2022

Wainakh, Aidmar ; Ventola, Fabrizio ; Müßig, Till ; Keim, Jens ; Garcia Cordero, Carlos ; Zimmer, Ephraim ; Grube, Tim ; Mühlhäuser, Max (2022)
User-Level Label Leakage from Gradients in Federated Learning.
doi: 10.48550/arXiv.2105.09369
Report, Bibliographie

2021

Garcia Cordero, Carlos ; Vasilomanolakis, Emmanouil ; Wainakh, Aidmar ; Mühlhäuser, Max ; Nadjm-Tehrani, Simin (2021)
On Generating Network Traffic Datasets with Synthetic Attacks for Intrusion Detection.
In: ACM Transactions on Privacy and Security, 24 (2)
doi: 10.1145/3424155
Artikel, Bibliographie

2019

Garcia Cordero, Carlos ; Vasilomanolakis, Emmanouil ; Wainakh, Aidmar ; Mühlhäuser, Max ; Nadjm-Tehrani, Simin (2019)
On generating network traffic datasets with synthetic attacks for intrusion detection.
doi: 10.48550/arXiv.1905.00304
Report, Bibliographie

Garcia Cordero, Carlos (2019)
Improving the Capabilities of Distributed Collaborative Intrusion Detection Systems using Machine Learning.
Technische Universität Darmstadt
Dissertation, Erstveröffentlichung

2018

Garcia Cordero, Carlos ; Traverso, Giulia ; Nojoumian, Mehrdad ; Habib, Sheikh Mahbub ; Mühlhäuser, Max ; Buchmann, Johannes ; Vasilomanolakis, Emmanouil (2018)
Sphinx: a Colluder-Resistant Trust Mechanism for Collaborative Intrusion Detection.
In: IEEE Access, 6
doi: 10.1109/ACCESS.2018.2880297
Artikel, Bibliographie

2017

Garcia Cordero, Carlos ; Vasilomanolakis, Emmanouil ; Mühlhäuser, Max (2017)
ID2T - The Intrusion Detection Dataset Generation Toolkit.
Black Hat Europe 2017. London, United Kingdom (04.-07.12.2017)
Konferenzveröffentlichung, Bibliographie

Egert, Rolf ; Garcia Cordero, Carlos ; Tundis, Andrea ; Mühlhäuser, Max (2017)
HOLEG: a Simulator for Evaluating Resilient Energy Networks based on the Holon Analogy.
21st IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications (DS-RT 2017). Rome, Italy (October 18 - 20, 2017)
doi: 10.1109/DISTRA.2017.8167665
Konferenzveröffentlichung, Bibliographie

Traverso, Giulia ; Garcia Cordero, Carlos ; Nojoumian, Mehrdad ; Azarderakhsh, Reza ; Demirel, Denise ; Habib, Sheikh Mahbub ; Buchmann, Johannes (2017)
Evidence-Based Trust Mechanism Using Clustering Algorithms for Distributed Storage Systems.
15th Annual Conference on Privacy, Security and Trust (PST). Calgary, Canada (28.-30.8. 2017)
doi: 10.1109/pst.2017.00040
Konferenzveröffentlichung, Bibliographie

Tundis, Andrea ; Garcia Cordero, Carlos ; Egert, Rolf ; Garro, Alfredo ; Mühlhäuser, Max (2017)
Increasing the Resilience of Cyber Physical Systems in Smart Grid Environments using Dynamic Cells.
19th International Conference on Cyber-Physical Systems (ICCPS). Zurich, Switzerland (13th-14th January, 2017)
doi: 10.5281/zenodo.1130542
Konferenzveröffentlichung, Bibliographie

2016

Garcia Cordero, Carlos ; Hauke, Sascha ; Mühlhäuser, Max ; Fischer, Mathias (2016)
Analyzing Flow-based Anomaly Intrusion Detection using Replicator Neural Networks.
doi: 10.1109/PST.2016.7906980
Konferenzveröffentlichung, Bibliographie

Vasilomanolakis, Emmanouil ; Stahn, Michael ; Garcia Cordero, Carlos ; Mühlhäuser, Max (2016)
On Probe-Response Attacks in Collaborative Intrusion Detection Systems.
Philadelphia, USA
doi: 10.1109/CNS.2016.7860495
Konferenzveröffentlichung, Bibliographie

Vasilomanolakis, Emmanouil ; Srinivasa, Shreyas ; Garcia Cordero, Carlos ; Mühlhäuser, Max (2016)
Multi-stage Attack Detection and Signature Generation with ICS Honeypots.
doi: 10.1109/NOMS.2016.7502992
Konferenzveröffentlichung, Bibliographie

Vasilomanolakis, Emmanouil ; Garcia Cordero, Carlos ; Milanov, Nikolay ; Mühlhäuser, Max (2016)
Towards the creation of synthetic, yet realistic, intrusion detection datasets <b>(best paper award)</b>.
Istanbul, Turkey
doi: 10.1109/NOMS.2016.7502989
Konferenzveröffentlichung, Bibliographie

2015

Vasilomanolakis, Emmanouil ; Kruegl, Matthias ; Garcia Cordero, Carlos ; Fischer, Mathias ; Mühlhäuser, Max (2015)
SkipMon: a Locality-Aware Collaborative Intrusion Detection System.
Nanjing, China
doi: 10.1109/PCCC.2015.7410282
Konferenzveröffentlichung, Bibliographie

Garcia Cordero, Carlos ; Vasilomanolakis, Emmanouil ; Milanov, Nikolay ; Koch, Christian ; Hausheer, David ; Mühlhäuser, Max (2015)
ID2T: A DIY Dataset Creation Toolkit for Intrusion Detection Systems.
IEEE Conference on Communications and Network Security (CNS 2015). Florence, Italy (28.-30. Sept.)
doi: 10.1109/CNS.2015.7346912
Konferenzveröffentlichung, Bibliographie

Vasilomanolakis, Emmanouil ; Stahn, Michael ; Garcia Cordero, Carlos ; Mühlhäuser, Max (2015)
Probe-response attacks on collaborative intrusion detection systems: effectiveness and countermeasures.
IEEE Conference on Communications and Network Security (CNS). Florence, Italy (28.-30. Sept. 2015)
doi: 10.1109/CNS.2015.7346892
Konferenzveröffentlichung, Bibliographie

Garcia Cordero, Carlos ; Vasilomanolakis, Emmanouil ; Fischer, Mathias ; Mühlhäuser, Max (2015)
Community-based Collaborative Intrusion Detection.
doi: 10.1007/978-3-319-28865-9_44
Konferenzveröffentlichung, Bibliographie

Gazis, Vangelis ; Garcia Cordero, Carlos ; Vasilomanolakis, Emmanouil ; Kikiras, Panayotis ; Wiesmaier, Alex (2015)
Security Perspectives for Collaborative Data Acquisition in the Internet of Things.
1st International Internet of Things Summit (IoT360). Rome, Italy (28th–29th Oct. 2014)
doi: 10.1007/978-3-319-19743-2_38
Konferenzveröffentlichung, Bibliographie