Automated Identification of Security-Relevant Configuration Settings Using NLP

Author:

Stöckle Patrick1ORCID,Wasserer Theresa1ORCID,Grobauer Bernd2ORCID,Pretschner Alexander1ORCID

Affiliation:

1. School of Computation, Information and Technology / Chair of Software and Systems Engineering, Technical University of Munich, Germany

2. T CST, Siemens AG, Germany

Publisher

ACM

Reference10 articles.

1. Ranjita Bhagwan , Sonu Mehta , Arjun Radhakrishna , and Sahil Garg . 2021 . Learning Patterns in Configuration. In 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE). 817–828 . https://doi.org/10.1109/ASE51524.2021.9678525 10.1109/ASE51524.2021.9678525 Ranjita Bhagwan, Sonu Mehta, Arjun Radhakrishna, and Sahil Garg. 2021. Learning Patterns in Configuration. In 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE). 817–828. https://doi.org/10.1109/ASE51524.2021.9678525

2. Kay Henning Brodersen , Cheng Soon Ong , Klaas Enno Stephan , and Joachim  M. Buhmann . 2010 . The Balanced Accuracy and Its Posterior Distribution. In 2010 20th International Conference on Pattern Recognition. 3121–3124 . https://doi.org/10.1109/ICPR.2010.764 10.1109/ICPR.2010.764 Kay Henning Brodersen, Cheng Soon Ong, Klaas Enno Stephan, and Joachim M. Buhmann. 2010. The Balanced Accuracy and Its Posterior Distribution. In 2010 20th International Conference on Pattern Recognition. 3121–3124. https://doi.org/10.1109/ICPR.2010.764

3. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , Volume 1 (Long and Short Papers). Association for Computational Linguistics, Minneapolis, Minnesota, 4171–4186. https://doi.org/10. 18653/v1/N 19 - 1423 10.18653/v1 Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). Association for Computational Linguistics, Minneapolis, Minnesota, 4171–4186. https://doi.org/10.18653/v1/N19-1423

4. Investigating System Operators' Perspective on Security Misconfigurations

5. A survey on classification techniques for opinion mining and sentiment analysis

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