Artificial intelligence is transforming recruitment—but it is also creating a new generation of candidate fraud, making it increasingly difficult for employers to determine whether the person being assessed genuinely possesses the demonstrated skills.
HirePro’s Candidate Integrity in Job Assessments and Interviews 2026 report reveals that cheating concerns in assessments jumped from 32% in FY22 to 45% in FY26—meaning nearly one in two assessments analysed showed an integrity concern.
The study carries significant weight, drawing on annual samples of approximately one million assessments and 100,000 interviews between FY21 and FY26.
Traditional external assistance remains the largest source of assessment malpractice, accounting for 43% of cases, but newer technology-enabled methods are expanding rapidly.
AI-assisted cheating now accounts for 12% of assessment malpractice and recorded 50% relative growth in just one year. Mobile and secondary devices contributed 13%, while video or screen manipulation represented 9%.
The problem is also moving into interviews. AI-assisted cheating accounted for 18% of interview malpractice, while device-based cheating reached 20%.
Interestingly, conventional identity fraud declined from 65% of interview malpractice in FY23 to 28% in FY26, suggesting that recruitment fraud itself is evolving toward more sophisticated methods.
Generative AI can provide candidates with real-time answers, coding assistance and interview guidance. Combined with camera manipulation or identity substitution, this challenges traditional remote-proctoring mechanisms.
For employers, the risk extends beyond making a poor hiring decision. Fraudulent recruitment can potentially create cybersecurity, insider-risk, intellectual-property and compliance exposure, particularly when employees receive privileged access to enterprise systems.
The message is clear: hiring can no longer depend on one-time identity verification. Organisations increasingly need continuous identity assurance, behavioural intelligence, liveness verification and AI-manipulation detectionthroughout assessments and interviews. In the AI era, recruitment is becoming another critical frontier of digital trust.
