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When an AI Agent Turned Attacker: What Qualys Sees Across Every Phase of the Hugging Face Kubernetes Intrusion

blog.qualys.com · published 26 August 2026

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Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident Read at the source ↗

huggingface.co

https://www.qualys.com/apps/container-security

qualys.com

https://blog.qualys.com/wp-content/uploads/2026/08/attack-at-a-glance-final-2-scaled.png

blog.qualys.com

https://blog.qualys.com/wp-content/uploads/2026/08/qualys-detections-phase1-scaled.png

blog.qualys.com

https://www.qualys.com/apps/totalcloud

qualys.com

https://docs.qualys.com/en/cs/latest/mergedProjects/container_runtime_sensor_help/crs_usage/tracing_policies.htm

docs.qualys.com

https://docs.qualys.com/en/fim/latest/events/container_based.htm

docs.qualys.com

https://blog.qualys.com/wp-content/uploads/2026/08/qualys-detections-phase2-scaled.png

blog.qualys.com

https://blog.qualys.com/wp-content/uploads/2026/08/qualys-kubernetes-compliance-control-detection-scaled.png

blog.qualys.com

https://blog.qualys.com/wp-content/uploads/2026/08/qualys-admission-controller-scaled.png

blog.qualys.com

https://www.qualys.com/fundamentals/what-is-kubernetes-security-posture-management-kspm

qualys.com

https://www.qualys.com/apps/cloud-detection-response

qualys.com

https://blog.qualys.com/wp-content/uploads/2026/08/qualys-detections-phase5-scaled.png

blog.qualys.com

https://www.qualys.com/fundamentals/what-is-attack-path-analysis

qualys.com

https://www.qualys.com/free-trial-new/totalcloud

qualys.com

Security incident disclosure — July 2026 Read at the source ↗

huggingface.co

OpenAI and Hugging Face partner to address security incident during model evaluation Read at the source ↗

openai.com

https://jfrog.com/blog/jfrog-and-openai-collaboration-on-zero-day-security-findings/

jfrog.com

https://www.youtube.com/watch?v=87DyyMV0kCY

youtube.com

https://docs.qualys.com/en/cs/latest/k8s_posture/searching_for_kubernetes_postures.htm

docs.qualys.com