activity
20182022
most citedEvaluation of Machine Learning-based Anomaly Detection Algorithms on an Industrial Modbus/TCP Data Set

90 citations · 318 across the 20 of their papers we have counts for

collaborators
Showing 2019Show all

13 papers · 1 filter

cs.CR2019★ 3 cited

Security in Process: Visually Supported Triage Analysis in Industrial Process Data

Anna-Pia Lohfink, Simon D. Duque Anton, Hans Dieter Schotten +2

Operation technology networks, i.e. hard- and software used for monitoring and controlling physical/industrial processes, have been considered immune to cyber attacks for a long ti…

cs.CR2019★ 2 cited

Discussing the Feasibility of Acoustic Sensors for Side Channel-aided Industrial Intrusion Detection: An Essay

Simon D. Duque Anton, Anna Pia Lohfink, Hans Dieter Schotten

The fourth industrial revolution leads to an increased use of embedded computation and intercommunication in an industrial environment. While reducing cost and effort for set up, o…

cs.CR2019★ 9 cited

Security in Process: Detecting Attacks in Industrial Process Data

Simon D. Duque Anton, Anna Pia Lohfink, Christoph Garth +1

Due to the fourth industrial revolution, industrial applications make use of the progress in communication and embedded devices. This allows industrial users to increase efficiency…

cs.CR2019★ 1 cited

Anomaly-based Intrusion Detection in Industrial Data with SVM and Random Forests

Simon D. Duque Anton, Sapna Sinha, Hans Dieter Schotten

Attacks on industrial enterprises are increasing in number as well as in effect. Since the introduction of industrial control systems in the 1970's, industrial networks have been t…

cs.CR2019★ 2 cited

Putting Things in Context: Securing Industrial Authentication with Context Information

Simon Duque Anton, Daniel Fraunholz, Christoph Lipps +2

The development in the area of wireless communication, mobile and embedded computing leads to significant changes in the application of devices. Over the last years, embedded devic…

cs.CY2019★ 8 cited

Highly Scalable and Flexible Model for Effective Aggregation of Context-based Data in Generic IIoT Scenarios

Simon Duque Anton, Daniel Fraunholz, Janis Zemitis +2

Interconnectivity of production machines is a key feature of the Industrial Internet of Things (IIoT). This feature allows for many advantages in producing. Configuration and maint…