---
title: Artifacts
slug: artifacts
docTags: 
createdAt: 2023-06-13T04:22:17.000Z
---

AIShield provides four types of artifacts regarding your model: vulnerability reports, defense reports, attack samples, and defense models. 

AIShield provides four types of artifacts for model analysis and protection:

1. [Vulnerability Report](docId\:hL0uT2MWlCBkt8F97fr-W): Provides information about critical vulnerabilities related to model attacks, including severity, associated risks, and mitigation measures.
2. [Sample Attacks](docId:4G1mjM5lQjfm8t5WBVwpr): A set of randomly selected attack samples used during testing to evaluate the model's performance.
3. [Defense Report](docId\:VtzlTtpja2VSF2j0STLSQ): Offers an overview of a defense model's accuracy and efficacy in detecting attacks on the original model.
4. [Defense Model](docId\:xSbxmZXW4vv14-8NmBF8M): Includes files for the defense model, such as Defense\_model.h5, Defense\_model.onnx, Predict.py, and ReadMe.txt.

For reference, sample reports and artifacts are available for review.