Personal profile
Research Interests
Applied Artificial Intelligence; Artificial immune systems; Artificial intelligence; Artificial Intelligence - Software Systems; Intelligent software agents; Agent technology ; Agent architectures; Agent applications.
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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SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Bio-inspired Hyperparameter Optimization for Deep Learning Malware Detection: An Empirical Study Across AIS and Evolutionary Algorithms
Mokone, K. D., Sithungu, S. P. & Ehlers, E. M., 2 Feb 2026, CIIS 2025 - 2025 the 8th International Conference on Computational Intelligence and Intelligent Systems. Association for Computing Machinery, Inc, p. 145-154 10 p. (CIIS 2025 - 2025 the 8th International Conference on Computational Intelligence and Intelligent Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
From Concept to Prototype: Developing and Testing GAAINet for Industrial IoT Intrusion Detection
Sithungu, S. P. & Ehlers, E. M., 2024, Intelligent Information Processing XII - 13th IFIP TC 12 International Conference, IIP 2024, Proceedings. Shi, Z., Torresen, J. & Yang, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 453-468 16 p. (IFIP Advances in Information and Communication Technology; vol. 703 IFIPAICT).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access3 Citations (Scopus) -
Training Artificial Immune Networks as Standalone Generative Models for Realistic Data Synthesis
Sithungu, S. P. & Ehlers, E. M., 2024, Intelligent Information Processing XII - 13th IFIP TC 12 International Conference, IIP 2024, Proceedings. Shi, Z., Torresen, J. & Yang, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 275-288 14 p. (IFIP Advances in Information and Communication Technology; vol. 703 IFIPAICT).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
SupervisedImmuneNet: Training Artificial Immune Networks using a Supervised Learning Approach for Improved Multi-Class Classification
Sithungu, S. P. & Ehlers, E. M., 25 Nov 2023, CIIS 2023 - 2023 The 6th International Conference on Computational Intelligence and Intelligent Systems. Association for Computing Machinery, p. 118-123 6 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
A Gene Expression Programming Inspired Evolution Symbiont Agent for Real-Time Strategy Generation
Sithungu, S. P. & Ehlers, E. M., 4 Nov 2022, CIIS 2022 - 2022 5th International Conference on Computational Intelligence and Intelligent Systems. Association for Computing Machinery, p. 47-53 7 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access4 Citations (Scopus)