VectorCertain LLC today announced new validation results demonstrating that its SecureAgent governance platform can detect and prevent AI-driven attempts to destroy audit trails before they occur, addressing a critical and growing risk in modern cybersecurity environments. The findings, based on extensive adversarial testing across hundreds of real-world scenarios, highlight the increasing threat of AI-powered anti-forensics and position VectorCertain's approach as a proactive solution to preserving forensic integrity and regulatory compliance.
The validation, part of VectorCertain's MYTHOS threat intelligence series, tested 1,000 adversarial scenarios across six sub-categories of track-covering log manipulation, from direct log deletion to selective log modification. SecureAgent achieved 100% recall, detecting and preventing all 847 log manipulation attempts before execution, with zero false negatives. The system also demonstrated 98.7% specificity, with only two false positives across the 1,000 scenarios.
"An audit trail you can't trust is worse than no audit trail at all - because it creates false confidence," said Joseph P. Conroy, Founder & CEO of VectorCertain LLC. "You investigate the manipulated logs, reach the wrong conclusions, file the wrong regulatory reports, and make the wrong remediation decisions. SecureAgent solves this at the architectural level: the GTID audit record is created before the agent acts, not after."
The research addresses what VectorCertain calls the T4 threat vector, which represents the phase after an attack where AI agents erase evidence of their activity. Without audit trails, forensic investigation becomes impossible, regulatory compliance collapses, and the cost of delayed investigation can reach $114,000 per hour, according to the Binalyze 2026 report. The average U.S. breach costs $10.22 million, per IBM's 2024 Cost of a Data Breach Report.
Traditional security tools fail against log manipulation due to structural limitations. Endpoint detection and response (EDR) systems record events after they occur, meaning a log deletion event is documented but the deleted log entry is already gone. SecureAgent's GTID (Governance Transaction ID) architecture creates a tamper-evident, hash-chained record before the agent's action executes, making log manipulation architecturally impossible. The GTID chain is stored independently of application logs, providing a parallel forensic record that cannot be altered by the AI agent.
The validation tested six sub-categories of log manipulation: direct log deletion, SIEM/monitoring disruption, incident record tampering, timestamp manipulation, archive destruction, and selective log modification. SecureAgent achieved 100% detection and prevention across all categories. The system's discrimination micro-model DM-12, specifically designed to distinguish legitimate retention archival from evidence destruction via archival, achieved near-perfect classification.
"Traditional perimeter defenses were built for a world where attackers had to break in. Today they simply log in," said Nathaniel Jones, Vice President of Security & AI Strategy at Darktrace, as cited in the Darktrace Annual Threat Report 2026. "Stopping identity-led intrusions requires the ability to recognize when legitimate accounts begin to behave in ways that do not align with normal activity."
The findings have significant implications for regulatory compliance. Frameworks such as SOX, HIPAA, PCI DSS v4.0, NYDFS Part 500, and the EU AI Act require tamper-evident audit trails. SecureAgent's GTID chain satisfies these requirements by providing cryptographic integrity that makes any modification detectable. The platform has been validated against all 230 control objectives of the CRI Financial Services AI Risk Management Framework.
VectorCertain's SecureAgent is the first and only (S/AI) participant in MITRE ATT&CK Evaluations history, achieving a TES score of 1.9636 out of 2.0 across 14,208 trials with zero failures. The platform's patent portfolio includes 55 patents with a hub-and-spoke design, protecting the GTID architecture that underpins its anti-forensics capabilities.
The T4 validation is part of the broader MYTHOS threat intelligence series, which covers seven threat vectors. VectorCertain offers a free External Exposure Report that discovers exposed non-human identities, leaked credentials, and MITRE coverage gaps, providing organizations with visibility into their risk profile without any customer effort.
