Most recent
navigate open esc close Corpus index built 2026-06-07 23:58 UTC

← All engagement records

Case study May 1, 2026

Brno University of Technology: Abliterated Gemma + Bulgarian GPT + RAG Pipeline

Sector
Universities
Country
brno

NuClide Research · 2026-05-01


Summary

Brno University of Technology (VUT Brno), Czech Republic, is running Ollama on a Faculty of Mechanical Engineering server with an abliterated Gemma 3 model (safety fine-tuning removed), two variants of a Bulgarian-language GPT model, and an embedding model indicating an active RAG pipeline. All models are unauthenticated and injectable.


Infrastructure

FieldValue
IP147.229.83.12
rDNSpelton.ofivk.fme.vutbr.cz
OrgBrno University of Technology
FacultyMechanical Engineering (fme.vutbr.cz)
CountryCzech Republic
Open ports11434 (Ollama, public)

Models

ModelSizeNotes
seamon67/Gemma3-Abliterated:27b-q4_K_M16 GBAbliterated, safety removed
ukjin/Qwen3-30B-A3B-Thinking-2507-Deepseek-v3.1-Distill:latest17 GBDistilled reasoning
qwen3:30b17 GBLocal
todorov/bggpt:v0.24 GBBulgarian language GPT
todorov/bggpt:Gemma-3-4B-IT-Q4_K_M2 GBBulgarian language GPT (Gemma base)
nomic-embed-text:latest0 GBEmbedding, RAG pipeline
smollm2:1.7b1 GBLocal
smollm2:135m0 GBLocal

Findings

F1, Abliterated Gemma 3 27B (HIGH): seamon67/Gemma3-Abliterated has safety fine-tuning removed. Accessible to any unauthenticated internet caller on a university research server.

F2, RAG Pipeline Injection Surface (HIGH): nomic-embed-text embedding model confirms an active RAG pipeline. CVE-2025-63389 injection affects document-augmented responses.

F3, Bulgarian Language Models (MEDIUM): todorov/bggpt is a Bulgarian-language GPT, suggests international research collaboration or researcher with Bulgarian connections. Both variants are publicly accessible.

F4, Unauthenticated Ollama API (HIGH): All 8 models injectable via CVE-2025-63389.


Disclosure

  • Discovered: 2026-05-01
  • Status: Pending outreach to VUT Brno IT / CESNET-CERTS (CZ-CERT)