Citing

To cite DeepLog please use the following publications:

van Ede, T., Aghakhani, H., Spahn, N., Bortolameotti, R., Cova, M., Continella, A., van Steen, M., Peter, A., Kruegel, C. & Vigna, G. (2022, May). DeepCASE: Semi-Supervised Contextual Analysis of Security Events. In 2022 Proceedings of the IEEE Symposium on Security and Privacy (S&P). IEEE. [PDF DeepCASE]

Du, M., Li, F., Zheng, G., & Srikumar, V. (2017). Deeplog: Anomaly detection and diagnosis from system logs through deep learning. In Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security (CCS) (pp. 1285-1298). [PDF DeepLog]

Bibtex

DeepCASE

@inproceedings{vanede2020deepcase,
  title={{DeepCASE: Semi-Supervised Contextual Analysis of Security Events}},
  author={van Ede, Thijs and Aghakhani, Hojjat and Spahn, Noah and Bortolameotti, Riccardo and Cova, Marco and Continella, Andrea and van Steen, Maarten and Peter, Andreas and Kruegel, Christopher and Vigna, Giovanni},
  booktitle={Proceedings of the IEEE Symposium on Security and Privacy (S&P)},
  year={2022},
  organization={IEEE}
}

DeepLog

@inproceedings{du2017deeplog,
  title={Deeplog: Anomaly detection and diagnosis from system logs through deep learning},
  author={Du, Min and Li, Feifei and Zheng, Guineng and Srikumar, Vivek},
  booktitle={Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security},
  pages={1285--1298},
  year={2017}
}