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Citrus Ransomware: Contractor exploitation and LLM-assisted post-exploitation

Citrus Ransomware leverages compromised contractor credentials, VLESS tunnels, and LLM-generated scripts to escalate privileges and deploy ransomware, notably exploiting CVE-2026-54121 (Certighost).

CVE search metadata

CVE search record: CVE-2026-54121. Severity: high. CVSS: 8.8. EPSS: 1.84%. KEV: no. Product: Active Directory Certificate Services, 1C:Enterprise. Brief: Citrus Ransomware: Contractor exploitation and LLM-assisted post-exploitation. Brief link: https://feed.craftedsignal.io/briefs/2026-11-citrus-ransomware/

Triage facts

Revision 1
Applicability
Active Directory Certificate Services, 1C:Enterprise
Evidence
Unknown
Severity
High
Action
Immediate escalation
Sources
2 public sources
Freshness
Revision 1Nov 11, 10:50 UTC
Detection
1 IOC
Vulnerabilities
1 CVE
Source quality
A1Very likely

Citrus Ransomware is a previously undocumented threat actor that utilizes a combination of traditional credential theft and modern automation tools. The group gains initial access through compromised contractor VPN or RDP accounts. Once inside, they use LLM-generated PowerShell scripts to perform internal reconnaissance and system administration. The group actively exploits Active Directory Certificate Services via CVE-2026-54121 (Certighost) to achieve privilege escalation and also targets 1C:Enterprise server configurations.

Attack Chain

  1. Initial Access: Compromised contractor credentials used to access corporate VPNs or RDP.
  2. Execution: LLM-generated PowerShell and CMD scripts executed to perform reconnaissance and manage internal tasks.
  3. Execution: Usage of Impacket atexec to create scheduled tasks and run commands (e.g., gpupdate).
  4. Persistence: Manual creation of scheduled tasks using PowerShell commands.
  5. Privilege Escalation: Exploitation of CVE-2026-54121 (Certighost) via Active Directory Certificate Services to request certificates and authenticate as domain controllers.
  6. Lateral Movement: Leveraging insecure configurations in 1C:Enterprise servers to move deeper into the environment.

Impact

Observed impact includes unauthorized access to domain controllers via certificate forgery, execution of arbitrary commands via Impacket, and deployment of Sn00py family ransomware.

Recommendation

  • Patch CVE-2026-54121 on all AD CS servers immediately.
  • Audit Active Directory for machine accounts matching the naming convention "GHOST*" followed by random characters.
  • Implement strict ingress filtering for RDP and VPN access, specifically auditing contractor account activity.
  • Monitor PowerShell activity for scripts containing LLM-style comments.

Immediate actions

Block IP 91.210.109.118 at perimeter firewalls

SOC 24h

Search AD for machine accounts starting with GHOST

SOC 24h

Threat Hunt

Identify scheduled tasks created via PowerShell containing unusual names or paths

T1053.005 high high confidence hunt now

Data: Sysmon Event ID 1, Security Event ID 4698

Mitigations

Patch AD CS servers for CVE-2026-54121

immediate IT Operations

CVE-2026-54121

Indicators of compromise

1

ip

TypeValue
ip91.210.109.118