CAPTAIN: Community-based Advanced Persistent Threat Analysis in IT Networks.
Software refactoring based on the application of the design patterns:
Bad Smell Mining Using Quality Metrics and Refactoring Opportunities:
A New Benchmark for Evaluating Pattern Mining Methods:
- To access the benchmark click here!
- To download a set of source codes generated by Benchmark click here!
Mapping studies materials:
- Supplementary materials for the systematic mapping study on design patterns
- Supplementary materials for the systematic mapping study on intrusion alert analysis
- Supplementary documents for the systematic review on intrusion detection based on the Hidden Markov Model
- Supplementary materials for the systematic mapping study on security patterns
- Supplementary material related to a review study entitled: “Cloud Broker: A Systematic Mapping Study”
Useful presentations:
Questionnaires related to research field:
- Researcher: Ms. Monfared
Title of research: A new approach for the quantitative measurement of software quality from the perspective of the qualitative attributes affected by design patterns
Title of the questionnaire: A questionnaire for evaluating the metrics intended to quantitatively measure a set of qualitative attributes
Click here to fill out the questionnaire.
A few examples of requirements specified by system analyzer as basis for the selection of GoF design patterns :
- Click here to view the file.
Appendix file related to the paper "Machine Learning Based Android Malware Detection and Family Classification using Identify Effective Static Features over Imbalanced Dataset" :
- Click here to view the file.
- The results of the selected features from the first level of the preprocessed dataset .
- The results of the selected features from the second level of the preprocessed dataset .
- KNN performance with different distances .
- The used HyperParameters in classifiers .
- Results of balancing the practice dataset .
- Extracting static features .
- Documents of classifiers selection .
Appendix file related to the paper "Extended Design Pattern Detection based on Feature Extraction" :
- A comparison between Ex_DPDFE and other feature based methods .
- A detailed comparison between Ex_DPDFE and other detection methods .
- The gold standard of Ex_DPDfe .
- The signatures of some GoF design patterns .
- The design patern instances detected by applying Ex_DPDfe to different .
- The design pttern instances detected by Ex-DPDfe and some other detection methods .
- The precision obtained by applying Ex_DPDFE to different versions .
- The source code of Ex-DPDfe .
- The definitions of 23 GoF design patterns .
- G.rasool design pattern variants .
The results of evaluation for detecting GoF design patterns using support vector machine :
- Click here to view the file.
Appendix file related to the paper "Probabilistic detection of GoF design patterns" :
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