Bulletproof AI continuously monitors the protected system, analyses inputs and outputs and verifies the security, fairness and robustness of the system against many types of AI attacks or unintentional bias. Using the same methodology, we also shield traditional statistical models and rule-based systems from AI-enabled attacks or other manipulation.
Finance and Fintech companies have been using AI, machine learning, statistical decision making and expert systems in order to provide secure and convenient services to their customers. The protection of automated decision-making is especially vital in scenarios lacking humans in the loop. Bulletproof AI supports its financial sector customers in protecting their existing:
Bulletproof AI monitors and constantly probes the behavior of the protected system, recognizes potentially evasive, artificial or manipulative behavior and provides testing and training data necessary for system hardening against the detected attacks.
Our customers can use Bulletproof AI to prevent novel fraud scenarios that may arise due to business changes associated with PSD2 regulation and the introduction of 3D Secure 2 and Strong Customer Authentication standards.
With business applications progressively migrating to the software-as-a-service model, proper user authentication is a key element of information security posture. Phishing attacks, spear phishing and abuse of stolen credentials are the most common attacks against SaaS systems.
In order to strengthen password-based authentication, and to complement the now-mandatory second factor, many services use behavioral biometry for reliable user authentication by means of their behavior - keystroke dynamics, mouse movements, swipe gesture usage and other user-specific information. The authentication decision is typically taken by an adaptive, machine learning-based model for each user. Bulletproof AI can perform security validation of such models, detect attempts to circumvent the biometric authentication and help prevent large-scale account take-over campaigns or sophisticated spear phishing attempts.
The Bulletproof AI s.r.o. team is based in Prague and Brussels. We have created Bulletproof AI with 12 years of research and industry experience in security and machine learning. Research team members have authored or co-authored hundreds of patents, journal articles and conference papers in the field of machine learning and security. Our previous startup, Cognitive Security, was acquired by Cisco Systems in 2013 and has grown to protect more than 25 million of users worldwide from advanced malware threats using machine learning.