[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$fK4FV8UouR0tqv2EBUhsJmyAd_xQzWSXrebozhIs30sU":3},{"lesson":4},{"id":5,"slug":6,"article_id":7,"title":8,"body":9,"prevention":10,"framework_refs":11,"status":23,"created_at":24,"published_at":25,"article":26,"tags":30,"podcasts":49},"af62913d-0d06-4630-b617-90f57445b441","ai-gateways-become-attacker-entry-points-to-cloud-and-iam-infrastructure","9c2cdff9-bd22-4d75-9f64-c0eaac2c5952","AI Gateways Become Attacker Entry Points to Cloud and IAM Infrastructure","AI gateways, intended to broker and manage access to AI services, were exploited as a privileged entry point, granting attackers lateral access to cloud infrastructure and sensitive identity and access management (IAM) data during a cryptomining campaign. The root cause lies in misconfigured or under-secured gateway configurations that failed to enforce least-privilege access, leaving powerful service credentials exposed. Because AI gateways often hold aggregated API keys, cloud tokens, and service identities, a single compromise can cascade across an entire organization. This incident underscores that emerging AI infrastructure must be treated with the same security rigor as any other critical system — not as a convenience layer bolted on the side.","**Immediate actions:**\n- Audit all AI gateway configurations to remove overly permissive API keys, service accounts, and cloud credentials.\n- Rotate any exposed IAM credentials or API tokens associated with the compromised or at-risk AI gateway immediately.\n\n**Long-term improvements:**\n- Apply the principle of least privilege to all AI gateway service accounts, limiting their scope to only the specific models and cloud resources they require.\n- Treat AI gateways as high-value crown-jewel assets and isolate them within dedicated network segments with strict ingress\u002Fegress firewall rules.\n- Integrate AI gateway deployments into your organization's formal asset inventory, vulnerability management, and patch lifecycle programs.\n\n**Detection measures:**\n- Enable detailed logging of all requests passing through AI gateways and forward logs to a SIEM for anomaly detection (e.g., unusual model invocation rates or off-hours access).\n- Set up cloud billing and usage alerts to detect cryptomining activity via abnormal compute or API cost spikes as an early warning signal.",[12,13,14,15,16,17,18,19,20,21,22],"CIS Control 4 – Controlled Use of Administrative Privileges","CIS Control 12 – Network Infrastructure Management","CIS Control 16 – Application Software Security","NIST SP 800-53 AC-2 – Account Management","NIST SP 800-53 AC-6 – Least Privilege","NIST SP 800-53 CM-6 – Configuration Settings","NIST SP 800-53 SI-4 – System Monitoring","NIST CSF PR.AC-4 – Access Permissions and Authorizations","NIST CSF DE.CM-1 – Network Monitoring","MITRE ATT&CK T1078 – Valid Accounts","MITRE ATT&CK T1496 – Resource Hijacking (Cryptomining)","published","2026-07-09T14:20:51.757482+00:00","2026-07-09T14:20:51.227+00:00",{"id":7,"url":27,"slug":28,"title":29},"https:\u002F\u002Fwww.darkreading.com\u002Fcyber-risk\u002Fai-gateways-keys-kingdom","ai-gateways-offer-attackers-the-keys-to-the-kingdom-ad71d6","AI Gateways Offer Attackers the Keys to the Kingdom",[31,37,43],{"id":32,"name":33,"slug":34,"description":35,"color":36},"1ec88fde-2d0f-4ed8-932a-33f5ccc0fdc7","Access Control","access-control","Excessive privileges, missing MFA, weak auth","#f97316",{"id":38,"name":39,"slug":40,"description":41,"color":42},"859cf0ad-a7e9-42bb-a75d-bac6511fa5d5","Configuration Management","configuration-management","Misconfigs, default credentials, exposed services","#eab308",{"id":44,"name":45,"slug":46,"description":47,"color":48},"f43a7f30-5046-4b10-9dba-1a704139821e","Network Segmentation","network-segmentation","Lateral movement, flat networks, missing firewalls","#06b6d4",[]]