Murat Ozer

Murat Ozer, Ph.D., is a Full Professor in the School of Information Technology at the University of Cincinnati. His research focuses on cybersecurity, artificial intelligence, data analytics, and the application of emerging technologies to address complex challenges in public safety, criminal justice, and information systems.

Grant: #R40207 Investigators:Brandewie, Brooke; Fischer, Emily; Gerard, Daniel; Muratovski, Gjoko; Ozer, Murat; Said, Hazem 07-01-2019 -12-31-2020 UC Strategic Foresight — Utilizing Predictive Analytics Software (PAS) for Responsible Production and Consumption of Sustainable Apparel Role:Collaborator $24,648.00 Completed

Grant: #2019-R2-CX-0065 Investigators:Corsaro, Nicholas; Engel, Robin; Ozer, Murat; Wright, John 01-01-2020 -12-31-2021 National Institute of Justice The Impact of Constitutional Carry Legislation on Urban Violence, Arrests, and Police-Citizen Encounters Role:Collaborator $323,263.00 Completed

Investigators:Murat Ozer 08-22-2022 -08-22-2023 ODRC Technology Driven Community Intervention, ODRC, Role:PI 88k Completed Type:Contract

Investigators:Murat Ozer 08-20-2020 -09-19-2021 Ohio Third Frontier Peel9 CJ Informatics Role:PI 350k Type:Grant

Grant: #403-22-3165 Investigators:Ozer, Murat; Elsayed, Nelly; ElSayed, Zaghloul 10-01-2021 -09-30-2024 Bureau of Justice Assistance Enhancing The Implementation of Core Correctional Practices through A Mobile App And A Web Platform Role:PI 1 million Completed Type:Grant

Investigators:McMahon, Russell; Ozer, Murat 02-01-2023 -01-31-2024 American Councils for International Education American Councils Central Asia University (UniCEN) US-Kazakhstan University Partnerships grant Role:Collaborator 24000.00 Completed

Grant: #ARPA 35x0037 Investigators:Ozer, Murat; Wright, John 12-01-2022 -06-30-2024 Department of Treasury FY22 ARPA Violence Reduction - Contract with Cincinnati PD Role:PI 0.00 Completed

Peer Reviewed Publications

Lewis K., Ozer M., Fatima S., Soemantri, D., Sanner-Stiehr, E., Foong, C, Newman, J, Cidon, M, Budakoglu, I, Shannon, C., Sisa, I. (2026). Evaluating Research Reporting Quality in Postgraduate Medical E-Learning: A Scoping Review Using The RQI-ELP Tool and Human–AI Assessment, Online Learning Journal. (accepted) (2026. ) Lewis K., Ozer M., Fatima S., Soemantri, D., Sanner-Stiehr, E., Foong, C, Newman, J, Cidon, M, Budakoglu, I, Shannon, C., Sisa, I. (2026). Evaluating Research Reporting Quality in Postgraduate Medical E-Learning: A Scoping Review Using The RQI-ELP Tool and Human–AI Assessment, Online Learning Journal. (accepted) .

Nti, I. K., Ozer, M., & Li, C. (2026). Synergistic Phishing Intrusion Detection: Integrating Behavioral and Structural Indicators with Hybrid Ensembles and XAI Validation. Future Internet, 18(1), 30. (2026. ) Nti, I. K., Ozer, M., & Li, C. (2026). Synergistic Phishing Intrusion Detection: Integrating Behavioral and Structural Indicators with Hybrid Ensembles and XAI Validation. Future Internet, 18(1), 30.

ElSayed, Z., Ozer, M., Elsayed, N., & Abdelgawad, A. (2026, April). Machine learning based iot adaptive architecture for epilepsy seizure detection: Anatomy and analysis. In 2026 IEEE 5th International Conference on Computing and Machine Intelligence (ICMI) (pp. 1-6). IEEE. (2026. ) ElSayed, Z., Ozer, M., Elsayed, N., & Abdelgawad, A. (2026, April). Machine learning based iot adaptive architecture for epilepsy seizure detection: Anatomy and analysis. In 2026 IEEE 5th International Conference on Computing and Machine Intelligence (ICMI) (pp. 1-6). IEEE.

Elsayed, N., Dzamesi, L., ElSayed, Z., & Ozer, M. (2026, April). Extreme learning machine based system for DDoS attacks detections on IoMT devices. In 2026 IEEE 5th International Conference on Computing and Machine Intelligence (ICMI) (pp. 1-8). IEEE. (2026. ) Elsayed, N., Dzamesi, L., ElSayed, Z., & Ozer, M. (2026, April). Extreme learning machine based system for DDoS attacks detections on IoMT devices. In 2026 IEEE 5th International Conference on Computing and Machine Intelligence (ICMI) (pp. 1-8). IEEE.

Varlioglu, S., Said, H., Ozer, M., & Elsayed, N. (2026, April). Identifying Information Technology Research Trends through Text Mining of NSF Awards. In 2026 IEEE 5th International Conference on Computing and Machine Intelligence (ICMI) (pp. 1-8). IEEE. (2026. ) Varlioglu, S., Said, H., Ozer, M., & Elsayed, N. (2026, April). Identifying Information Technology Research Trends through Text Mining of NSF Awards. In 2026 IEEE 5th International Conference on Computing and Machine Intelligence (ICMI) (pp. 1-8). IEEE.

Zheng, W., Turner, L., Kropczynski, J., Kelleher, M., Ozer, M., & Halse, S. (2026). Persona-Based Requirements Engineering for Explainable Multi-Agent Educational Systems: A Scenario Simulator for Clinical Reasoning Training. arXiv preprint arXiv:2604.17186. (2026. ) Zheng, W., Turner, L., Kropczynski, J., Kelleher, M., Ozer, M., & Halse, S. (2026). Persona-Based Requirements Engineering for Explainable Multi-Agent Educational Systems: A Scenario Simulator for Clinical Reasoning Training. arXiv preprint arXiv:2604.17186.

Muntaka, S. A., Kropczynski, J., Abdo, J. B., & Ozer, M. (2026). Geographic Patterns in I2P Peer Selection: An Empirical Network Topology Analysis. Internet Technology Letters, 9(4), e70313. (2026. ) Muntaka, S. A., Kropczynski, J., Abdo, J. B., & Ozer, M. (2026). Geographic Patterns in I2P Peer Selection: An Empirical Network Topology Analysis. Internet Technology Letters, 9(4), e70313.

Kucukkaya, G., Ozer, M., & Poyraz, O. I. (2025). Building a Data-Driven Cybersecurity Lab: A Practical Framework for AI-Powered Threat Detection. In International Conference on Computational Science and Computational Intelligence (pp. 84-102). Cham: Springer Nature Switzerland. (2025. ) Kucukkaya, G., Ozer, M., & Poyraz, O. I. (2025). Building a Data-Driven Cybersecurity Lab: A Practical Framework for AI-Powered Threat Detection. In International Conference on Computational Science and Computational Intelligence (pp. 84-102). Cham: Springer Nature Switzerland.

Kucukkaya, G., & Ozer, M. (2025). Categorizing Anomalies for Cybersecurity Risk. In International Conference on Computational Science and Computational Intelligence (pp. 104-112). Cham: Springer Nature Switzerland. (2025. ) Kucukkaya, G., & Ozer, M. (2025). Categorizing Anomalies for Cybersecurity Risk. In International Conference on Computational Science and Computational Intelligence (pp. 104-112). Cham: Springer Nature Switzerland.

Ozer, M., Kucukkaya, G., Kose, Y., Mukasheva, A., Ciris, K., & Penumatcha, B. V. (2025). Mapping trafficking networks: A data-driven approach to disrupt human trafficking post Russia-Ukraine conflict. Proceedings of the 2024 International Conference on Computational Science and Computational Intelligence (CSCI). Cham: Springer Nature Switzerland. (in press). (2025. ) Ozer, M., Kucukkaya, G., Kose, Y., Mukasheva, A., Ciris, K., & Penumatcha, B. V. (2025). Mapping trafficking networks: A data-driven approach to disrupt human trafficking post Russia-Ukraine conflict. Proceedings of the 2024 International Conference on Computational Science and Computational Intelligence (CSCI). Cham: Springer Nature Switzerland. (in press).

Kucukkaya, G., Ozer, M., & Ciris, K. (2025). Integrating Graph Theoretical Approaches in Cybersecurity Education CSCI-RTED. Proceedings of the 2024 International Conference on Computational Science and Computational Intelligence (CSCI). Cham: Springer Nature Switzerland. (in press). (2025. ) Kucukkaya, G., Ozer, M., & Ciris, K. (2025). Integrating Graph Theoretical Approaches in Cybersecurity Education CSCI-RTED. Proceedings of the 2024 International Conference on Computational Science and Computational Intelligence (CSCI). Cham: Springer Nature Switzerland. (in press).

Kucukkaya, G., Ozer, M., & Ugurlu, E. (2025). Cyber Value at Risk Model for IoT Ecosystems. Proceedings of the 2024 International Conference on Computational Science and Computational Intelligence (CSCI). Cham: Springer Nature Switzerland. (in press). (2025. ) Kucukkaya, G., Ozer, M., & Ugurlu, E. (2025). Cyber Value at Risk Model for IoT Ecosystems. Proceedings of the 2024 International Conference on Computational Science and Computational Intelligence (CSCI). Cham: Springer Nature Switzerland. (in press).

Ozer, M., Kose, Y., Kucukkaya, G., Mukasheva, A., & Ciris, K. (2024, July). Adapting to the AI Disruption: Reshaping the IT Landscape and Educational Paradigms. In World Congress in Computer Science, Computer Engineering & Applied Computing (pp. 366-374). Cham: Springer Nature Switzerland. (2024. ) Ozer, M., Kose, Y., Kucukkaya, G., Mukasheva, A., & Ciris, K. (2024, July). Adapting to the AI Disruption: Reshaping the IT Landscape and Educational Paradigms. In World Congress in Computer Science, Computer Engineering & Applied Computing (pp. 366-374). Cham: Springer Nature Switzerland.

Demir, M., Guler, A., & Ozer, M. (2024). Predictors of successful terrorism incidents. Behavioral Sciences of Terrorism and Political Aggression, 16(4), 482-510. (2024. ) Demir, M., Guler, A., & Ozer, M. (2024). Predictors of successful terrorism incidents. Behavioral Sciences of Terrorism and Political Aggression, 16(4), 482-510.

Muntaka, S. A., Ozer, M., Gyamfi, E. K., Hussein, F., Muntaka, M. N., & Muntaka, I. (2024, September). Harnessing IT Best Practices: IoT for Continuous Monitoring and Control in Agriculture. In 2024 2nd International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings) (pp. 1-5). IEEE. (2024. ) Muntaka, S. A., Ozer, M., Gyamfi, E. K., Hussein, F., Muntaka, M. N., & Muntaka, I. (2024, September). Harnessing IT Best Practices: IoT for Continuous Monitoring and Control in Agriculture. In 2024 2nd International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings) (pp. 1-5). IEEE.

Chava, S., Nti, I. K., & Ozer, M. (2024, September). A Thematic Analysis and Detection of Fraudulent Online Ratings. In 2024 2nd International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings) (pp. 1-6). IEEE. (2024. ) Chava, S., Nti, I. K., & Ozer, M. (2024, September). A Thematic Analysis and Detection of Fraudulent Online Ratings. In 2024 2nd International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings) (pp. 1-6). IEEE.

Sankabathula, N. S. H., Nti, I. K., & Ozer, M. (2024, September). Thyro-AI: Harnessing Machine Learning for Thyroid Prediction. In 2024 2nd International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings) (pp. 1-6). IEEE. (2024. ) Sankabathula, N. S. H., Nti, I. K., & Ozer, M. (2024, September). Thyro-AI: Harnessing Machine Learning for Thyroid Prediction. In 2024 2nd International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings) (pp. 1-6). IEEE.

Akella, S. R., Vydula, D. L., Ozer, M., Kose, Y., Bastug, M., Onat, I., ... & Koseli, M. (2023, December). Understanding Cyber Threats: Patterns, ISP Characteristics, Industry Targets, and Geographic Correlations. In 2023 International Conference on Computational Science and Computational Intelligence (CSCI) (pp. 811-815). IEEE. (2023. ) Akella, S. R., Vydula, D. L., Ozer, M., Kose, Y., Bastug, M., Onat, I., ... & Koseli, M. (2023, December). Understanding Cyber Threats: Patterns, ISP Characteristics, Industry Targets, and Geographic Correlations. In 2023 International Conference on Computational Science and Computational Intelligence (CSCI) (pp. 811-815). IEEE.

Elsayed, N., ElSayed, Z., & Ozer, M. (2024, April). Cautionsuicide: A deep learning based approach for detecting suicidal ideation in real time chatbot conversation. In 2024 IEEE 3rd International Conference on Computing and Machine Intelligence (ICMI) (pp. 1-5). Ieee. (2024. ) Elsayed, N., ElSayed, Z., & Ozer, M. (2024, April). Cautionsuicide: A deep learning based approach for detecting suicidal ideation in real time chatbot conversation. In 2024 IEEE 3rd International Conference on Computing and Machine Intelligence (ICMI) (pp. 1-5). Ieee.

Adewopo, V., Azumah, S. W., Yakubu, M. A., Gyamfi, E. K., Ozer, M., & Elsayed, N. (2024). A comprehensive analytical review on cybercrime in West Africa. Journal of Electrical Systems and Information Technology (Accepted) (2024. ) Adewopo, V., Azumah, S. W., Yakubu, M. A., Gyamfi, E. K., Ozer, M., & Elsayed, N. (2024). A comprehensive analytical review on cybercrime in West Africa. Journal of Electrical Systems and Information Technology (Accepted) .

Ozer, M., Kose, Y., Bastug, M., Kucukkaya, G., & Varlioglu, E. R. (2024, July). The Shifting Landscape of Cybersecurity: The Impact of Remote Work and COVID-19 on Data Breach Trends. In World Congress in Computer Science, Computer Engineering & Applied Computing (pp. 147-156). Cham: Springer Nature Switzerland. (2024. ) Ozer, M., Kose, Y., Bastug, M., Kucukkaya, G., & Varlioglu, E. R. (2024, July). The Shifting Landscape of Cybersecurity: The Impact of Remote Work and COVID-19 on Data Breach Trends. In World Congress in Computer Science, Computer Engineering & Applied Computing (pp. 147-156). Cham: Springer Nature Switzerland.

Azumah, S. W., Elsayed, N., Elsayed, Z., Ozer, M., & La Guardia, A. (2024, September). Deep Learning Approaches for Detecting Adversarial Cyberbullying and Hate Speech in Social Networks. In 2024 2nd International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings) (pp. 1-10). IEEE. (2024. ) Azumah, S. W., Elsayed, N., Elsayed, Z., Ozer, M., & La Guardia, A. (2024, September). Deep Learning Approaches for Detecting Adversarial Cyberbullying and Hate Speech in Social Networks. In 2024 2nd International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings) (pp. 1-10). IEEE.

Falowo, O. I., Botsyoe, L., Koshoedo, K., & Ozer, M. (2024). Enhancing Cybersecurity with Artificial Immune Systems and General Intelligence: A New Frontier in Threat Detection and Response. IEEE Access. (2024. ) Falowo, O. I., Botsyoe, L., Koshoedo, K., & Ozer, M. (2024). Enhancing Cybersecurity with Artificial Immune Systems and General Intelligence: A New Frontier in Threat Detection and Response. IEEE Access.

Itodo, C., & Ozer, M. (2024). Multivocal Literature Review on Zero-Trust Security Implementation. Computers & Security, 103827. (2024. ) Itodo, C., & Ozer, M. (2024). Multivocal Literature Review on Zero-Trust Security Implementation. Computers & Security, 103827.

Adewopo, V., Elsayed, N., Elsayed, Z., Ozer, M., Zekios, C. L., Abdelgawad, A., & Bayoumi, M. (2024, March). Big Data and Deep Learning in Smart Cities: A Comprehensive Dataset for AI-Driven Traffic Accident Detection and Computer Vision Systems. In SoutheastCon 2024 (pp. 675-680). IEEE. (2024. ) Adewopo, V., Elsayed, N., Elsayed, Z., Ozer, M., Zekios, C. L., Abdelgawad, A., & Bayoumi, M. (2024, March). Big Data and Deep Learning in Smart Cities: A Comprehensive Dataset for AI-Driven Traffic Accident Detection and Computer Vision Systems. In SoutheastCon 2024 (pp. 675-680). IEEE.

Falowo, O. I., Ozer, M., Li, C., & Abdo, J. B. (2024). Evolving Malware & DDoS Attacks: Decadal Longitudinal Study. IEEE Access. (2024. ) Falowo, O. I., Ozer, M., Li, C., & Abdo, J. B. (2024). Evolving Malware & DDoS Attacks: Decadal Longitudinal Study. IEEE Access.

Azumah, S. W., Adewopo, V., Elsayed, Z., Elsayed, N., & Ozer, M. (2024, February). A Secure Open-Source Intelligence Framework For Cyberbullying Investigation. In 2024 IEEE 3rd International Conference on AI in Cybersecurity (ICAIC) (pp. 1-8). IEEE. (2024. ) Azumah, S. W., Adewopo, V., Elsayed, Z., Elsayed, N., & Ozer, M. (2024, February). A Secure Open-Source Intelligence Framework For Cyberbullying Investigation. In 2024 IEEE 3rd International Conference on AI in Cybersecurity (ICAIC) (pp. 1-8). IEEE.

Varlioglu, S., Elsayed, N., Varlioglu, E. R., Ozer, M., & ElSayed, Z. (2024, March). The Pulse of Fileless Cryptojacking Attacks: Malicious PowerShell Scripts. In SoutheastCon 2024 (pp. 571-580). IEEE. (2024. ) Varlioglu, S., Elsayed, N., Varlioglu, E. R., Ozer, M., & ElSayed, Z. (2024, March). The Pulse of Fileless Cryptojacking Attacks: Malicious PowerShell Scripts. In SoutheastCon 2024 (pp. 571-580). IEEE.

Ozer, M., Akbas, H., Onat, I., Bastug, M., Akgul, A., Elsayed, N., ... & Ekici, N. (2023, December). Not as Simple as It Looked: Are We Concluding for Biased Arrest Practices?. In 2023 International Conference on Computational Science and Computational Intelligence (CSCI) (pp. 703-709). IEEE. (2023. ) Ozer, M., Akbas, H., Onat, I., Bastug, M., Akgul, A., Elsayed, N., ... & Ekici, N. (2023, December). Not as Simple as It Looked: Are We Concluding for Biased Arrest Practices?. In 2023 International Conference on Computational Science and Computational Intelligence (CSCI) (pp. 703-709). IEEE.

Falowo, O. I., Koshoedo, K., & Ozer, M. (2023, October). An Assessment of Capabilities Required for Effective Cybersecurity Incident Management-A Systematic Literature Review. In 2023 International Conference on Data Security and Privacy Protection (DSPP) (pp. 1-11). IEEE. (2023. ) Falowo, O. I., Koshoedo, K., & Ozer, M. (2023, October). An Assessment of Capabilities Required for Effective Cybersecurity Incident Management-A Systematic Literature Review. In 2023 International Conference on Data Security and Privacy Protection (DSPP) (pp. 1-11). IEEE.

Ozer, M., Onat, I., Akbas, H., Elsayed, N., ElSayed, Z., & Varlioglu, S. (2023, July). Exploring the Journey to Drug Overdose: Applying the Journey to Crime Framework to Drug Sales Locations and Overdose Death Locations. In 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE) (pp. 504-510). IEEE. (2023. ) Ozer, M., Onat, I., Akbas, H., Elsayed, N., ElSayed, Z., & Varlioglu, S. (2023, July). Exploring the Journey to Drug Overdose: Applying the Journey to Crime Framework to Drug Sales Locations and Overdose Death Locations. In 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE) (pp. 504-510). IEEE.

Boger, N., & Ozer, M. (2023). Monitoring Sewer Systems to Detect the eDNA of Missing Persons and Persons of Interest. Forensic Science International, 111744. (2023. ) Boger, N., & Ozer, M. (2023). Monitoring Sewer Systems to Detect the eDNA of Missing Persons and Persons of Interest. Forensic Science International, 111744.

Elsayed, N., ElSayed, Z., & Ozer, M. (2023, May). Machine Learning for Early Mental Health Support and Offenders Correction. In The International FLAIRS Conference Proceedings (Vol. 36). (2023. ) Elsayed, N., ElSayed, Z., & Ozer, M. (2023, May). Machine Learning for Early Mental Health Support and Offenders Correction. In The International FLAIRS Conference Proceedings (Vol. 36).

Abunajm, S., Elsayed, N., ElSayed, Z., & Ozer, M. (2023). Deep Learning Approach for Early Stage Lung Cancer Detection. In 2023 IEEE ALLoT. (2023. ) Abunajm, S., Elsayed, N., ElSayed, Z., & Ozer, M. (2023). Deep Learning Approach for Early Stage Lung Cancer Detection. In 2023 IEEE ALLoT.

Azumah, S. W., Elsayed, N., ElSayed, Z., & Ozer, M. (2023). Cyberbullying in text content detection: an analytical review. International Journal of Computers and Applications, 45(9), 579-586. (2023. ) Azumah, S. W., Elsayed, N., ElSayed, Z., & Ozer, M. (2023). Cyberbullying in text content detection: an analytical review. International Journal of Computers and Applications, 45(9), 579-586.

Demir, M., Guler, A., & Ozer, M. (2022). Predictors of successful terrorism incidents. Behavioral Sciences of Terrorism and Political Aggression, 1-29. (2022. ) Demir, M., Guler, A., & Ozer, M. (2022). Predictors of successful terrorism incidents. Behavioral Sciences of Terrorism and Political Aggression, 1-29.

ElSayed, Z., Ozer, M., Elsayed, N., & Said, H. (2022, October). Zydeco-Style Spike Sorting Low Power VLSI Architecture for IoT BCI Implants. In 2022 IEEE 8th World Forum on Internet of Things (WF-IoT) (pp. 1-6). IEEE. (2022. ) ElSayed, Z., Ozer, M., Elsayed, N., & Said, H. (2022, October). Zydeco-Style Spike Sorting Low Power VLSI Architecture for IoT BCI Implants. In 2022 IEEE 8th World Forum on Internet of Things (WF-IoT) (pp. 1-6). IEEE.

Elsayed, N., ElSayed, Z., Asadizanjani, N., Ozer, M., Abdelgawad, A., & Bayoumi, M. (2022, October). Speech emotion recognition using supervised deep recurrent system for mental health monitoring. In 2022 IEEE 8th World Forum on Internet of Things (WF-IoT) (pp. 1-6). IEEE. (2022. ) Elsayed, N., ElSayed, Z., Asadizanjani, N., Ozer, M., Abdelgawad, A., & Bayoumi, M. (2022, October). Speech emotion recognition using supervised deep recurrent system for mental health monitoring. In 2022 IEEE 8th World Forum on Internet of Things (WF-IoT) (pp. 1-6). IEEE.

Adewopo, V. A., Elsayed, N., ElSayed, Z., Ozer, M., Abdelgawad, A., & Bayoumi, M. (2023). A review on action recognition for accident detection in smart city transportation systems. Journal of Electrical Systems and Information Technology, 10(1), 57. (2023. ) Adewopo, V. A., Elsayed, N., ElSayed, Z., Ozer, M., Abdelgawad, A., & Bayoumi, M. (2023). A review on action recognition for accident detection in smart city transportation systems. Journal of Electrical Systems and Information Technology, 10(1), 57.

Elsayed, N., ElSayed, Z., Asadizanjani, N., Ozer, M., Abdelgawad, A., & Bayoumi, M. (2022, October). Speech emotion recognition using supervised deep recurrent system for mental health monitoring. In 2022 IEEE 8th World Forum on Internet of Things (WF-IoT) (pp. 1-6). IEEE. (2022. ) Elsayed, N., ElSayed, Z., Asadizanjani, N., Ozer, M., Abdelgawad, A., & Bayoumi, M. (2022, October). Speech emotion recognition using supervised deep recurrent system for mental health monitoring. In 2022 IEEE 8th World Forum on Internet of Things (WF-IoT) (pp. 1-6). IEEE.

ElSayed, Z., Ozer, M., Elsayed, N., & Said, H. (2022, October). Zydeco-Style Spike Sorting Low Power VLSI Architecture for IoT BCI Implants. In 2022 IEEE 8th World Forum on Internet of Things (WF-IoT) (pp. 1-6). IEEE. (2022. ) ElSayed, Z., Ozer, M., Elsayed, N., & Said, H. (2022, October). Zydeco-Style Spike Sorting Low Power VLSI Architecture for IoT BCI Implants. In 2022 IEEE 8th World Forum on Internet of Things (WF-IoT) (pp. 1-6). IEEE.

Kose, Y., Ozer, M., Bastug, M., Varlioglu, S., Basibuyuk, O., & Ponnakanti, H. P. (2021, December). Developing Cybersecurity Workforce: Introducing CyberSec Labs for Industry Standard Cybersecurity Training. In 2021 International Conference on Computational Science and Computational Intelligence (CSCI) (pp. 716-721). IEEE. (2021. ) Kose, Y., Ozer, M., Bastug, M., Varlioglu, S., Basibuyuk, O., & Ponnakanti, H. P. (2021, December). Developing Cybersecurity Workforce: Introducing CyberSec Labs for Industry Standard Cybersecurity Training. In 2021 International Conference on Computational Science and Computational Intelligence (CSCI) (pp. 716-721). IEEE.

N. Elsayed, Z. ElSayed and M. Ozer, "Early Stage Diabetes Prediction via Extreme Learning Machine," SoutheastCon 2022, 2022, pp. 374-379, doi: 10.1109/SoutheastCon48659.2022.9764032. (2022. ) N. Elsayed, Z. ElSayed and M. Ozer, "Early Stage Diabetes Prediction via Extreme Learning Machine," SoutheastCon 2022, 2022, pp. 374-379, doi: 10.1109/SoutheastCon48659.2022.9764032.

S. Varlioglu, N. Elsayed, Z. ElSayed and M. Ozer, "The Dangerous Combo: Fileless Malware and Cryptojacking," SoutheastCon 2022, 2022, pp. 125-132, doi: 10.1109/SoutheastCon48659.2022.9764043. (2022. ) S. Varlioglu, N. Elsayed, Z. ElSayed and M. Ozer, "The Dangerous Combo: Fileless Malware and Cryptojacking," SoutheastCon 2022, 2022, pp. 125-132, doi: 10.1109/SoutheastCon48659.2022.9764043.

Varlioglu, Said, Said, Hazem, Ozer, Murat & Elsayed, Nelly. A Text Mining Approach to Identify IT Research Analyzing the NSF Grants, Las Vegas, NV, USA. July, 2021 (2021. ) Varlioglu, Said, Said, Hazem, Ozer, Murat & Elsayed, Nelly. A Text Mining Approach to Identify IT Research Analyzing the NSF Grants, Las Vegas, NV, USA. July, 2021 .

Adewopo, Victor, Gonen, Bilal, Elsayed, Nelly, & Ozer, Murat. Deep Learning Algorithm for Threat Detection in Hackers Forum (Deep Web). 20th International Conference on Security & Management (SAM'21), July 26-29, 2021, USA (2021. ) Adewopo, Victor, Gonen, Bilal, Elsayed, Nelly, & Ozer, Murat. Deep Learning Algorithm for Threat Detection in Hackers Forum (Deep Web). 20th International Conference on Security & Management (SAM'21), July 26-29, 2021, USA .

Akbas, H., Ozer, M. & Akgul, A. Crime concentration, African-American density, and racial disparity in police arrests. Crime Prev Community Saf 24, 1–13 (2022). (2022. ) Akbas, H., Ozer, M. & Akgul, A. Crime concentration, African-American density, and racial disparity in police arrests. Crime Prev Community Saf 24, 1–13 (2022).

Ozer, M., Elsayed, N., Varlioglu, S., Li, C., & Ekici, N. (2020). A rule-based model for victim prediction. International Journal of Law, Crime and Justice, 63, 100440. (2020. ) Ozer, M., Elsayed, N., Varlioglu, S., Li, C., & Ekici, N. (2020). A rule-based model for victim prediction. International Journal of Law, Crime and Justice, 63, 100440.

Ozer, M. M., & Akbas, H. (2020). The Predictability of IQ on Delinquency: A Structural Equation Model (SQM). International Journal of Criminal Justice Sciences, 15(2), 283-297. (2020. ) Ozer, M. M., & Akbas, H. (2020). The Predictability of IQ on Delinquency: A Structural Equation Model (SQM). International Journal of Criminal Justice Sciences, 15(2), 283-297.

Ozer, M., Zidar, M., Deryol, R., Varlioglu, S., Eldivan, I. S., & Akbas, H. (2020, December). Creating A Real-Time Geocoding System: Implications of Open Source for the Public Safety. In 2020 International Conference on Computational Science and Computational Intelligence (CSCI) (pp. 1185-1188). IEEE. (2020. ) Ozer, M., Zidar, M., Deryol, R., Varlioglu, S., Eldivan, I. S., & Akbas, H. (2020, December). Creating A Real-Time Geocoding System: Implications of Open Source for the Public Safety. In 2020 International Conference on Computational Science and Computational Intelligence (CSCI) (pp. 1185-1188). IEEE.

Ozer, M., Varlioglu, S., Gonen, B., Adewopo, V., Elsayed, N., & Zengin, S. (2020, December). Cloud Incident Response: Challenges and Opportunities. In 2020 International Conference on Computational Science and Computational Intelligence (CSCI) (pp. 49-54). IEEE. (2020. ) Ozer, M., Varlioglu, S., Gonen, B., Adewopo, V., Elsayed, N., & Zengin, S. (2020, December). Cloud Incident Response: Challenges and Opportunities. In 2020 International Conference on Computational Science and Computational Intelligence (CSCI) (pp. 49-54). IEEE.

Bitner, C., Ekici, N., Layne, C., Ozer, M. and Sergevnin, V. (2020). Learning the Perceptions of Police as Held by Generation Z. In: ACADEMIC NOTES. Vladimir's branch of the Russian Presidential Academy of National Economy and Public Administration, Vladimir, Russian Federation. Issue No. 1(33), pp. 55-64. (2020. ) Bitner, C., Ekici, N., Layne, C., Ozer, M. and Sergevnin, V. (2020). Learning the Perceptions of Police as Held by Generation Z. In: ACADEMIC NOTES. Vladimir's branch of the Russian Presidential Academy of National Economy and Public Administration, Vladimir, Russian Federation. Issue No. 1(33), pp. 55-64.

Cetinkaya, Nebi, Guclu, Idris, & Ozer, M. M. (2020). An examination of police cadets' perceptions of corruption. International Journal of Police Science & Management, 1461355720911944. (2020. ) Cetinkaya, Nebi, Guclu, Idris, & Ozer, M. M. (2020). An examination of police cadets' perceptions of corruption. International Journal of Police Science & Management, 1461355720911944.

Varlioglu, S., Gonen, B., Ozer, M., & Bastug, M. (2020, March). Is Cryptojacking Dead after Coinhive Shutdown?. In 2020 3rd International Conference on Information and Computer Technologies (ICICT) (pp. 385-389). IEEE. (2020. ) Varlioglu, S., Gonen, B., Ozer, M., & Bastug, M. (2020, March). Is Cryptojacking Dead after Coinhive Shutdown?. In 2020 3rd International Conference on Information and Computer Technologies (ICICT) (pp. 385-389). IEEE.

Ozer, M., Varlioglu, S., Gonen, B., & Bastug, M. (2019, December). A Prevention and a Traction System for Ransomware Attacks. In 2019 International Conference on Computational Science and Computational Intelligence (CSCI) (pp. 150-154). IEEE. (2019. ) Ozer, M., Varlioglu, S., Gonen, B., & Bastug, M. (2019, December). A Prevention and a Traction System for Ransomware Attacks. In 2019 International Conference on Computational Science and Computational Intelligence (CSCI) (pp. 150-154). IEEE.

Adewopo, V., Gonen, B., Varlioglu, S., & Ozer, M. (2019, December). Plunge into the Underworld: A Survey on Emergence of Darknet. In 2019 International Conference on Computational Science and Computational Intelligence (CSCI) (pp. 155-159). IEEE. (2019. ) Adewopo, V., Gonen, B., Varlioglu, S., & Ozer, M. (2019, December). Plunge into the Underworld: A Survey on Emergence of Darknet. In 2019 International Conference on Computational Science and Computational Intelligence (CSCI) (pp. 155-159). IEEE.

Engel, R.S., Corsaro, N., and Ozer, M. (2017). The Impact of Police on Criminal Justice Reform. Criminology and Public Policy, 375-412. (2017. ) Engel, R.S., Corsaro, N., and Ozer, M. (2017). The Impact of Police on Criminal Justice Reform. Criminology and Public Policy, 375-412.

Ozer, M. (2016). Automatic licence plate reader (ALPR) technology: Is ALPR a smart choice in policing? The Police Journal, 89(2), 117-132. (2016. ) Ozer, M. (2016). Automatic licence plate reader (ALPR) technology: Is ALPR a smart choice in policing? The Police Journal, 89(2), 117-132.

Hernandez, A., Deryol, R., Ozer, M and Engel, R. (2016). Examining the Impact of Early Childhood School Investments on Neighborhood Crime. Justice Quarterly (2016. ) Hernandez, A., Deryol, R., Ozer, M and Engel, R. (2016). Examining the Impact of Early Childhood School Investments on Neighborhood Crime. Justice Quarterly .

Nicholas Corsaro, James Frank, and Murat Ozer (2015). Perceptions of Police Practice, Cynicism of Police Performance, and Persistent Neighborhood Violence: An Intersecting Relationship. Journal of Criminal Justice, 43(1), 1-11. (2015. ) Nicholas Corsaro, James Frank, and Murat Ozer (2015). Perceptions of Police Practice, Cynicism of Police Performance, and Persistent Neighborhood Violence: An Intersecting Relationship. Journal of Criminal Justice, 43(1), 1-11.

Lewis, K. O., Morgan, J. E., Wang, L. L., Calderon, K., Rammel, J., & Ozer, M. (2014). Health literacy practices of physicians and patient care personnel in a hospital setting. Journal of Contemporary Medical Education, 2(4), 204-212. (2014. ) Lewis, K. O., Morgan, J. E., Wang, L. L., Calderon, K., Rammel, J., & Ozer, M. (2014). Health literacy practices of physicians and patient care personnel in a hospital setting. Journal of Contemporary Medical Education, 2(4), 204-212.

Halil Akbas and Murat Ozer (2012). "European Union Common Asylum System: To What Extent Has the Uniformity in Positive and Rejection Decisions among The EU Countries Been Obtained?" Polis Bilimleri Dergisi, 105-121 (2012. ) Halil Akbas and Murat Ozer (2012). "European Union Common Asylum System: To What Extent Has the Uniformity in Positive and Rejection Decisions among The EU Countries Been Obtained?" Polis Bilimleri Dergisi, 105-121 .

Murat Ozer and Robin S.Engel (2012). "Revisiting the Use of Propensity Score Matching to Understand the Relationship between Gang Membership and Violent Victimization: A Cautionary Note," Justice Quarterly. (2012. ) Murat Ozer and Robin S.Engel (2012). "Revisiting the Use of Propensity Score Matching to Understand the Relationship between Gang Membership and Violent Victimization: A Cautionary Note," Justice Quarterly.

Murat Ozer, Halil Akbas, and Idris Guclu (2011). "Control Theories and Crime over the Life Course." Turkish Journal of Criminology and Criminal Justice. (2011. ) Murat Ozer, Halil Akbas, and Idris Guclu (2011). "Control Theories and Crime over the Life Course." Turkish Journal of Criminology and Criminal Justice.

Murat Ozer, Ozkan Celik, Halil Akbas (2011). "The Predictive Value of IQ on Delinquency: A Test of Competing Explanations", Turkish Journal of Criminology and Criminal Justice, 59-82. (2011. ) Murat Ozer, Ozkan Celik, Halil Akbas (2011). "The Predictive Value of IQ on Delinquency: A Test of Competing Explanations", Turkish Journal of Criminology and Criminal Justice, 59-82.

Halil Akbas and Murat Ozer (2011). "The Evolution of Social Disorganization Theory: From Systemic Model to Collective Efficacy Theory", Turkish Journal of Criminology and Criminal Justice, 83-94. (2011. ) Halil Akbas and Murat Ozer (2011). "The Evolution of Social Disorganization Theory: From Systemic Model to Collective Efficacy Theory", Turkish Journal of Criminology and Criminal Justice, 83-94.

Murat Ozer and Halil Akbas (2011). "The Application of Situational Crime Prevention Theory to Terrorism", Polis Bilimleri Dergisi (2011. ) Murat Ozer and Halil Akbas (2011). "The Application of Situational Crime Prevention Theory to Terrorism", Polis Bilimleri Dergisi .

Halil Akbas, Murat Ozer (2011). "Explaining Crime within the Context of Social Control and Life Course Theories," Turkish Journal of Criminology and Criminal Justice, 2011. (2011. ) Halil Akbas, Murat Ozer (2011). "Explaining Crime within the Context of Social Control and Life Course Theories," Turkish Journal of Criminology and Criminal Justice, 2011.

Samih Teymur, Murat Günbeyi, and Murat Ozer (2010). "Culture-Oriented Policing ", TUBAV Bilim Dergisi, 282-291. (2010. ) Samih Teymur, Murat Günbeyi, and Murat Ozer (2010). "Culture-Oriented Policing ", TUBAV Bilim Dergisi, 282-291.

Halil Akbas and Murat Ozer (2010). "Feasibility of Place Management in Stopping the Exploitation of Trafficked Females", International Journal of Security and Terrorism, 47-62. (2010. ) Halil Akbas and Murat Ozer (2010). "Feasibility of Place Management in Stopping the Exploitation of Trafficked Females", International Journal of Security and Terrorism, 47-62.

Pamela Wilcox, M. Murat Ozer, Murat Gunbeyi, Tarkan Gundogdu (2009). "Gender and Fear of Terrorism in Turkey", Journal of Contemporary Criminal Justice, 341-357. (2009. ) Pamela Wilcox, M. Murat Ozer, Murat Gunbeyi, Tarkan Gundogdu (2009). "Gender and Fear of Terrorism in Turkey", Journal of Contemporary Criminal Justice, 341-357.

Murat Ozer (2006). "Argentina Police Organization", Polis Bilimleri Dergisi, 99-112. (2006. ) Murat Ozer (2006). "Argentina Police Organization", Polis Bilimleri Dergisi, 99-112.

H. Hüseyin Cevik, Murat Ozer, Cuneyt Gokcek, Talat Hacifazlioglu (2005). "Belgium Police Organization: The Transformation of Belgium Police Force from Coercive Policing to Service-Oriented Policing ", Polis Bilimleri Dergisi , 101-119. (2005. ) H. Hüseyin Cevik, Murat Ozer, Cuneyt Gokcek, Talat Hacifazlioglu (2005). "Belgium Police Organization: The Transformation of Belgium Police Force from Coercive Policing to Service-Oriented Policing ", Polis Bilimleri Dergisi , 101-119.

Book Chapter

(2023 ) Ozer, M., & Akbas, H. (2023). The Relevance of Personality to Criminal Behavior. IntechOpen. doi: 10.5772/intechopen.1001836 .

(2022 ) Kule, A., Ekici, N., & Murat, M. (2022). Fear and Risk Perceptions of College Students Regarding Terrorism. Understanding Deviance, Crime, Social Control, and Mass Media: The Construction of Social Order, 65.