activity
20182026
most citedEvaluation of Machine Learning-based Anomaly Detection Algorithms on an Industrial Modbus/TCP Data Set

90 citations · 314 across the 19 of their papers we have counts for

collaborators

19 papers

cs.CR2026

5G Puppeteer: Chaining Hidden Command and Control Channels in 5G Core Networks

Julian Sturm, Daniel Fraunholz, Oliver Zeidler +2

Mobile networks are essential for modern societies. The most recent generation of mobile networks will be even more ubiquitous than previous ones. Therefore, the security of these…

cs.CR2023

P3LI5: Practical and Confidential Lawful Interception on the 5G Core

Francesco Intoci, Julian Sturm, Daniel Fraunholz +2

Lawful Interception (LI) is a legal obligation of Communication Service Providers (CSPs) to provide interception capabilities to Law Enforcement Agencies (LEAs) in order to gain in…

cs.CR2023★ 15 cited

Evaluating Deception and Moving Target Defense with Network Attack Simulation

Daniel Reti, Karina Elzer, Daniel Fraunholz +2

In the field of network security, with the ongoing arms race between attackers, seeking new vulnerabilities to bypass defense mechanisms and defenders reinforcing their prevention,…

cs.CR2021★ 33 cited

The Global State of Security in Industrial Control Systems: An Empirical Analysis of Vulnerabilities around the World

Simon Daniel Duque Anton, Daniel Fraunholz, Daniel Krohmer +3

Operational Technology (OT)-networks and -devices, i.e. all components used in industrial environments, were not designed with security in mind. Efficiency and ease of use were the…

cs.CR2021

An Adaptive Honeypot Configuration, Deployment and Maintenance Strategy

Daniel Fraunholz, Marc Zimmermann, Hans D. Schotten

Since honeypots first appeared as an advanced network security concept they suffer from poor deployment and maintenance strategies. State-of-the-Art deployment is a manual process…

cs.CR2021★ 2 cited

Deep Down the Rabbit Hole: On References in Networks of Decoy Elements

Daniel Reti, Daniel Fraunholz, Janis Zemitis +2

Deception technology has proven to be a sound approach against threats to information systems. Aside from well-established honeypots, decoy elements, also known as honeytokens, are…

cs.CR2021

A Qualitative Empirical Analysis of Human Post-Exploitation Behavior

Daniel Schneider, Daniel Fraunholz, Daniel Krohmer

Honeypots are a well-studied defensive measure in network security. This work proposes an effective low-cost honeypot that is easy to deploy and maintain. The honeypot introduced i…

cs.CR2020

Investigating the Ecosystem of Offensive Information Security Tools

Simon D Duque Anton, Daniel Fraunholz, Daniel Schneider

The internet landscape is growing and at the same time becoming more heterogeneous. Services are performed via computers and networks, critical data is stored digitally. This enabl…

cs.SE2020★ 2 cited

Creating it from SCRATCh: A Practical Approach for Enhancing the Security of IoT-Systems in a DevOps-enabled Software Development Environment

Simon D Duque Anton, Daniel Fraunholz, Daniel Krohmer +9

DevOps describes a method to reorganize the way different disciplines in software engineering work together to speed up software delivery. However, the introduction of DevOps-metho…

cs.CR2019★ 6 cited

Using Temporal and Topological Features for Intrusion Detection in Operational Networks

Simon D. Duque Anton, Daniel Fraunholz, Hans Dieter Schotten

Until two decades ago, industrial networks were deemed secure due to physical separation from public networks. An abundance of successful attacks proved that assumption wrong. Intr…

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…

cs.CR2019★ 14 cited

Implementing SCADA Scenarios and Introducing Attacks to Obtain Training Data for Intrusion Detection Methods

Simon Duque Antón, Michael Gundall, Daniel Fraunholz +1

There are hardly any data sets publicly available that can be used to evaluate intrusion detection algorithms. The biggest threat for industrial applications arises from state-spon…

cs.CR2019★ 90 cited

Evaluation of Machine Learning-based Anomaly Detection Algorithms on an Industrial Modbus/TCP Data Set

Simon Duque Anton, Suneetha Kanoor, Daniel Fraunholz +1

In the context of the Industrial Internet of Things, communication technology, originally used in home and office environments, is introduced into industrial applications. Commerci…

cs.NI2019★ 3 cited

The Dos and Don'ts of Industrial Network Simulation: A Field Report

Simon Duque Anton, Daniel Fraunholz, Dennis Krummacker +3

Advances in industrial control lead to increasing incorporation of intercommunication technologies and embedded devices into the production environment. In addition to that, the ri…

cs.CR2019★ 9 cited

A Question of Context: Enhancing Intrusion Detection by Providing Context Information

Simon Duque Anton, Daniel Fraunholz, Stephan Teuber +1

Due to the fourth industrial revolution, and the resulting increase in interconnectivity, industrial networks are more and more opened to publicly available networks. Apart from th…

cs.CR2019★ 56 cited

Two Decades of SCADA Exploitation: A Brief History

Simon Duque Anton, Daniel Fraunholz, Christoph Lipps +3

Since the early 1960, industrial process control has been applied by electric systems. In the mid 1970's, the term SCADA emerged, describing the automated control and data acquisit…

cs.LG2018★ 37 cited

Time is of the Essence: Machine Learning-based Intrusion Detection in Industrial Time Series Data

Simon Duque Anton, Lia Ahrens, Daniel Fraunholz +1

The Industrial Internet of Things drastically increases connectivity of devices in industrial applications. In addition to the benefits in efficiency, scalability and ease of use,…

cs.CR2018★ 37 cited

Demystifying Deception Technology:A Survey

Daniel Fraunholz, Simon Duque Anton, Christoph Lipps +5

Deception boosts security for systems and components by denial, deceit, misinformation, camouflage and obfuscation. In this work an extensive overview of the deception technology e…