Deepfake Detection and Injection Attack Defense for KYC processes

The impressive advances in Artificial Intelligence has introduced new challenges in identity verification when onboarding remote customers. Cybercriminals are becoming more adept, using accessible AI to create deepfake videos and synthetic identities that can easily bypass conventional Know Your Customer (KYC) processes. Businesses relying on systems installed just over a year ago (before chatGPT was launched) are increasingly vulnerable, facing threats that these platforms were never designed to combat.

At ArriTech , we foresaw these challenges and developed our KYC platform, QGen Online(QGoL), with AI at its foundation. Designed specifically to counter the evolving threats of digital fraud, QGoL incorporates advanced features that distinguish it from traditional KYC systems. This isn't just about technological upgrades—it’s about fundamentally redefining identity verification for the AI age.

A key feature of QGoL is its sophisticated Presentation Attack Detection (PAD) capabilities. Deepfakes, hyper-realistic digital forgeries, are among the most dangerous threats to modern KYC systems. These synthetic videos generated by low-cost AI technology, can fabricate convincing false identities, making it difficult for traditional systems to differentiate between legitimate customers and fraudulent actors. QGoL’s certified PAD technology directly addresses these threats by using advanced techniques to assess a wide range of biometric and behavioral indicators, enabling it to detect even the most intricate deepfake attempts with unmatched precision.

One of the advanced techniques we use is an enhanced protection against injection attacks. These attacks involve fraudsters bypassing biometric capture processes by injecting pre-recorded or synthetic biometric data. Our system detects and prevents these attacks by identifying and blocking the channels used to deliver such data, such as virtual cameras in desktop browsers and sophisticated hardware attacks.? Desktop and mobile browsers as well as mobile apps are protected in a way that is completely transparent to the user. We ensure that the biometric data being captured is authentic and belongs to a live individual.

We do all of this without compromising the user experence. In fact a major advantage of QGoL is its use of passive liveness detection. Traditional liveness detection methods often require customers to perform specific actions, like blinking or moving their heads, which can create friction and increase abandonment rates. QGoL’s passive liveness detection, however, operates seamlessly in the background, requiring only a single image capture. This approach not only reduces customer friction but also saves bandwidth, making the process faster and more efficient—particularly beneficial in regions with limited bandwidth or high data costs.

The distinction between QGoL and older KYC platforms lies not just in technology but in approach. Legacy systems were built for a time when fraud was less sophisticated, and attackers had fewer resources. These systems, while once effective, now lack the agility to adapt to the rapidly evolving landscape of AI-driven fraud. In contrast, QGoL is engineered for the AI era, offering the flexibility and advanced capabilities needed to stay ahead of modern threats.

For businesses, the implications are clear: relying on outdated KYC systems is a substantial risk. Fraudsters are continually refining their techniques, using the latest AI tools to create increasingly realistic fake identities. A system that was cutting-edge just two years ago is now a liability, exposing businesses to risks with potentially severe consequences.

Adopting QGen Online is about future-proofing your business. Our AI-driven approach, combined with advanced deepfake detection, injection attack prevention, and passive liveness detection, ensures that your identity verification procedures remain effective even as fraud evolves. With QGoL you will be proactively safeguarding against them, ensuring your business remains protected.

Moreover, implementing QGoL signals to your customers and stakeholders that you are committed to the highest standards of security and compliance. As trust is becoming increasingly fragile, demonstrating robust, state-of-the-art KYC processes is not just a competitive advantage—it’s essential.

Businesses that comfortably cling to outdated systems because they were effective in the past are taking a significant risk. As fraudsters continue to evolve, so too must the defenses businesses deploy. By choosing QGen Online, you’re not just selecting a KYC solution; you’re investing in a platform designed to challenge the AI-driven fraud.

About the Author:

Godwin Schembri currently serves as Chief Technology Officer of a software provider, driven by a profound passion for technology and innovation. You can connect with Godwin Schembri on LinkedIn.

Disclaimer: Opinions expressed are solely of the author and do not express the views or opinions of his employer.

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