Tizian Matschak

According to our database, Tizian Matschak authored at least 12 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

How to Foster Compliance in Non-Integrated IT-Landscapes? The Case of Manual Medical Data Transfers.

Gilbert Georg Hövel, Tizian Matschak

Proceedings of the 3rd International Workshop on Current Information Security and Compliance Issues in Information Systems Research (CIISR 2023) Co-located with the 18th International Conference on Wirtschaftsinformatik (WI 2023), 2023

At What Price? Exploring the Potential and Challenges of Differentially Private Machine Learning for Healthcare.

Aycan Aslan, Tizian Matschak, Maike Greve, Simon Trang, Lutz M. Kolbe

Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

Applying Dispositional, Situational, and Organizational Risk Propensity to Technology Threat Avoidance Theory - A tripartite View.

Theresa Pfaff, Ilja Nastjuk, Tizian Matschak

Proceedings of the 31st European Conference on Information Systems, 2023

A Qualitative Study on Acceptance Factors of Economic Approaches on IT Security Investment Decisions.

Laura Niedzela, Stephan Kuehnel, Ilja Nastjuk, Tizian Matschak, Stefan Sackmann, Simon Trang

Proceedings of the 29th Americas Conference on Information Systems, 2023

A Process-Based Approach to Information Security Investment Evaluation: Design, Implementation, and Evaluation.

Tizian Matschak, Ilja Nastjuk, Laura Niedzela, Stephan Kuehnel, Simon Trang

Proceedings of the 29th Americas Conference on Information Systems, 2023

2022

Categories of Approaches for IT Security Investment Decisions: A systematic literature review.

Laura Niedzela, Leonard Nake, Tizian Matschak

Proceedings of the WI for Grand Challenges, 2022

The Role of Situational Risk Propensity in Technology Threat Avoidance Behavior.

Tizian Matschak, Theresa Pfaff

Proceedings of the WI for Grand Challenges, 2022

Show Me Your Claims and I'll Tell You Your Offenses: Machine Learning-Based Decision Support for Fraud Detection on Medical Claim Data.

Tizian Matschak, Christoph Prinz, Florian Rampold, Simon Trang

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

A Taxonomy of Machine Learning-based Fraud Detection Systems.

Tizian Matschak, Simon Trang, Christoph Prinz

Proceedings of the 30th European Conference on Information Systems, 2022

A Digitization Pipeline for Mixed-Typed Documents Using Machine Learning and Optical Character Recognition.

Tizian Matschak, Florian Rampold, Malte Hellmeier, Christoph Prinz, Simon Trang

Proceedings of the Transdisciplinary Reach of Design Science Research, 2022

2021

Towards a Business Process-based Economic Evaluation and Selection of IT Security Measures.

Stephan Kühnel, Stefan Sackmann, Simon Trang, Ilja Nastjuk, Tizian Matschak, Laura Niedzela, Leonard Nake

Proceedings of the First International Workshop on Current Compliance Issues in Information Systems Research (CIISR'21) Co-located with the 16th International Conference on Wirtschaftsinformatik (WI'21), 2021

Healthcare in Fraudster's Crosshairs: Designing, Implementing and Evaluating a Machine Learning Approach for Anomaly Detection on Medical Prescription Claim Data.

Tizian Matschak, Christoph Prinz, Kristin Masuch, Simon Trang

Proceedings of the 25th Pacific Asia Conference on Information Systems, 2021