Hayretdin Bahşi

1.2k citations

54 papers · 688 indexed · h-index 13

Signal Processing top 2%
- Advanced Malware Detection Techniques 20
Computer Networks and Communications top 2%
- Network Security and Intrusion Detection 33
Software top 10%
Artificial Intelligence top 5%
- Anomaly Detection Techniques and Applications 10
- Privacy-Preserving Technologies in Data 7
- Internet Traffic Analysis and Secure E-voting 6
- Data Stream Mining Techniques 6
Information Systems top 5%
- Information and Cyber Security 11
Control and Systems Engineering
- Smart Grid Security and Resilience 10

Co-authors: Sven Nõmm Alejandro Guerra-Manzanares Tarmo Korõtko Albert Lévi Ulrik Franke Kieran McLaughlin Risto Vaarandi Adrian Gheorghe
Cited by: Signal Processing Computer Networks and Communications Software
Journals: Expert Systems with Applications (1 paper)IEEE Access (5 papers)Sensors (1 paper)
Partner nations: Estonia United States Türkiye

In The Last Decade

Hayretdin Bahşi

49 papers receiving 665 citations

Peers

Countries citing papers authored by Hayretdin Bahşi

Since Specialization

Citations

This map shows the geographic impact of Hayretdin Bahşi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Hayretdin Bahşi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Hayretdin Bahşi more than expected).

Fields of papers citing papers by Hayretdin Bahşi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Hayretdin Bahşi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Hayretdin Bahşi. The network helps show where Hayretdin Bahşi may publish in the future.

Co-authorship network

The 16 scholars most cited alongside Hayretdin Bahşi, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Hayretdin Bahşi Line = papers co-authored together Hayretdin Bahşi links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Systematic Cyber Threat Modeling for Maritime Operations: Attack Trees for Shipboard Systems Journal of Marine Science and Engineering ·Omer F. Keskin,Karl Lubja,Hayretdin Bahşi,Unal Tatar	2025	1
2	Cyber Threat Modeling of an LLM-Based Healthcare System Neha Nagaraja,Hayretdin Bahşi	2025	0
3	Comprehensive Feature Selection for Machine Learning-Based Intrusion Detection in Healthcare IoMT Networks SPIRE - Sciences Po Institutional REpository ·Muaan Ur Rehman,Rajesh Kalakoti,Hayretdin Bahşi	2025	1
4	Using large language models for template detection from security event logs International Journal of Information Security ·Risto Vaarandi,Hayretdin Bahşi	2025	2
5	Federated Learning of Explainable AI(FedXAI) for deep learning-based intrusion detection in IoT networks Computer Networks ·Rajesh Kalakoti,Sven Nõmm,Hayretdin Bahşi	2025	2
6	A Systematic Literature Review of Cyber Security Monitoring in Maritime IEEE Access ·Risto Vaarandi,Leonidas Tsiopoulos,Gábor Visky,Muaan Ur Rehman,Hayretdin Bahşi	2025	0
7	Harnessing Large Language Models for Software Vulnerability Detection: A Comprehensive Benchmarking Study IEEE Access ·Karl Tamberg,Hayretdin Bahşi	2025	2
8	Experts still needed: boosting long-term android malware detection with active learning Journal of Computer Virology and Hacking Techniques ·Alejandro Guerra-Manzanares,Hayretdin Bahşi	2024	5
9	Mapping Cyber Attacks on the Internet of Medical Things: A Taxonomic Review Venkatesh Kondeti,Hayretdin Bahşi	2024	2
10	Explainable Transformer-based Intrusion Detection in Internet of Medical Things (IoMT) Networks Rajesh Kalakoti,Sven Nõmm,Hayretdin Bahşi	2024	2
11	Hybrid Cybersecurity Research and Education Environment for Maritime Sector Gábor Visky,Aleksei Šiganov,Muaan Ur Rehman,Risto Vaarandi,Hayretdin Bahşi,Leonidas Tsiopoulos	2024	1
12	Enhancing Privacy Risk Modeling in Practice: A Case Study of an e-Justice System IEEE Access ·Valerii Gakh,Hayretdin Bahşi,Thomas Hoffmann,Artem Boyarchuk,Oleksii Khramov	2024	0
13	Process-aware security monitoring in industrial control systems: A systematic review and future directions International Journal of Critical Infrastructure Protection ·Muaan Ur Rehman,Hayretdin Bahşi	2024	1
14	A comparative framework for cyber threat modelling: case of healthcare and industrial control systems International Journal of Critical Infrastructures ·Taofeek Mobolarinwa Balogun,Hayretdin Bahşi,Omer F. Keskin,Unal Tatar	2023	2
15	Improving Transparency and Explainability of Deep Learning Based IoT Botnet Detection Using Explainable Artificial Intelligence (XAI) Rajesh Kalakoti,Sven Nõmm,Hayretdin Bahşi	2023	5
16	On the Application of Active Learning for Efficient and Effective Iot Botnet Detection SSRN Electronic Journal ·Alejandro Guerra Manzanares,Hayretdin Bahşi	2022	1
17	A machine learning-based forensic tool for image classification - A design science approach Forensic Science International Digital Investigation ·Joanna Rose Del Mar-Raave,Hayretdin Bahşi,Leo Mršić,K. Hausknecht	2021	8
18	MedBIoT: Generation of an IoT Botnet Dataset in a Medium-sized IoT Network Alejandro Guerra-Manzanares,Jorge Medina-Galindo,Hayretdin Bahşi,Sven Nõmm	2020	89
19	Hybrid Feature Selection Models for Machine Learning Based Botnet Detection in IoT Networks Alejandro Guerra-Manzanares,Hayretdin Bahşi,Sven Nõmm	2019	31
20	Classification of confidential documents by using adaptive neurofuzzy inference systems Procedia Computer Science ·Erdem Alparslan,Adem Karahoca,Hayretdin Bahşi	2011	7

About Hayretdin Bahşi

Hayretdin Bahşi is a scholar working on Signal Processing, Software and Computer Networks and Communications, having authored 54 papers that have together received 688 indexed citations. Recurring topics across this work include Network Security and Intrusion Detection (33 papers), Advanced Malware Detection Techniques (20 papers), Information and Cyber Security (11 papers), Smart Grid Security and Resilience (10 papers), Anomaly Detection Techniques and Applications (10 papers), Privacy-Preserving Technologies in Data (7 papers), Internet Traffic Analysis and Secure E-voting (6 papers) and Data Stream Mining Techniques (6 papers). The work is most often cited by research in Signal Processing (378 citations), Computer Networks and Communications (528 citations) and Software (47 citations). Hayretdin Bahşi has collaborated with scholars based in Estonia, United States and Türkiye. Frequent co-authors include Sven Nõmm, Alejandro Guerra-Manzanares, Tarmo Korõtko, Albert Lévi, Ulrik Franke, Kieran McLaughlin, Risto Vaarandi, Adrian Gheorghe, Adem Karahoca and Leo Mršić. Their work appears in journals such as Expert Systems with Applications, IEEE Access and Sensors.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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