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Introducing Julius: Open Source LLM Service Fingerprinting

Julius open-source security tool for LLM service fingerprinting and adversarial AI red teaming to identify hidden model versions.

The Growing Shadow AI Problem Over 14,000 Ollama server instances are publicly accessible on the internet right now. A recent Cisco analysis found that 20% of these actively host models susceptible to unauthorized access. Separately, BankInfoSecurity reported discovering more than 10,000 Ollama servers with no authentication layer—the result of hurried AI deployments by developers under […]