Insider Threat
Cybersecurity & Fraud — Risk Analysis & Response Guide
Reference case: Computer programming activities ISIC 6201
Moat Destruction. Theft of core source code, trade secrets, or AI weights allows competitors (domestic or hostile state-owned) to replicate products with zero R&D cost. Results in permanent loss of market leadership, 40-60% intangible asset write-downs, and immediate loss of 'Trusted Vendor' status.
This brief provides a diagnostic framework and response guide for the Insider Threat risk scenario in the Cybersecurity & Fraud domain. Use the risk indicators below to assess whether your organisation may be exposed.
The following example illustrates how this risk scenario can emerge in practice. This is one of many industries where these conditions may apply — not a diagnosis of your specific situation.
In 2026, a senior developer (CS05) facing personal financial stress leverages legacy admin rights (DT04) to download the firm's entire proprietary AI model weights. The theft is only discovered 3 months later when a clone appears on a dark-web marketplace.
This scenario activates when all of the following GTIAS attribute thresholds are met simultaneously. Use this as a self-assessment checklist:
Scores drawn from the GTIAS 81-attribute scorecard. Click any attribute code to view its definition and scale.
Immediate and tactical steps to address or mitigate exposure to this scenario:
- 1 Deploy 'User and Entity Behavior Analytics' (UEBA) to baseline 'normal' file egress
- 2 enforce 'Just-in-Time' (JIT) and 'Just-Enough' Access (JEA) for R&D repos
- 3 implement 'Termination-Triggered Lockouts' tied to HR offboarding systems.
For the full strategic playbook behind these actions, see Risk Rule DIG_SEC_008 →
If this scenario is left unaddressed, it can trigger the following secondary risk rules. Organisations should monitor these as early-warning indicators:
Vetted specialists in software, security, technology relevant to this risk scenario:
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