| 2026 | ICISSP | A Scrutiny of SLMs' Performances for Mobile Malware Detection. | Zhe Deng, Ants Torim, Hayretdin Bahsi, Sadok Ben Yahia |
| 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 | Evaluating the Effectiveness of Multi-Agent Large Language Models for Automated Vulnerable Code Repair. | Martin Kilgi, Hayretdin Bahsi |
| 2026 | ICISSP | Advancing Security Incident Analysis with LLMs: A Study Using a Novel Security Log Dataset. | Artur Nikitchuk, Hayretdin Bahsi |
| 2026 | ICISSP | Incremental Federated Learning for Intrusion Detection in IoT Networks under Evolving Threat Landscape. | Muaan ur Rehman, Hayretdin Bahsi, Rajesh Kalakoti |
| 2025 | ACSAC | Goal-Driven Risk Assessment for LLM-Powered Systems: A Healthcare Case Study. | Neha Nagaraja, Hayretdin Bahsi |
| 2025 | DSN | To Protect the LLM Agent Against the Prompt Injection Attack with Polymorphic Prompt. | Zhilong Wang, Neha Nagaraja, Lan Zhang, Hayretdin Bahsi, Pawan Patil, Peng Liu |
| 2025 | ICISSP | Evaluating Explainable AI for Deep Learning-Based Network Intrusion Detection System Alert Classification. | Rajesh Kalakoti, Risto Vaarandi, Hayretdin Bahsi, Sven Nmm |
| 2025 | ICISSP | Cyber Threat Modeling of an LLM-Based Healthcare System. | Neha Nagaraja, Hayretdin Bahsi |
| 2025 | ICISSP | Comprehensive Feature Selection for Machine Learning-Based Intrusion Detection in Healthcare IoMT Networks. | Muaan ur Rehman, Rajesh Kalakoti, Hayretdin Bahsi |
| 2025 | PST | Exploring the Impact of Feature Selection on Non-Stationary Intrusion Detection Models in IoT Networks. | Muaan ur Rehman, Hayretdin Bahsi, Rajesh Kalakoti |
| 2024 | ICISSP | The Design and Implementation of a Semantic Web Framework for the Event-Centric Digital Forensics Analysis. | Pavel Chikul, Hayretdin Bahsi, Olaf Maennel |
| 2024 | ICMLA | Explainable Transformer-based Intrusion Detection in Internet of Medical Things (IoMT) Networks. | Rajesh Kalakoti, Sven Nmm, Hayretdin Bahsi |
| 2023 | ICISSP | Anomalous File System Activity Detection Through Temporal Association Rule Mining. | Mohammad Reza Heidari Iman, Pavel Chikul, Gert Jervan, Hayretdin Bahsi, Tara Ghasempouri |
| 2023 | ICMLA | Improving Transparency and Explainability of Deep Learning Based IoT Botnet Detection Using Explainable Artificial Intelligence (XAI). | Rajesh Kalakoti, Sven Nmm, Hayretdin Bahsi |
| 2021 | MEDI | An Ontology Engineering Case Study for Advanced Digital Forensic Analysis. | Pavel Chikul, Hayretdin Bahsi, Olaf Maennel |
| 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 | CogSIMA | Mapping the Information Flows for the Architecture of a Nationwide Situation Awareness System : (Poster). | Hayretdin Bahsi, Veiko Dieves, Taivo Kangilaski, Peeter Laud, Leo Motus, Jaan Murumets, Illimar Ploom, Jaan Priisalu, Mari Seeba, Ermo Tks, Kaide Tammel, Piia Tammpuu, Kuldar Taveter, Avo Trumm, Tiia-Triin Truusa, Triin Vihalemm |
| 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 |
| 2018 | ICARCV | Dimensionality Reduction for Machine Learning Based IoT Botnet Detection. | Hayretdin Bahsi, Sven Nomm, Fabio Benedetto La Torre |
| 2018 | ICMLA | Unsupervised Anomaly Based Botnet Detection in IoT Networks. | Sven Nomm, Hayretdin Bahsi |