Dr.-Ing. Ankush Meshram
- Wissenschaftlicher Mitarbeiter
- Phone: +49 721 6091-592
- ankush meshram ∂does-not-exist.kit edu
Karlsruher Institut für Technologie – KIT
Lehrstuhl für Interaktive Echtzeitsysteme (IES)
Prof. Dr.- Ing. Jürgen Beyerer
c/o Technologiefabrik
Haid-und-Neu-Str. 7
76131 Karlsruhe
Lebenslauf
Ankush Meshram received his master's degree in Computer Science from Saarland University, Saarbrücken, Germany in 2013 and bachelor's degree in Bioinformatics from Dr. D. Y. Patil Vidyapeeth, Pune, India in 2009. In 2013, he joined Intelligent Information Systems research team at German Research Centre for Artificial Intelligence (DFKI), Saarbrücken, Germany as Engineer working on probabilistic and semantic stream reasoning for intelligent condition monitoring. Since February 2016, he has joined Lehrstuhl für Interaktive Echtzeitsysteme (IES) at Karlsruher Institut für Technologie (KIT) as Scientific Staff, where he is working on ‘Self-learning anomaly detection in industrial production' in close collaboration with Informationsmanagement und Leittechnik (ILT) department at Fraunhofer IOSB, Karlsruhe
Publikationen
2023
Towards Self-learning Industrial Process Behaviour from Payload Bytes for Anomaly Detection
Meshram, A.; Karch, M.; Haas, C.; Beyerer, J.
2023. 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA), Sinaia, Romania, 12-15 September 2023, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ETFA54631.2023.10275358
Meshram, A.; Karch, M.; Haas, C.; Beyerer, J.
2023. 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA), Sinaia, Romania, 12-15 September 2023, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ETFA54631.2023.10275358
Protocol-Agnostic Detection of Stealth Attacks on Networked Control Systems
Heseding, H.; Dieing, M.; Meshram, A.; Zitterbart, M.
2023. 2023 IEEE 21st International Conference on Industrial Informatics (INDIN), Lemgo, Germany, 17-20 2023, 1–7, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/INDIN51400.2023.10218314
Heseding, H.; Dieing, M.; Meshram, A.; Zitterbart, M.
2023. 2023 IEEE 21st International Conference on Industrial Informatics (INDIN), Lemgo, Germany, 17-20 2023, 1–7, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/INDIN51400.2023.10218314
POET: A Self-learning Framework for PROFINET Industrial Operations Behaviour
Meshram, A.; Karch, M.; Haas, C.; Beyerer, J.
2023. doi:10.48550/arXiv.2305.03175
Meshram, A.; Karch, M.; Haas, C.; Beyerer, J.
2023. doi:10.48550/arXiv.2305.03175
POET: A Self-learning Framework for PROFINET Industrial Operations Behaviour
Meshram, A.; Karch, M.; Haas, C.; Beyerer, J.
2023. Tools for Design, Implementation and Verification of Emerging Information Technologies – 17th EAI International Conference, TridentCom 2022, Melbourne, Australia, November 23-25, 2022, Proceedings. Ed.: S. Yu, 3 – 19, Springer Nature Switzerland. doi:10.1007/978-3-031-33458-0_1
Meshram, A.; Karch, M.; Haas, C.; Beyerer, J.
2023. Tools for Design, Implementation and Verification of Emerging Information Technologies – 17th EAI International Conference, TridentCom 2022, Melbourne, Australia, November 23-25, 2022, Proceedings. Ed.: S. Yu, 3 – 19, Springer Nature Switzerland. doi:10.1007/978-3-031-33458-0_1
2022
Self-learning Anomaly Detection in Industrial Production. PhD dissertation
Meshram, A.
2022, November 15. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000152361
Meshram, A.
2022, November 15. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000152361
CrossTest: a cross-domain physical testbed environment for cybersecurity performance evaluations
Karch, M.; Rösch, D.; André, K.; Meshram, A.; Haas, C.; Nicolai, S.
2022. 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ETFA52439.2022.9921672
Karch, M.; Rösch, D.; André, K.; Meshram, A.; Haas, C.; Nicolai, S.
2022. 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ETFA52439.2022.9921672
Towards a Better Understanding of Machine Learning based Network Intrusion Detection Systems in Industrial Networks
Borcherding, A.; Feldmann, L.; Karch, M.; Meshram, A.; Beyerer, J.
2022. Proceedings of the 8th International Conference on Information Systems Security and Privacy - ICISSP, 314–325, SciTePress. doi:10.5220/0010795900003120
Borcherding, A.; Feldmann, L.; Karch, M.; Meshram, A.; Beyerer, J.
2022. Proceedings of the 8th International Conference on Information Systems Security and Privacy - ICISSP, 314–325, SciTePress. doi:10.5220/0010795900003120
2020
Context-Aware Software-Defined Networking for Automated Incident Response in Industrial Networks
Patzer, F.; Lüdtke, P.; Meshram, A.; Beyerer, J.
2020. 5th International Conference on Information Systems Security and Privacy, ICISSP 2019; Prague; Czech Republic; 23 February 2019 through 25 February 2019, 137–161, Springer-Verlag. doi:10.1007/978-3-030-49443-8_7
Patzer, F.; Lüdtke, P.; Meshram, A.; Beyerer, J.
2020. 5th International Conference on Information Systems Security and Privacy, ICISSP 2019; Prague; Czech Republic; 23 February 2019 through 25 February 2019, 137–161, Springer-Verlag. doi:10.1007/978-3-030-49443-8_7
2019
Industrial Network Topology Analysis with Episode Mining
Meshram, A.
2019. Proceedings of the 2018 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, M. Taphanel, 47–53, KIT Scientific Publishing
Meshram, A.
2019. Proceedings of the 2018 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, M. Taphanel, 47–53, KIT Scientific Publishing
Automated incident response for industrial control systems leveraging software-defined networking
Patzer, F.; Meshram, A.; Heß, M.
2019. 5th International Conference on Information Systems Security and Privacy, ICISSP 2019; Prague; Czech Republic; 23 February 2019 through 25 February 2019, 319–327, SciTePress
Patzer, F.; Meshram, A.; Heß, M.
2019. 5th International Conference on Information Systems Security and Privacy, ICISSP 2019; Prague; Czech Republic; 23 February 2019 through 25 February 2019, 319–327, SciTePress
Towards computer-aided security life cycle management for critical industrial control systems
Patzer, F.; Meshram, A.; Birnstill, P.; Haas, C.; Beyerer, J.
2019. 13th International Conference on Critical Information Infrastructures Security, CRITIS 2018; Kaunas; Lithuania; 24 September 2018 through 26 September 2018. Ed.: E. Luiijf, 45–56, Springer. doi:10.1007/978-3-030-05849-4_4
Patzer, F.; Meshram, A.; Birnstill, P.; Haas, C.; Beyerer, J.
2019. 13th International Conference on Critical Information Infrastructures Security, CRITIS 2018; Kaunas; Lithuania; 24 September 2018 through 26 September 2018. Ed.: E. Luiijf, 45–56, Springer. doi:10.1007/978-3-030-05849-4_4
2018
Deterministic Industrial Network Communication: Fundamentals
Meshram, A.
2018. Proceedings of the 2017 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, 45–61, KIT Scientific Publishing. doi:10.5445/IR/1000085980
Meshram, A.
2018. Proceedings of the 2017 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, 45–61, KIT Scientific Publishing. doi:10.5445/IR/1000085980
2017
Anomaly Detection in Industrial Networks : An Introduction : Technical Report IES-2016-05
Meshram, A.
2017. Proceedings of the 2016 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision an Fusion Laboratory. Ed.: J. Beyerer, 59–70, KIT Scientific Publishing
Meshram, A.
2017. Proceedings of the 2016 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision an Fusion Laboratory. Ed.: J. Beyerer, 59–70, KIT Scientific Publishing
Anomaly Detection in Industrial Networks using Machine Learning : A Roadmap
Meshram, A.; Haas, C.
2017. Machine Learning for Cyber Physical Systems: Selected papers from the International Conference ML4CPS 2016. Ed.: J. Beyerer, 65–72, Springer-Verlag. doi:10.1007/978-3-662-53806-7_8
Meshram, A.; Haas, C.
2017. Machine Learning for Cyber Physical Systems: Selected papers from the International Conference ML4CPS 2016. Ed.: J. Beyerer, 65–72, Springer-Verlag. doi:10.1007/978-3-662-53806-7_8