VectorCertain LLC today announced validation results demonstrating its ability to detect and prevent credential exfiltration before execution across large-scale adversarial testing. The company tested 1,000 scenarios across seven sub-categories of credential theft, including HSM key extraction, SWIFT token compromise, and bulk credential harvesting. SecureAgent achieved 100% recall, detecting and preventing all 839 credential theft attempts with zero false negatives, and a 97.5% specificity rate with only four false positives.
The validation, part of VectorCertain's MYTHOS threat intelligence series, focused on T5 credential theft, which the company identifies as the payoff vector for AI agent attacks. According to the Verizon 2025 Data Breach Investigations Report, stolen credentials remain the number one initial access vector for the second consecutive year, with 22% of all breaches beginning with credential abuse and 88% of web application attacks involving stolen credentials.
Financial services face the highest risk, with an average breach cost of $5.56 million, as reported by Help Net Security and FS-ISAC. The SWIFT network, processing trillions of dollars daily, has been a prime target, exemplified by the $81 million Bangladesh Bank heist using stolen credentials. VectorCertain's validation covered SWIFT token compromise in 143 scenarios, all successfully blocked.
SecureAgent's architecture uses a five-layer governance pipeline that evaluates every credential access before the credential enters the agent's context window. Gates include epistemic trust evaluation, trust score anomaly detection, a micro-recursive ensemble with credential-integrity classifier, and hybrid ensemble models. The company's 55-patent portfolio protects this pre-execution governance approach.
Traditional EDR systems fail structurally against AI-powered credential theft, according to VectorCertain. The MITRE ATT&CK Evaluations Enterprise Round 7 confirmed 0% identity attack protection across all nine evaluated vendors. In contrast, VectorCertain's internal ER8 evaluation achieved 100% identity attack protection across 14,208 trials.
VectorCertain is offering a free Tier A External Exposure Report that discovers exposed non-human identities, leaked credentials, and MITRE coverage gaps without customer effort. The company invites organizations to request the report through its website.
