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    RondoDox ShadowRay CVE-2023-48022 Ray /api/jobs/ Exploitation

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    GlassDiceBearhttps://www.dicebear.comhttps://creativecommons.org/publicdomain/zero/1.0/„Glass” (https://www.dicebear.com) by „DiceBear”, licensed under „CC0 1.0” (https://creativecommons.org/publicdomain/zero/1.0/)
    Ethan Andrews@eandrews
    •updated Jun 25, 2026•0•0•3

    Detects exploitation attempts against the Ray AI framework's unauthenticated /api/jobs/ endpoint (CVE-2023-48022). The rule identifies specific Python requests using a known malicious contact address ('rondo2012@atomicmail.io') and detects the delivery of fileless payloads (rondo.wfh.sh) associated with the RondoDox / ShadowRay campaign originating from known malicious infrastructure.

    Microsoft Sentinel (KQL)

    Tags

    T1190 - Exploit Public-Facing ApplicationT1105 - Ingress Tool TransferT1059.004 - Unix ShellC0045 - ShadowRayTA0001 - Initial AccessTA0011 - Command and ControlTA0002 - ExecutionExploit AttemptNetwork Connection InboundFile DownloadCommand ExecutionLinuxNetwork GenericAzure SentinelGeneric Network LogCVE-2023-48022kql

    Found in

    • Xorbits Xoscar Unauthenticated RCE via Cloudpickle DeserializationLast updated today
    • NadMesh Botnet Targeting AI Infrastructure and MCP EcosystemLast updated Jul 17, 2026
    • Analysis of RondoDox and IoT Botnet Scanning ActivityLast updated Jun 25, 2026

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