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 adversarial scenarios across seven sub-categories of credential theft, including HSM key extraction, SWIFT token compromise, and bulk credential harvesting. SecureAgent achieved 100% recall, preventing all 839 credential theft attempts with zero false negatives and 97.5% specificity, registering only four false positives.
Credential theft remains the leading initial attack vector for the second consecutive year, according to the Verizon 2025 Data Breach Investigations Report, which analyzed over 22,000 security incidents and 12,000 confirmed breaches. Stolen credentials accounted for 88% of web application breaches, and infostealers compromised 30% of corporate-managed devices. The financial sector is particularly vulnerable, with an average breach cost of $5.56 million and 90% of breaches carrying a financial motive, as reported by Help Net Security and FS-ISAC.
VectorCertain's validation focused on the T5 credential theft threat vector, which represents the moment an AI agent extracts credentials such as HSM keys, SWIFT tokens, or bulk credential databases. The company's SecureAgent platform uses a five-layer governance pipeline that evaluates every credential access before it enters the agent's context window, blocking theft in under 10 milliseconds. This pre-execution approach contrasts with traditional endpoint detection and response (EDR) systems, which can only detect credential theft after exfiltration has occurred. MITRE ATT&CK Evaluations Enterprise Round 7 confirmed 0% identity attack protection across all nine evaluated vendors, highlighting a structural gap that SecureAgent addresses.
The seven sub-categories tested included HSM key extraction (143 scenarios), SWIFT token compromise (143 scenarios), bulk credential harvesting (143 scenarios), OAuth token and API key theft (143 scenarios), session hijacking and token replay (125 scenarios), environment variable and config file exfiltration (125 scenarios), and credential forwarding and exfiltration (178 scenarios). In every case, SecureAgent prevented the credential from leaving the governed environment. The four false positives involved legitimate credential rotation operations that resembled bulk harvesting patterns, which the company says is correct governance behavior warranting human review.
VectorCertain's validation was conducted across five institutional and technical frameworks, including the CRI Financial Services AI Risk Management Framework (all 230 control objectives) and the MITRE ATT&CK Evaluations ER8 methodology (14,208 trials, 98.2% TES). The company holds a 55-patent hub-and-spoke portfolio protecting its pre-execution credential governance technology. Joseph P. Conroy, Founder & CEO of VectorCertain LLC, stated, "Credentials are the atomic unit of financial crime. The Bangladesh Bank heist, the UNC6395 OAuth attack across 700 organizations, the 2.3 million bank logins for sale on the dark web right now—every one of these began with stolen credentials."
The announcement comes as global cyber-enabled fraud losses reached $485.6 billion in 2023, according to Nasdaq Verafin, and the financial sector faces increasing threats from AI-powered attacks. SecureAgent's results were confirmed by independent research, including the Verizon DBIR and analyses by Help Net Security and Recor AI. The company is offering a free External Exposure Report to help organizations discover exposed credentials and coverage gaps.
