- What it is
- Fraud-as-a-Service is the commercial ecosystem of subscription AI cheating tools, paid proxy rings, and interview-coaching services that has turned exam cheating into a transactional marketplace.
- Why it matters
- When cheating is a $20–$50 monthly subscription against a $150,000 salary, the economics drive mass adoption — the ecosystem, not any single tool, is the threat category.
- How Aiseptor addresses it
- Aiseptor targets the network and device preconditions the entire ecosystem depends on: cloud inference endpoints, overlay-class applications, second-device pivots, and remote-access channels. Cutting the shared substrate is more durable than chasing each vendor.
Canonical definition
Fraud-as-a-Service (FraaS) describes the commercial layer that has formed around assessment cheating since 2024. It encompasses subscription overlay products (Cluely, Interview Coder, Parakeet AI, LockedIn AI, Final Round AI), paid proxy rings that supply a professional ringer to sit an exam in the candidate's place, behavioral coaching services that tune candidates around known proctoring signals, and open-source forks distributed through GitHub, Telegram, and Discord. The economic signature is consistent: low monthly cost to the candidate, high payoff if undetected, and a business model that depends on exam-platform telemetry being blind to the tooling. Fraud-as-a-Service is a market, not a tool — which is why single-product detection strategies age out within weeks of release.
Citations
- [1]Fabric, analysis of 19,368 AI-conducted interviews, January 2026 (2026)
- [2]TestPartnership survey reported by HackerRank (2025)
- [3]Aiseptor threat intelligence log on cheating marketplaces (2026)