From 4c1b44d2af3af266e3578e360e4295bc5883f2a2 Mon Sep 17 00:00:00 2001 From: Anssi Kostiainen Date: Mon, 8 Jan 2024 09:34:05 +0200 Subject: [PATCH] Expand transparency and explainability mitigations - Link to WebSHAP as another example --- index.bs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/index.bs b/index.bs index 190631f..20a1add 100644 --- a/index.bs +++ b/index.bs @@ -931,7 +931,7 @@ Web APIs by their design make it possible to integrate into browsers developer t TE-R2 Mitigations -Web-based visualization tools have been developed for deep networks for educational use and their integration into browsers remains further work.

Integrate into web browser developer tools a conceptual graph of the model’s structure to inspect and understand the model architecture.

The ML model could be viewed by an integrated tool and in a visual way such [Netron](https://netron.app/) does today. +Web-based visualization tools have been developed for deep neural networks for educational use. Such tools provide a conceptual graph of a model's structure to help inspect and understand the model's architecture. Examples of tools that make use of model-agnostic explainability techniques to provide a visual view include [Netron](https://netron.app/) and [WebSHAP](https://poloclub.github.io/webshap/). Integration of this type of transparency and explainability features into browser developer tools remains future work. TE-R3 Mitigations