Search Results for author: Severin Kacianka

Found 5 papers, 1 papers with code

Towards Equitable Agile Research and Development of AI and Robotics

no code implementations13 Feb 2024 Andrew Hundt, Julia Schuller, Severin Kacianka

We propose a framework for adapting widely practiced Research and Development (R&D) project management methodologies to build organizational equity capabilities and better integrate known evidence-based best practices.

Fairness

Robots Enact Malignant Stereotypes

no code implementations23 Jul 2022 Andrew Hundt, William Agnew, Vicky Zeng, Severin Kacianka, Matthew Gombolay

Stereotypes, bias, and discrimination have been extensively documented in Machine Learning (ML) methods such as Computer Vision (CV) [18, 80], Natural Language Processing (NLP) [6], or both, in the case of large image and caption models such as OpenAI CLIP [14].

Bias Detection Gender Bias Detection +4

Designing Accountable Systems

no code implementations20 Jan 2021 Severin Kacianka, Alexander Pretschner

The problem that software developers now face is to understand what accountability means for their systems and how to reflect it in a system's design.

Software Engineering

Extending Causal Models from Machines into Humans

no code implementations31 Oct 2019 Severin Kacianka, Amjad Ibrahim, Alexander Pretschner, Alexander Trende, Andreas Lüdtke

Causal Models are increasingly suggested as a means to reason about the behavior of cyber-physical systems in socio-technical contexts.

A Real-Time Remote IDS Testbed for Connected Vehicles

1 code implementation27 Nov 2018 Valentin Zieglmeier, Severin Kacianka, Thomas Hutzelmann, Alexander Pretschner

Our evaluation shows that the testbed makes the effective assessment of various IDS possible.

Cryptography and Security Software Engineering

Cannot find the paper you are looking for? You can Submit a new open access paper.