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Case study May 1, 2026

Seoul National University: 3-Node Cluster, Cloud Proxy + Credential Leak (user: node1)

Sector
Universities
Country
snu

NuClide Research · 2026-05-01


Summary

Seoul National University (SNU, 서울대학교) has three Ollama instances on the 147.47.0.0/16 campus block. Node 1 (147.47.200.153) carries cloud proxy subscriptions and leaks Ollama Connect credentials. Nodes 2 and 3 (147.47.209.39, 147.46.112.49) are additional unauthenticated inference nodes on adjacent SNU subnets.


Infrastructure

IPVersionModelsCloudNotes
147.47.200.153,52Credential leak (user: node1)
147.47.209.390.11.1040,
147.46.112.490.20.220,

Node 1: 147.47.200.153 (Cloud Proxy + Credential Leak)

ModelSizeNotes
devstral-2:123b-cloud0GBCloud proxy
deepseek-v3.1:671b-cloud0GBCloud proxy
codellama:13b7.4GBLocal
mistral:7b4.4GBLocal
smollm2:135m0.3GBLocal

Credential Leak via 401 Response

{"error":"unauthorized","signin_url":"https://ollama.com/connect?name=node1&key=c3NoLWVkMjU1MT..."}
  • Username: node1
  • SSH pubkey: ssh-ed25519 AAAAC3NzaC1lZDI1NTE5AAAAIEc/PPDVTM/k5JSpGzWGbwkpMAMWFyOj57QhQAL7hYDC

The node1 username pattern indicates a service account, likely shared institutional infrastructure.


Node 2: 147.47.209.39 (v0.11.10, 4 models)

4 models, no cloud proxies. Ollama v0.11.10. All injectable via CVE-2025-63389.


Node 3: 147.46.112.49 (v0.20.2, 2 models)

2 models, no cloud proxies. Ollama v0.20.2 (recent). All injectable via CVE-2025-63389.


Findings

F1: Credential Leak via 401 Response (CRITICAL)

Cloud proxy inference on node 1 returns Ollama Connect signin URL with base64-encoded SSH public key. Account claimable by any actor who visits the URL.

F2: Cloud Proxy Portfolio (HIGH)

devstral-2:123b-cloud (123B) and deepseek-v3.1:671b-cloud (671B) on node 1. Both return {"error":"unauthorized"}.

F3: Additional Unauthenticated Nodes (HIGH)

Nodes 2 and 3 on SNU subnets 147.47.0.0/16 and 147.46.0.0/16 expand the unauth inference surface across the campus.

F4: CVE-2025-63389 Injectable (HIGH)

All three nodes injectable via unauthenticated /api/create.


Remediation

OLLAMA_HOST=127.0.0.1:11434
systemctl restart ollama

Disclosure

  • Discovered: 2026-05-01
  • Status: Pending outreach to SNU IT Security (snu.ac.kr)