51 citations · 156 across the 37 of their papers we have counts for
13 papers · 1 filter
Status Quo and Problems of Requirements Engineering for Machine Learning: Results from an International Survey
Antonio Pedro Santos Alves, Marcos Kalinowski, Görkem Giray +12
Systems that use Machine Learning (ML) have become commonplace for companies that want to improve their products and processes. Literature suggests that Requirements Engineering (R…
Towards Model Co-evolution Across Self-Adaptation Steps for Combined Safety and Security Analysis
Thomas Witte, Raffaela Groner, Alexander Raschke +3
Self-adaptive systems offer several attack surfaces due to the communication via different channels and the different sensors required to observe the environment. Often, attacks ca…
VULNERLIZER: Cross-analysis Between Vulnerabilities and Software Libraries
Irdin Pekaric, Michael Felderer, Philipp Steinmüller
The identification of vulnerabilities is a continuous challenge in software projects. This is due to the evolution of methods that attackers employ as well as the constant updates…
Simulation of Sensor Spoofing Attacks on Unmanned Aerial Vehicles Using the Gazebo Simulator
Irdin Pekaric, David Arnold, Michael Felderer
Conducting safety simulations in various simulators, such as the Gazebo simulator, became a very popular means of testing vehicles against potential safety risks (i.e. crashes). Ho…
Applying Security Testing Techniques to Automotive Engineering
Irdin Pekaric, Clemens Sauerwein, Michael Felderer
The openness of modern IT systems and their permanent change make it challenging to keep these systems secure. A combination of regression and security testing called security regr…
Data Pipeline Quality: Influencing Factors, Root Causes of Data-related Issues, and Processing Problem Areas for Developers
Harald Foidl, Valentina Golendukhina, Rudolf Ramler +1
Data pipelines are an integral part of various modern data-driven systems. However, despite their importance, they are often unreliable and deliver poor-quality data. A critical st…