Infrastructure security researchHow Cloudflare made AI security findings easier to verify
Cloudflare paired AI investigation with a structured review process. The lesson is how a team moves from a suspected flaw to evidence it can act on.
From employee phishing training to AI-assisted investigations. Explore how teams recognize threats, report concerns and turn findings into action.
A manufacturer made security practice recurring, with short training cycles and a clear route for reporting suspicious messages.
These are industry stories, independently examined by Cactera. We were not involved in the featured work.
6 more stories / newer sources first
Infrastructure security researchCloudflare paired AI investigation with a structured review process. The lesson is how a team moves from a suspected flaw to evidence it can act on.
Mozilla’s Firefox team turned an early AI security evaluation into shipped browser fixes, with maintainers responsible for getting the work into a release.
Finding a suspicious pattern is a starting point. OpenAI’s Codex Security research preview connects code context, validation and proposed fixes to help reviewers assess what matters.
A global manufacturer combined role-specific education with a practical way for employees to report suspicious email.
A chemicals manufacturer used tailored exercises and immediate feedback to help employees recognize and report suspicious messages.
An infrastructure engineering company paired recurring phishing practice with a reporting route that helps IT investigate and remove malicious email.
We link to original company, research, and platform accounts. Each article separates what the source reports from Cactera’s analysis, with the comparison, timing, and important limitations visible.
A controlled experiment, a before-and-after story, and an adoption figure answer different questions. We keep those differences clear. The featured outcomes are historical external results; they are not Cactera results or forecasts for your business.
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