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Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Projects
- 1 Finished
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Comparison of Interaction Profiling Bipartite Graph Mining and Graph Neural Network for Malware-Control Domain Detection
Jeng, T. H., Chen, C. C., Tsai, Y. L. & Chen, Y. M., 22 May 2024, Proceedings of the 2024 International Conference on Information Technology, Data Science, and Optimization, I-DO 2024. Association for Computing Machinery, p. 12-19 8 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Using Explainability Techniques to Assist Android Malware Detection Models in Resisting Adversarial Attacks
Chen, Y. M., Yan, Y. C. & Yang, Q. M., 2024, In: Proceedings of the International Conference on Soft Computing and Machine Intelligence, ISCMI. 2024, p. 277-281 5 p.Research output: Contribution to journal › Conference article › peer-review
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Android Malware Classifier Combining Permissions and API Features to Face Model Drifting
Chang, W. T., Chen, Y. M. & Yang, H. H., 2022, New Trends in Computer Technologies and Applications - 25th International Computer Symposium, ICS 2022, Proceedings. Hsieh, S.-Y., Hung, L.-J., Peng, S.-L., Klasing, R. & Lee, C.-W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 434-446 13 p. (Communications in Computer and Information Science; vol. 1723 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Novel Deep Learning Based Attention Mechanism for Android Malware Detection and Explanation
Jeng, T. H., Chang, Y. C., Yang, H. H., Chen, L. K. & Chen, Y. M., 29 Jul 2022, Proceedings of the 10th International Conference on Computer and Communications Management, ICCCM 2022. Association for Computing Machinery, p. 226-232 7 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Detecting Android Malware by Combining System Call Sequence Relationships with Local Feature Calculation
Hung, C. H., Chen, Y. M. & Wu, C. C., 2022, New Trends in Computer Technologies and Applications - 25th International Computer Symposium, ICS 2022, Proceedings. Hsieh, S.-Y., Hung, L.-J., Peng, S.-L., Klasing, R. & Lee, C.-W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 362-373 12 p. (Communications in Computer and Information Science; vol. 1723 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations