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Exposed Infrastructure Reveals How Ransomware Affiliates Used AI Agents to Execute Intrusions

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Exposed Infrastructure Reveals How Ransomware Affiliates Used AI Agents to Execute Intrusions

Cybersecurity researchers have discovered an artificial intelligence (AI)-driven intrusion ecosystem run by affiliates of the INC and The Gentlemen ransomware groups.

Central to the operation is an "Autonomous Red Team Kill Chain Framework" referred to as Phantom. The threat actor is assessed to be Russian-speaking and functions both as an intrusion and data-extortion operator, as well as an infrastructure provider supporting different partners across the ransomware ecosystem.

"The operators exploited edge and remote-access systems at scale, including FortiClient EMS, SimpleHelp, cPanel and VPN gateways," SOCRadar said. "They used AI-managed knowledge bases to track victims, stolen credentials and campaign progress."

A notable aspect that defines the campaign is its "AI-executed, human-approved operating structure" in which a human operator provides a victim-specific prompt and reviews every step, while the intrusions themselves are executed through OpenCode with OpenRouter-hosted commercial models.

An examination of the exposed directory at 45.227.254[.]43 has revealed the activity logged 8,257 messages across 133 sessions. Should the models refuse to act on the prompts, the operator has been found to rewrite requests as an authorized red team assessment instead of simply switching models.

Initial access is achieved by exploiting public-facing edge devices at scale, following which the attackers move laterally, establish persistence, exfiltrate data, and escalate toward ransomware deployment. Operator records indicate that the attacks involve the exploitation of the following flaws -

"Once inside, the operators followed a recurring lifecycle: enumerate the domain, escalate to domain admin where possible, harvest credentials with stealer tooling, prioritize finance, HR, legal and executive files, and collect them over reverse-SOCKS tunnels," SOCRadar said.


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