Mehmet Sevri, Ph.D.

About

I am an Assistant Professor at the Department of Computer Engineering, Recep Tayyip Erdoğan University. My research focuses on web application security and deep learning, combining academic insight with industrial experience.

Education

• Ph.D. in Information Systems, Gazi University, 2016–2022
• M.Sc. in Information Systems, Gazi University, 2013–2016
• B.Sc. in Computer Engineering, Karadeniz Technical University, 2005–2011
• International Bachelor in Natural Science (Computer Science), Roskilde University, 2008–2009

Theses

• Ph.D. – Securing Web Applications Using Deep Learning Methods, Gazi University, 2022
• M.Sc. – An AI-Based Security Module for Detecting Web Attacks, Gazi University, 2016

Selected Publications

• Hacer Karacan & Mehmet Sevri, "A Novel Data Augmentation Technique and Deep Learning Model for Web Application Security," IEEE Access, vol. 9, 2021.
• Mehmet Sevri, Hacer Karacan, "Two Stage Deep Learning Based Stacked Ensemble Model for Web Application Security," KSII Transactions on Internet and Information Systems, vol. 16, no. 2, 2022.
• Elvan İşeri, Mehmet Sevri, et al., "A New Objective Diagnostic Tool for ADHD: Development of the Web-Based Auditory-Focused Continuous Performance Test," Journal of the American Academy of Child and Adolescent Psychiatry, 2022.
• Ahmet Özaslan, Mehmet Sevri, et al., "A New Objective Diagnostic Tool for Attention-Deficit Hyperactivity Disorder (ADHD)," European Child & Adolescent Psychiatry, under review.
• Mehmet Sevri, H. Karacan, M.A. Akcayol, "Crime Analysis Based on Association Rules Using Apriori Algorithm," International Journal of Information and Electronics Engineering, vol. 7, pp. 99–102, 2017.

Selected Conference Papers

• Mehmet Sevri, H. Karacan, "Explainable Artificial Intelligence (XAI) for Deep Learning Based Intrusion Detection Systems," ICAIAME, Baku, 2022.
• Mehmet Sevri, H. Karacan, "Bidirectional LSTM based Intrusion Detection System for Web Applications," A2CS'19, Adana, 2019.
• M.E. Al, Mehmet Sevri, B. Dökmetaş, N. Akçam, "Student Information Platform, Gazi University Example," Multicongress, 2019.
• Mehmet Sevri, H. Karacan, "Deep Learning Based Web Application Security," ICATCES, 2019.
• Mehmet Sevri, M.A. Koşan, H. Karacan, "Secure Multiparty Computation and Blockchain-Smart Contract Based Election System," ICAME, 2018.
• M.A. Koşan, Mehmet Sevri, H. Karacan, "Comparison of Classification Algorithms used in Intrusion Detection Systems," ICAME, 2018.
• Mehmet Sevri, A.İ. Kocatepe, H. Karacan, E.S. Arı, "Blockchain Technology and Its Use as a Notarial System," International Advanced Researches and Engineering Congress, 2017.
• M.A. Koşan, Mehmet Sevri, H. Karacan, "Spy Attacks and Protection Methods in Android Smart Phones," International Advanced Researches and Engineering Congress, 2017.
• A.İ. Kocatepe, Mehmet Sevri, H. Karacan, "Utilizing Linear Feedback Shift Registers for Selective-Random Memory Addressing," International Advanced Researches and Engineering Congress, 2017.
• Mehmet Sevri, M.A. Koşan, H. Karacan, "Applying Deep Learning to Cybersecurity Field and Its Advantages," International Advanced Researches and Engineering Congress, 2017.
• Mehmet Sevri, H. Karacan, "Using Data Mining Algorithms to Identify Gifted Students and Comparing Classification Models," International Talented and Gifted Conference, 2017.
• Mehmet Sevri, H. Karacan, M.A. Akcayol, "Crime Analysis Based on Association Rules Using Apriori Algorithm," ICEEE, Ankara, 2017.
• Mehmet Sevri, N. Topaloğlu, "The State of Cyber Security Education in Turkey," ICEMST, 2016.
• Mehmet Sevri, S. Hakyemez, "Usability and Performance Analysis of the Ministry of Education Web Site," ICEMST, 2016.
• Mehmet Sevri, N. Topaloğlu, "The Latest Trend of Malware Ransomware and Its Possible Future," ICRES, 2016.
• Mehmet Sevri, N. Topaloğlu, "Classification of Web Attacks with Machine Learning Algorithms: An Application," ICRES, 2016.
• Mehmet Sevri, N. Topaloğlu, "An Infrastructure Model to Detect and Prevent Web Attacks," GCACSE, Rome, 2016.
• M. Orakçı, B. Ciylan, İ. Kök, Mehmet Sevri, "Use of Data Mining Techniques and Machine Learning Algorithms in Crime Analysis," Academic Informatics Conference, 2016.
• Mehmet Sevri, N. Topaloğlu, "Unconscious DNS Changes and Their Risks," Academic Informatics, 2015.

Book

• Mehmet Sevri, H. Karacan, "Explainable Artificial Intelligence (XAI) for Deep Learning Based Intrusion Detection Systems," in Engineering Cyber-Physical Systems and Critical Infrastructures, Springer, 2023.

Projects

• TÜBİTAK 1812 – Principal Investigator – "AI-Based Energy Production Prediction for Canal-Type Hydroelectric Plants".
• TÜBİTAK 1001 – Principal Investigator – "Development of a New AI Decision Support System for the Detection and Management of Preeclampsia."
• TÜBİTAK 1005 – Researcher – "Development of a Web-Based Auditory-Focused Continuous Performance Test for ADHD Diagnosis" (Completed).
• KOSGEB – Engineer: "Annotation and Prioritization of Human Genome Data Using Next-Generation Sequencing Analysis Methods" (Completed).
• TÜBİTAK 1001 – Researcher – Project 323K425: "Developing Psychological Resilience of Adolescents Affected by the February 6 Earthquake Using Virtual Reality" (Under Evaluation).
• Higher Education Institutions Supported Project – Researcher: BAPSIS_7345, Teknofest - Health AI Competition Finalist Team Project.
• 2024–2027: Development of an AI Decision Support System for Preeclampsia Detection and Management (TÜBİTAK, PI with B. Yılmaz et al.).
• 2025: Smart Infrastructure Maintenance and Inspection Drone (University Funded, PI with B. Aydın et al.).
• 2025: RecyTech AI-Powered Smart Recycling and Sustainable Waste Management (University Funded, PI with M. Güneyli et al.).
• 2025: Pharmavent AI-Enhanced Prescription and Drug Management Mobile Application (University Funded, PI with M.B. Velioğlu et al.).
• 2024–2025: SafeScript AI-Based Smart Medication Management and Prescription System (University Funded, PI with E. Kıran et al.).
• 2020–2022: Web-Based Auditory-Focused Continuous Performance Test for ADHD Diagnosis (TÜBİTAK, Researcher with E. İşeri et al.).
• BAPSIS_7345 Teknofest Health AI Finalist Team Project (Researcher).
• Intelligent Tutoring Systems for Distance Education (University Research Fund, Completed).
• Blockchain-Based Secure Medical Record Sharing (University Research Fund, Ongoing).

Patents

• 2024 – System and Method for Identifying Vehicles with Active RFID Tags Placed on License Plates (Application No: 2024/018939).
• 2024 – RFID-Based Smart Mirror with Outfit Recommendation System (Application No: 2024/018960).
• 2024 – Signal and Coverage Optimization with AI-Controlled Dynamic Antenna Modem (Application No: 2024/018955).
• 2024 – Remaining Useful Life Prediction for Unmanned Aerial Vehicles Using Machine Learning on Sensor and Camera Data (Application No: 2024/019089).
• 2024 – AI-Driven Smart Pest Tracking and Spraying Robot (Application No: 2024/018832).
• 2022 – Explainable Deep Learning Based Web Application Firewall Method and System (Application No: PCT/TR2022/051479).
• 2021 – Explainable Deep Learning Web Application Firewall Method and System (Application No: 2021/020072).

Courses Taught

• Scientific Research Techniques and Publication Ethics (Ph.D.)
• Algorithms and Programming I
• Algorithms and Programming II
• System Programming
• Applied Bioinformatics
• Deep Learning
• Web and Mobile Programming
• Artificial Intelligence
• Operating Systems

Courses & Training Provided

• 2024 – Using Artificial Intelligence Tools in Academic Research (Short Course, Continuing Education Center)
• 2021–2022 – BELTEK Web Designer Course (Continuing Education Center)
• 2021–2022 – White Hat Hacker (Certificate Program)
• 2021–2022 – Cyber Security Specialist (Certificate Program)
• 2018 – BELTEK C++ Programming Course

Awards

• January 2024 – First Prize in Best Doctoral Thesis Competition, Gazi University

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