Advbox generates adversarial examples that fool neural networks in frameworks like PaddlePaddle, PyTorch, TensorFlow, and Keras. It provides a command-line interface for zero-coding adversarial attack generation and benchmarks model robustness against attacks such as FGSM and DeepFool. The tool supports attack, detection, and defense workflows for AI model security evaluation.