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Case study May 1, 2026

Shandong Medical Graduate School: 376GB DeepSeek + Abliterated R1-Distill + Credential Leak

Sector
Universities
Country
shandong

NuClide Research · 2026-05-01


Summary

A Shandong Province medicine video graduate school (China) is running Ollama with the 376GB local DeepSeek V3 model (identical stack to Shiv Nadar University, India), an abliterated DeepSeek-R1-Distill-Qwen-32B reasoning model, and a MiniMax cloud proxy. The cloud proxy leaks credentials for account bowee. Unauthenticated, publicly accessible.


Infrastructure

FieldValue
IP60.208.108.50
rDNS, (NXDOMAIN)
OrgShandong Province medicine video graduate school
CountryChina
Open ports11434 (Ollama, public)

Models

ModelSizeNotes
lordoliver/DeepSeek-V3-0324:671b-q4_k_m376 GBSame 376GB model as Shiv Nadar (IN)
hf.co/bartowski/DeepSeek-R1-Distill-Qwen-32B-abliterated-GGUF:Q3_K_M14 GBAbliterated DeepSeek-R1-Distill
minimax-m2.7:cloud0 GB☁️ Cloud proxy
llama3.2:3b1 GBLocal

Credential Leak

{
  "error": "unauthorized",
  "signin_url": "https://ollama.com/connect?name=bowee&key=<base64>"
}
  • Username: bowee
  • SSH Public Key: ssh-ed25519 AAAAC3NzaC1lZDI1NTE5AAAAIL1tODW/n9caizUJ42IUq8cTYdYlN4z1eVjhOAWfk1Dz

Findings

F1, 376GB DeepSeek V3 Local Model Exposed (CRITICAL): lordoliver/DeepSeek-V3-0324:671b-q4_k_m is a 376GB q4 quantized local deployment of DeepSeek-V3. Identical model seen at Shiv Nadar University (India). Accessible without authentication.

F2, Abliterated DeepSeek-R1-Distill (HIGH): DeepSeek-R1-Distill-Qwen-32B-abliterated has safety fine-tuning removed. A reasoning model with abliterated safety guardrails on a Chinese medical graduate school server.

F3, Cloud Proxy Credential Leak (HIGH): minimax-m2.7:cloud leaks Ollama Connect username bowee and SSH public key.

F4, Model Injection (HIGH): All 4 models injectable via CVE-2025-63389.


Pattern Note

The lordoliver/DeepSeek-V3-0324:671b-q4_k_m model at 376GB is an unusual deployment for a graduate school, possibly the same model distribution channel as seen at Shiv Nadar University (India, 103.27.166.x). The username bowee is likely a Chinese Pinyin or abbreviated personal name.


Disclosure

  • Discovered: 2026-05-01
  • Status: Pending outreach, CERT/CC China or CNCERT