Anchors

Important Legal Disclaimer ........................................... 2

• Chapter 1 — The Cybersecurity AI Ecosystem .......................... 3
  • Adjudicator/Broker — “The Arbiter” .................................. 11
  • Data Lake & Feature Store ........................................... 14
  • WORM & TSA/NTS — Integrity and Time Anchors ........................ 17
  • Decision Flow (Detailed Hot Path) .................................. 19
  • Local Invariants & Rules ........................................... 22
  • QoS & Denial-of-Sense Protection ................................... 25
  • Record Schema ...................................................... 27
  • Ecosystem Health Metrics ........................................... 29
  • Typical Failure Modes .............................................. 31

• Chapter 2 — Modern AI-Enabled Threat Model ........................ 34
  • Threat Actors; Capability Surface; Extended Kill-Chain ............. 39–41

• Chapter 3 — Trustworthy Data Principles .......................... 62

• Chapter 6 — Data Poisoning & Timeline (TA01) ..................... 101

• Chapter 7 — Adversarial ML & Prompt/Policy Injection (TA02) ..... 147

• Chapter 8 — Governance/Policy Poisoning (TA03) .................. 185

• Chapter 9 — Absorption Vectors: Data / Policy / Compute (TA04) .. 236

• Chapter 10 — ECLIPSE & EXTERNAL ANCHORS ........................ 268

• Chapter 11 — Deep Infrastructure Illusion (TA06):
  Intuition & Threat Model .............................................. 330

AI defend the defender.pdf