Abstract: Federated learning (FL), a distributed machine learning (ML) framework, is susceptible to Byzantine attacks since the attacker can manipulate clients’ local data or models to compromise the ...

my-awesome-service/ ├── my-awesome-service-api/ # API contracts and models ├── my-awesome-service-core/ # Business logic ├── my-awesome-service-persistence/ # Database layer with migrations ├── ...

AI models are powerful tools, and in order to use them securely, you need to control them using an API. I'm going to teach you how to write a very simple Python API to control access to a LLM or an AI ...

**Library Version:** `mcp[cli]==1.8.0` (Python SDK) **Python Version:** 3.11.x **Web Framework:** FastAPI (e.g., 0.100+) **ASGI Server:** Uvicorn **Problem ...