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Yusaku Fujii, a professor at Gunma University in Japan, has designed audits and penalties to stop operators from misusing AI that analyzes street camera footage. His system adds an independent record-keeper and unannounced spot checks to the AI’s outputs. Fujii’s test setting is what he calls a Fully Monitored Public Space (FMPS): streets where cameras…
Using AI safely
- Know which AI tools your organisation uses, and what data goes into them.
- Treat AI agents like any other identity: least privilege, logging and a named owner.
- Test AI features for prompt injection and data leakage before customers reach them.
More helpNCSC: guidelines for secure AI system development (opens in a new tab)
MyCyberWay training
AI security · in both programmes
AI is part of the attack surface now. Learn to watch it.
Blue Team Analyst covers Security Copilot in triage and monitoring the AI itself: inherited permissions, prompt injection and Purview DSPM for AI. Blue Team Engineer secures the deployment: Copilot pre-flight hardening, agent identity and tool allow-lists.
- Security Copilot in triage
- Prompt injection and DSPM for AI
- Agent identity and allow-lists
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