Identifying security-related requirements in regulatory documents based on cross-project classification

Author:

Mohamad Mazen1,Steghöfer Jan-Philipp2,Åström Alexander3,Scandariato Riccardo4

Affiliation:

1. Chalmers University of Technology, Sweden / University of Gothenburg, Sweden

2. Xitaso, Germany

3. Comentor, Sweden

4. Hamburg University of Technology, Germany

Publisher

ACM

Reference31 articles.

1. What Works Better;Abad Z. S. H.;A Study of Classifying Requirements. In RE',2017

2. Denis Eka Cahyani and Irene Patasik. 2021. Performance comparison of TFIDF and Word2Vec models for emotion text classification. Bulletin of Electrical Engineering and Informatics 10 5 ( 2021 ) 2780-2788. Denis Eka Cahyani and Irene Patasik. 2021. Performance comparison of TFIDF and Word2Vec models for emotion text classification. Bulletin of Electrical Engineering and Informatics 10 5 ( 2021 ) 2780-2788.

3. Agustin Casamayor Daniela Godoy and Marcelo Campo. 2010. Identification of non-functional requirements in textual specifications: A semi-supervised learning approach. IST 52 4 ( 2010 ) 436-445. Agustin Casamayor Daniela Godoy and Marcelo Campo. 2010. Identification of non-functional requirements in textual specifications: A semi-supervised learning approach. IST 52 4 ( 2010 ) 436-445.

4. Nitesh V Chawla Kevin W Bowyer Lawrence O Hall and W Philip Kegelmeyer. 2002. SMOTE: synthetic minority over-sampling technique. Journal of artificial intelligence research 16 ( 2002 ) 321-357. Nitesh V Chawla Kevin W Bowyer Lawrence O Hall and W Philip Kegelmeyer. 2002. SMOTE: synthetic minority over-sampling technique. Journal of artificial intelligence research 16 ( 2002 ) 321-357.

5. Jane Cleland-Huang Rafaella Settimi Xuchang Zou and Peter Solc. 2007. Automated classification of non-functional requirements. Requirements Engineering 12 2 ( 2007 ) 103-120. Jane Cleland-Huang Rafaella Settimi Xuchang Zou and Peter Solc. 2007. Automated classification of non-functional requirements. Requirements Engineering 12 2 ( 2007 ) 103-120.

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1. Managing security evidence in safety-critical organizations;Journal of Systems and Software;2024-08

2. Automated Identification of Security and Privacy Requirements from Software Engineering Contracts;2023 IEEE 31st International Requirements Engineering Conference Workshops (REW);2023-09

3. Naive Bayes Classification Model for Precondition-Postcondition in Software Requirements;2023 International Conference on Data Science and Its Applications (ICoDSA);2023-08-09

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