
08 May 2026
The most dangerous fake job may come from a real employer account
That is the uncomfortable part.
If an attacker takes over an employer profile, the listing inherits trust. Candidates are less suspicious. The platform looks responsible. The employer takes reputational damage.
Password checks and MFA help, but they are not enough once the session is active.
CrossClassify adds continuous risk scoring to employer logins, profile edits, job posting, recruiter messaging, and review responses. It looks at device trust, behavior, session context, and high risk actions.
For Glassdoor style platforms, employer account takeover protection is not just security. It is marketplace trust protection.
I explained the approach in the article linked below.
Read the full article in here.