OctoGuard: AI cheating detection & advanced assessment protection

AI is changing online cheating

AI assistants have changed how candidates cheat during online assessments, but they're only one part of a much larger challenge. Traditional proctoring methods often focus on individual tools, while new cheating techniques continue to emerge.

OctoGuard helps educational institutions and employers with AI cheating detection and AI cheating prevention across online exams, certification tests, coding interviews, technical assessments, and hiring evaluations. It detects and deters AI-assisted cheating and other technology-based cheating techniques thus helping organizations protect assessment integrity.

Rather than chasing individual applications, OctoGuard helps protect assessment integrity as cheating methods continue to evolve, making it an effective solution for AI cheating in online exams as well as high-stakes recruitment and certification.

Coverage across today's cheating landscape

Modern online assessments face a rapidly changing threat landscape. AI interview cheating, browser manipulation, second-device use, identity fraud, and virtual cameras all create new risks for educational institutions and employers.

OctoGuard combines behavior- and system-level detection with multiple security controls to help organizations address today's most common technology-based cheating techniques. Instead of focusing on individual applications, it identifies the techniques used to gain an unfair advantage, helping organizations strengthen AI cheating prevention as new tools emerge.

Whether you're protecting university exams, certification programs, technical hiring, or coding interviews, OctoGuard helps preserve assessment integrity without disrupting the experience for genuine test takers.

OctoGuard illustration showing AI cheating detection across AI interview assistants, second-device cheating, same-machine evasion, and identity fraud during online assessments.

How OctoGuard helps detect AI-assisted cheating

AI interview assistants

Detects leading commercial AI interview assistants, including Cluely, Final Round AI, LockedIn AI, Parakeet AI, Linkjob.ai, and tools using similar stealth techniques by targeting cheating methods rather than individual applications.

Second-device cheating

Reduces one of the most common technology-based cheating vectors through mandatory secondary camera verification, placement checks, and room scans that help confirm the testing environment.

Browser and desktop manipulation

Detects second monitors, remote desktop software, virtual machines, browser manipulation, and other attempts to bypass assessment restrictions during online assessments.

Identity verification

Confirms that the right person takes the assessment using photo or ID verification together with continuous face matching throughout the session.

Virtual camera detection

Identifies virtual cameras and virtualization techniques that can be used for face or voice impersonation during online assessments.

Designed for evolving threats

Helps educational institutions, certification providers, and employers maintain effective assessment protection as new commercial and open-source AI cheating tools emerge.

Get in touch

Stay ahead of evolving cheating techniques

Book a meeting to see how OctoGuard helps organizations protect online assessments against AI-assisted and technology-based cheating without disrupting the experience for honest test takers.

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Why organizations choose OctoGuard for AI cheating detection

Assessment integrity

Helps protect the credibility of online exams, certification programs, and hiring assessments by reducing opportunities for AI-assisted cheating and other technology-based cheating techniques.

Built for evolving AI threats

Commercial AI interview cheating tools continue to evolve. OctoGuard helps organizations strengthen AI cheating prevention without relying on identifying individual applications alone.

Balanced candidate experience

With OctoGuard, you can apply effective AI cheating detection without creating unnecessary friction for honest test takers, helping organizations maintain both assessment integrity and a positive assessment experience.

Flexible security

With OctoGuide, you configure protection based on the assessment type, risk level, or institutional policies instead of applying the same controls to every session.

Layered protection

OctoGuide can combine identity verification, browser and environment monitoring, secondary camera verification, and additional security controls to address multiple cheating techniques throughout the assessment.

Enterprise readiness

Deploy OctoGuard across educational institutions, certification providers, and employers using a scalable solution that integrates with existing assessment workflows.

Why anti-AI assessment protection matters

Fair opportunities for every candidate

Create a level playing field where results reflect candidates' knowledge and skills rather than their ability to exploit unauthorized tools or technologies.

Trustworthy assessment outcomes

Support more reliable academic, certification, and hiring decisions with AI cheating detection that helps reduce opportunities for unauthorized assistance throughout the assessment.

Institutional reputation

Maintain confidence in assessment results by helping educational institutions, certification providers, and employers reduce AI cheating in online exams and high-stakes evaluations.

Operational confidence

Reduce manual oversight through configurable security controls and automated online exam cheating detection, helping teams manage assessments more efficiently.

AI cheating detection for your industry

From university exams and professional certification to coding interview cheating prevention, technical hiring, and pre-employment assessments, OctoGuard helps organizations detect AI-assisted cheating, strengthen AI cheating prevention, and protect online assessments without disrupting the experience for honest candidates.

What our customers say

For end users, OctoProctor provides a customer-friendly way to check-in, that is accessible on all main browsers. No need to download additional software. It has an intuitive and simple interface that is easy to navigate. During the session, users are subtly warned if they exceed certain limits. Overall, it's excellent.

Sem van Geffen
Co-owner
Drone Class

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FAQ on

AI cheating detection

Can OctoGuard be used for coding interviews?

Yes. OctoGuard supports technical hiring workflows, helping organizations reduce the risk of AI-assisted cheating and unauthorized external assistance during coding interviews.

Can OctoGuard detect emerging AI cheating tools?

Yes. OctoGuard detects the techniques used by AI cheating tools. and similar technologies, helping institutions protect assessment integrity as these tools continue to evolve. This helps organizations looking for Cluely detection, Final Round AI detection, LockedIn AI detection, Parakeet AI detection, or Linkjob AI detection stay protected as new commercial and open-source tools emerge.

Can OctoGuard help prevent coding interview cheating?

Yes. OctoGuard helps organizations reduce coding interview cheating by detecting AI-assisted cheating, unauthorized browser manipulation, second-device use, and other technology-based cheating techniques during technical hiring and coding assessments.

Does OctoGuard only protect against AI?

No. While AI-assisted cheating is a growing concern, OctoGuard also helps detect a wide range of technology-based cheating techniques, including unauthorized browser manipulation, remote control software, identity fraud, and second-device cheating when appropriate monitoring is enabled.

Does OctoGuard prevent all cheating?

No online assessment solution can guarantee the detection or prevention of every cheating attempt. OctoGuard is designed to significantly increase assessment integrity by combining multiple complementary protection mechanisms.

Does OctoGuard require a lockdown browser?

No. OctoGuard combines multiple browser-based protection mechanisms and can be used alongside OctoLock when additional restrictions are required.

How does OctoGuard help prevent interview cheating with AI?

OctoGuard helps organizations detect interview cheating AI techniques used during technical interviews, hiring assessments, and live online interviews. It identifies suspicious system activity and technology-based cheating methods without relying solely on known applications.

Interview cheating AI: can OctoGuard detect it?

OctoGuard is designed to identify suspicious behaviors and system activity associated with AI interview assistants (like Cluely, Final Round AI, LockedIn AI, Parakeet AI, and Linkjob.ai) as well as tools using similar stealth techniques.

What is AI cheating detection?

AI cheating detection identifies attempts to use artificial intelligence or other technologies to gain an unfair advantage during online assessments, interviews, or exams.

Which assessments can use OctoGuard?

OctoGuard can be used for university exams, professional certification, recruitment assessments, coding interviews, compliance training, and other high-stakes online evaluations.