TY - CHAP A1 - Lamshöft, Kevin A1 - Neubert, Tom A1 - Krätzer, Christian A1 - Vielhauer, Claus A1 - Dittmann, Jana T1 - Information Hiding in Cyber Physical Systems: Challenges for Embedding, Retrieval and Detection using Sensor Data of the SWAT Dataset T2 - IH&MMSec '21: Proceedings of the ACM Workshop on Information Hiding and Multimedia Security; Virtual Event Belgium, June 22 - 25, 2021 KW - Information Hiding KW - Steganography KW - Covert Channels KW - Network Covert Channels KW - Cyber Physical Systems KW - Industrial Control Systems KW - Sensor KW - Steganalysis KW - Detection KW - Warden Y1 - 2021 SN - 978-1-4503-8295-3 U6 - https://doi.org/10.1145/3437880.3460413 SP - 113 EP - 124 PB - ACM CY - New York ER - TY - CHAP A1 - Wendzel, Steffen A1 - Caviglione, Luca A1 - Mazurczyk, Wojciech A1 - Mileva, Aleksandra A1 - Dittmann, Jana A1 - Krätzer, Christian A1 - Lamshöft, Kevin A1 - Vielhauer, Claus A1 - Hartmann, Laura A1 - Keller, Jörg A1 - Neubert, Tom T1 - A Revised Taxonomy of Steganography Embedding Patterns T2 - Konferenz: ARES 2021: The 16th International Conference on Availability, Reliability and Security, Vienna Austria, 2021/ Konferenzband: Proc. of the 16th International Conference on Availability, Reliability and Security (ARES'21), August 17--20, 2021, Vienna, Austria N2 - Steganography embraces several hiding techniques which spawn across multiple domains. However, the related terminology is not unified among the different domains, such as digital media steganography, text steganography, cyber-physical systems steganography, network steganography (network covert channels), local covert channels, and out-of-band covert channels. To cope with this, a prime attempt has been done in 2015, with the introduction of the so-called hiding patterns, which allow to describe hiding techniques in a more abstract manner. Despite significant enhancements, the main limitation of such a taxonomy is that it only considers the case of network steganography. Therefore, this paper reviews both the terminology and the taxonomy of hiding patterns as to make them more general. Specifically, hiding patterns are split into those that describe the embedding and the representation of hidden data within the cover object. As a first research action, we focus on embedding hiding patterns and we show how they can be applied to multiple domains of steganography instead of being limited to the network scenario. Additionally, we exemplify representation patterns using network steganography. Y1 - 2021 UR - https://dl.acm.org/doi/10.1145/3465481.3470069 SN - 978-1-4503-9051-4 U6 - https://doi.org/10.1145/3465481.3470069 SP - 1 EP - 12 PB - ACM CY - Vienna Austria ER - TY - CHAP A1 - Neubert, Tom A1 - Caballero Morcillo, Antonio José A1 - Vielhauer, Claus T1 - Improving Performance of Machine Learning based Detection of Network Steganography in Industrial Control Systems T2 - ARES 2022: The 17th International Conference on Availability, Reliability and Security Vienna Austria August 23 - 26, 2022 KW - machine learning KW - forensic detection KW - steganography KW - information/data hiding KW - advanced persistent threats Y1 - 2022 U6 - https://doi.org/10.1145/3538969.3544427 SP - 1 EP - 8 PB - Association for Computing Machinery CY - New York, NY ER - TY - CHAP A1 - Neubert, Tom A1 - Vielhauer, Claus A1 - Kraetzer, Christian T1 - Artificial Steganographic Network Data Generation Concept and Evaluation of Detection Approaches to secure Industrial Control Systems against Steganographic Attacks T2 - ARES 2021: The 16th International Conference on Availability, Reliability and Security, August 2021 Y1 - 2021 U6 - https://doi.org/10.1145/3465481.3470073 SP - 1 EP - 9 ER - TY - CHAP A1 - Hildebrandt, Mario A1 - Lamshöft, Kevin A1 - Dittmann, Jana A1 - Neubert, Tom A1 - Vielhauer, Claus T1 - Information Hiding in Industrial Control Systems: An OPC UA based Supply Chain Attack and its Detection T2 - Proceedings of the 2020 ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec’20), June 22–24, 2020, Denver, CO, USA KW - Information Hiding KW - Steganography KW - Process automation KW - Industrial Control Systems KW - OPC UA Y1 - 2020 U6 - https://doi.org/10.1145/3369412 SP - 115 EP - 120 PB - The Association for Computing Machinery CY - New York ER - TY - JOUR A1 - Neubert, Tom A1 - Vielhauer, Claus T1 - Kill Chain Attack Modelling for Hidden Channel Attack Scenarios in Industrial Control Systems JF - IFAC-PapersOnLine Y1 - 2020 UR - https://linkinghub.elsevier.com/retrieve/pii/S2405896320305231 U6 - https://doi.org/10.1016/j.ifacol.2020.12.246 SN - 24058963 SP - 11074 EP - 11080 PB - Elsevier ER -