AI Implementors Cybersecurity Brief 2025 Week 51

AI Threats This Week

• Third-party risk evolution continues with AI coding assistants and generated code increase origin risk and dependency ambiguity. (SecurityWeek)

• Legal analysis is increasingly addressing “AI as attacker amplifier,” pushing governance expectations upward. (JD Supra)

Unsafe AI Configurations to Fix Immediately

• Over-permissive connectors

• Lack of DLP boundaries for prompts/outputs

• No review pipeline for AI-generated code before release (secure SDLC gap)

FAIR QuickQuant (AI implementor scenario)

Scenario: “Sensitive data leakage via AI tool integration + compromised identity”

• Loss Event Frequency (LEF) (annualized): 0.4 – 1.5 (Most likely ~0.8) for orgs with broad AI adoption + weak governance

• Loss Magnitude (LM) (per event): $250k – $6M (Most likely ~$1.2M) depending on data type (PII, PHI, IP, PCI), reporting obligations, and customer/partner contracts

• Primary LEF reducers: identity hardening + connector governance + DLP + logging/monitoring of AI access paths