Name: Open Source Tools To Empower Ethical and Robust AI Systems - Alberto Rodríguez, ControlPlane & Miguel Fontanilla, sennder
Start: 2025-08-25T13:30:00+0200
End: 2025-08-25T14:10:00+0200

25-27, August 2025
Amsterdam, Netherlands
View More Details & Registration
Note: The schedule is subject to change.

The Sched app allows you to build your schedule but is not a substitute for your event registration. You must be registered for Open Source Summit Europe 2025 to participate in the sessions. If you have not registered but would like to join us, please go to the event registration page to purchase a registration.

This schedule is automatically displayed in Central European Summer Time, CEST (UTC +2). To see the schedule in your preferred timezone, please select from the drop-down menu to the right.

IMPORTANT NOTE: Timing of sessions and room locations are subject to change.

Monday August 25, 2025 13:30 - 14:10 CEST

G109

In this talk, we will present open-source tools for evaluating and securing AI models which are key in building responsible AI systems. We'll start with an overview of these tools and their use cases, organized through a simple ontology to help classify them.

We'll cover:

- Tools that assess bias and fairness, such as AIF360

- Evaluation tools like Garak, which offers comprehensive security and safety assessments for LLMs; Promptfoo, which supports prompt engineering and testing; and Giskard, which allows the use of custom evaluation datasets

- Guardrail tools for LLM systems, like NeMo Guardrails

- Tools that focus on prompt security and insights, such as LLMGuard and LangKit

- Tools for traditional ML model security, like the Adversarial Robustness Toolbox

The main goal of the talk is to give attendees a clear overview of the wide range of open-source tools available for securing AI models and provide examples and insights about them that can help in making an informed decision on which one to use.

Speakers

Alberto Rodríguez Fernandez

Cloud Native Engineer, ControlPlane

Cloud Native consultant at Control Plane with a focus in Kubernetes, AI security and Software Supply Chain Security. AWS and Kubernetes Certified.

Miguel Fontanilla

Platform Engineering Lead, sennder

Hello, I'm Miguel, a technology enthusiast who enjoys helping people learn about it!My specialty is cloud infrastructure, with a strong focus on containerization technologies.I currently work as a Staff Engineering Lead on the infrastructure team at Sennder, a European digital logistics... Read More →

Monday August 25, 2025 13:30 - 14:10 CEST
G109

Open Source 101

Audience Experience Level Intermediate

Open Source Summit Europe 2025

Alberto Rodríguez Fernandez

Miguel Fontanilla

Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending!