18 citations · 48 across the 18 of their papers we have counts for
7 papers · 1 filter
Understanding the Process of Data Labeling in Cybersecurity
Tobias Braun, Irdin Pekaric, Giovanni Apruzzese
Many domains now leverage the benefits of Machine Learning (ML), which promises solutions that can autonomously learn to solve complex tasks by training over some data. Unfortunate…
Streamlining Attack Tree Generation: A Fragment-Based Approach
Irdin Pekaric, Markus Frick, Jubril Gbolahan Adigun +5
Attack graphs are a tool for analyzing security vulnerabilities that capture different and prospective attacks on a system. As a threat modeling tool, it shows possible paths that…
Model-Based Generation of Attack-Fault Trees
Raffaela Groner, Thomas Witte, Alexander Raschke +5
Joint safety and security analysis of cyber-physical systems is a necessary step to correctly capture inter-dependencies between these properties. Attack-Fault Trees represent a co…
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…