By 2028, one in four job candidate profiles may be fraudulent, driven by AI tools and impersonation tactics. Six percent
of candidates admitted to interview fraud, and many use AI to manipulate their resumes or responses. Employers must
deploy layered safeguards — such as identity validation, fraud monitoring, and in-person assessments — to counter
escalating candidate deception.

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