| 2026 | COMPSAC | The Trust Gap in Agentic Search: How Verbal-Imagery Cognitive Styles Shape Behavioural Signals and AI Acceptance. | Huimin Tang, Yuhan Zhang, Alejandro Guerra-Manzanares, Boon Giin Lee, Dave Towey, Max L. Wilson, Matthew Pike |
| 2026 | COMPSAC | An Empirical Study of Turbidity Forecasting on Open Aquaponics Sensor Data. | Yipeng Xu, Lijie Zhou, Alejandro Guerra-Manzanares, Kwadwo Dompreh, Siegfried K. Yeboah, Matthew Pike |
| 2026 | ICISSP | Enhancing Continual Learning for Software Vulnerability Prediction: Addressing Catastrophic Forgetting via Hybrid‑Confidence‑Aware Selective Replay for Temporal LLM Fine-Tuning. | Xuhui Dou, Hayretdin Bahsi, Alejandro Guerra-Manzanares |
| 2026 | ICISSP | Exploring Robust Intrusion Detection: A Benchmark Study of Feature Transferability in IoT Botnet Attack Detection. | Alejandro Guerra-Manzanares, Jialin Huang |
| 2026 | ICISSP | MI²DAS: A Multi-Layer Intrusion Detection Framework with Incremental Learning for Securing Industrial IoT Networks. | Wei Lian, Alejandro Guerra-Manzanares |
| 2026 | VR | Differential Effects of Virtual and Augmented Reality on Social Presence and Engagement in Collaborative Gaming for Unfamiliar Users. | Lijie Zheng, Guoyueyang Cheng, Shaoteng Ke, Jiachen Yuan, Yuchen Fan, Boon Giin Lee, Matthew Pike, Alejandro Guerra-Manzanares |
| 2025 | IJCNN | BlendFL: Blended Federated Learning for Handling Multimodal Data Heterogeneity. | Alejandro Guerra-Manzanares, Omar El-Herraoui, Michail Maniatakos, Farah E. Shamout |
| 2025 | IJCNN | MILES: Modality-Informed Learning Rate Scheduler for Balancing Multimodal Learning. | Alejandro Guerra-Manzanares, Farah E. Shamout |
| 2020 | ICISSP | MedBIoT: Generation of an IoT Botnet Dataset in a Medium-sized IoT Network. | Alejandro Guerra-Manzanares, Jorge Medina-Galindo, Hayretdin Bahsi, Sven Nmm |
| 2020 | ICISSP | Using MedBIoT Dataset to Build Effective Machine Learning-Based IoT Botnet Detection Systems. | Alejandro Guerra-Manzanares, Jorge Medina-Galindo, Hayretdin Bahsi, Sven Nmm |
| 2019 | CW | Hybrid Feature Selection Models for Machine Learning Based Botnet Detection in IoT Networks. | Alejandro Guerra-Manzanares, Hayretdin Bahsi, Sven Nmm |
| 2019 | ICISSP | In-depth Feature Selection and Ranking for Automated Detection of Mobile Malware. | Alejandro Guerra-Manzanares, Sven Nmm, Hayretdin Bahsi |
| 2019 | ICMLA | Towards the Integration of a Post-Hoc Interpretation Step into the Machine Learning Workflow for IoT Botnet Detection. | Sven Nomm, Alejandro Guerra-Manzanares, Hayretdin Bahsi |