Did you know AI can now generate interview answers in real time, coach candidates into fluency, and in some cases feed responses during a live interview without the hiring manager knowing? Numbers don’t lie, with an analysis conducted last year by Fabric discovering 38.5% of job candidates were flagged for AI-cheating behavior.
In addition, the FBI’s 2025 Internet Crime Report documenting AI-enabled employment fraud, including voice spoofing used during online interviews, has caused business losses of $13 million.
Traditional interviews were built to assess how a candidate presents and communicates. With AI now replicating all of the above, the question is no longer how to screen better but how to verify better.
Fraudulent applicants now use generative tools, real-time audio filters and video deepfakes to fabricate entire professional identities and impersonate qualified workers during remote video interviews.
Common Tactics Used in AI Hiring Fraud
- Synthetic Resumes and Profiles: Generative AI creates flawless, hyper-customized CVs, complete work histories, and professional LinkedIn profiles tied to fake or stolen credentials.
- Real-Time Interview Cheating: Applicants use AI tools to generate and feed live technical answers or prompts during video calls without detection.
- Deepfake Impersonation: Scammers or state-sponsored actors use real-time face filters and voice cloning technology so that the person interviewed is not the individual who ultimately shows up to do the work.
- Proxy Networks: Fake reference providers and non-existent previous employers respond via digital domains set up specifically to deceive HR teams.
This is scary stuff. Here at GroupOne Background Screening, we utilize multiple steps during our screenings and document checks to tie a candidate’s identity to their application. Simply put, we verify, verify and verify.
We’ve also noticed many companies returning to the old-fashioned process of live, in-person interviews. It’s tough to utilize AI deepfakes when the candidate is sitting across from your HR team. Pointed questions about job experiences and skills never hurt either.
At GroupOne, we treat the candidate’s resume as a guide, verifying employment history, qualifications, references and experience. The resume may open the door. But verification determines whether that door remains open.
Technology certainly supports identity checks and fraud detection, but it should also include human judgment. The strongest approach combines practical assessment, human oversight and, as always, dedicated verification.