AI assisted cheating in interviews covers two related but distinct threats: candidates using generative AI to feed themselves answers in real time during a live interview, and candidates using synthetic, AI generated video to impersonate someone else entirely. Both have moved from rare edge case to common occurrence extremely fast. Recent research found that 45 […]
Assessment cheating covers the ways a candidate can produce a test result that does not reflect their own, unaided ability on a written or coding assessment. Unlike interview cheating, which happens in a live conversation, assessment cheating happens against a clock and a fixed question set, which shapes a different set of tactics and a […]
Interview cheating covers the tactics a candidate uses to misrepresent who they are or what they know during a live conversation, as opposed to a written test. Remote video interviews made this meaningfully easier, since a screen removes several of the physical cues that used to make cheating obvious in person. Understanding the specific tactics […]
Candidate Identity Checks: Why They Are No Longer Optional Candidate identity checks used to be treated as an extra step reserved for high security roles, government contracts, financial services, healthcare, while most employers relied on a resume, an interview, and a standard background check. That assumption is breaking down quickly, for reasons that have nothing […]
Biometric verification confirms a candidate’s identity using a physical characteristic, almost always the face in a hiring context, rather than a document or a password that can be handed to someone else. It is the layer that answers a very specific question: is the live person in front of the camera right now the same […]
Identity Verification in Hiring: A Step by Step Overview Identity verification in hiring is the process of confirming that a candidate is actually who they claim to be, distinct from a background check, which confirms facts about a person’s history rather than the person’s identity itself. It matters more than it used to because remote […]
AI based test monitoring uses machine learning models, rather than a person watching a video feed, to flag suspicious behavior during an online assessment in real time. It exists because the volume and sophistication of cheating attempts has outpaced what human reviewers can realistically catch on their own. Recent research puts the scale of the […]
Online exam monitoring is the set of methods a hiring team uses to make sure a candidate’s assessment result reflects that candidate’s own, unaided work. Unlike academic testing, where the stakes are a grade, a hiring assessment result feeds directly into a decision to extend an offer, so the cost of an unmonitored, unreliable result […]
Remote proctoring is the practice of supervising a test or assessment taken outside a physical exam room, using a combination of webcam monitoring, screen recording, and identity checks to recreate the oversight an in person invigilator would normally provide. It exists because online assessments removed the one thing that used to make cheating hard: someone […]
Employment fraud is any deliberate deception connected to the employment relationship, committed either by someone trying to get hired under false pretenses, or by an existing employee misusing their position for personal gain. It is a broader category than hiring fraud alone, hiring fraud (impersonation, resume fabrication, proxy interviewing) is really the pre hire subset […]
What Remote Hiring Fraud Is Remote hiring fraud is the exploitation of distance and reduced in person verification, common to fully remote recruiting, to place someone other than the interviewed candidate into a role. It ranges from proxy interviewing to nation state schemes, and it has escalated from an edge case to a formally recognized […]
Recruitment Fraud Overview Recruitment fraud most often describes the reverse of candidate side deception: scammers impersonating a real company or recruiter to defraud job seekers, through fake job postings, phishing interviews, and requests for money or personal information under the guise of an offer. It is a distinct problem from resume or application fraud, but […]
