1. 2017
  2. Reliable Machine Learning for Networking: Key Issues and Approaches

    Hammerschmidt, C. A., Garcia, S., Verwer, S. & State, R., 2017, 2017 IEEE 42nd conference on Local Computer Networks, LCN 2017. IEEE, p. 167-170 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  3. flexfringe: A Passive Automaton Learning Package

    Verwer, S. & Hammerschmidt, C. A., 2017, 2017 IEEE International Conference on Software Maintenance and Evolution, ICSME 2017. O'Conner, L. (ed.). Piscataway: IEEE, p. 638-642 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  4. Anomaly Detection in a Digital Video Broadcasting System Using Timed Automata

    Liu, X., Lin, Q., Verwer, S. & Jarnikov, D., 24 May 2017, ArXiv Preprint.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  5. Learning Pairwise Disjoint Simple Languages from Positive Examples

    Linard, A., Smetsers, R., Vaandrager, FW., Waqas, U., van Pinxten, J. & Verwer, S., 6 Jun 2017, ArXiv Preprint. 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  6. Car-following Behavior Model Learning Using Timed Automata

    Zhang, Y., Lin, Q., Wang, J. & Verwer, S., Jul 2017, IFAC-PapersOnLine. Dochain, D., Henrion, D. & Peaucelle, D. (eds.). Elsevier, p. 2353-2358 6 p. (IFAC-PapersOnLine; vol. 50, no. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  7. Learning behavioral fingerprints from Netflows using Timed Automata

    Pellegrino, N., Lin, Q., Hammerschmidt, C. & Verwer, S., 24 Jul 2017, 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM). Chemouil, P., Monteiro, E., Charalambides, M., Madeira, E., Simoes, P., Secci, S., Gaspary, L. P. & dos Santos, C. R. P. (eds.). IEEE, p. 308-316 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  8. 2018
  9. A data-driven behavior generation algorithm in car-following scenarios

    Zhang, Y., Lin, Q., Wang, J., Verwer, S. & Dolan, J. M., 2018, Dynamics of Vehicles on Roads and Tracks: Proceedings of the 25th International Symposium on Dynamics of Vehicles on Roads and Tracks (IAVSD 2017) . Spiryagin, M., Gordon, T., Cole, C. & McSweeney, T. (eds.). Leiden: CRC Press, Vol. 1. p. 1-2 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  10. Lane-Change Intention Estimation for Car-Following Control in Autonomous Driving

    Zhang, Y., Lin, Q., Wang, J., Verwer, S. & Dolan, J. M., 2018, In : IEEE Transactions on Intelligent Vehicles. 3, 3, p. 276-286 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  11. TABOR: A Graphical Model-based Approach for Anomaly Detection in Industrial Control Systems

    Lin, Q., Adepu, S., Verwer, S. & Mathur, A., 2018, ASIACCS 2018 - Proceedings of the 2018 ACM Asia Conference on Computer and Communications Security. New York: Association for Computing Machinery (ACM), p. 525-536 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  12. Vulnerability Detection on Mobile Applications Using State Machine Inference

    van der Lee, W. & Verwer, S., 2018, Proceedings - 3rd IEEE European Symposium on Security and Privacy Workshops, EUROS&PW 2018. Los Alamitos, CA: IEEE, p. 1-10 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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