Blog posts by Malcolm Heath

Principal Cybersecurity Threat Researcher | F5

Blog posts by Malcolm Heath(3)

F5 Labs AI security model insights: When AI agents expose data without an attacker
F5 Research | 10/30/2026

F5 Labs AI security model insights: When AI agents expose data without an attacker

Agents trying to accomplish innocuous tasks can lead to surprise data exposures and business risk if boundaries around them are not well enforced.

By Malcolm Heath, Louise Scully
F5 Labs AI model security insights: What CISOs need to measure both before and after deployment
Industry Trends | 09/24/2026

F5 Labs AI model security insights: What CISOs need to measure both before and after deployment

Performance is not a security measure. Learn what CISOs should measure across the AI lifecycle using F5 CASI, F5 ARS, and F5 threat intelligence.

By Malcolm Heath, Louise Scully
The authority trap: What F5 Labs AI threat intelligence reveals about AI’s expanding attack surface
Industry Trends | 08/13/2026

The authority trap: What F5 Labs AI threat intelligence reveals about AI’s expanding attack surface

F5 Labs research across F5 CASI, F5 ARS. and threat intelligence shows how model risk, shifting resilience, and excessive authority expand the AI attack surface.

By Malcolm Heath, Louise Scully
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