About

Bachelors | Graduate | PhD Assistant Professor

Research Interests

Information Security, Internet of Things, Deep Learning, Time-Series, Quantum Computing


Hobbies

Cycling, Guitar, Chess


Contact

Phone (Work): 0224 300 3758

Bursa Technical University, Mimar Sinan Campus, RN: G-401

E-Mail: ahmet.kasif@btu.edu.tr | ksfahmet@gmail.com

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Journal Articles

  • A firewall policy anomaly detection framework for reliable network security
    IEEE Transactions on Reliability
    2021
  • Energy load forecasting using a dual-stage attention-based recurrent neural network
    MDPI Sensors
    2021
  • Analysis of cyber security knowledge gaps based on cyber security body of knowledge
    Education and Information Technologies
    2023
  • Temporal fusion transformer-based prediction in aquaponics
    The Journal of Supercomputing
    2023
  • Deep learning-based modelling of pyrolysis
    Cluster Computing
    2023
  • Hierarchical multi-head attention LSTM for polyphonic symbolic melody generation
    Multimedia Tools and Applications
    2024
  • Classical Turkish Music Composition with LSTM Self-Attention
    Journal of Science and Engineering
    2024

Conference Papers

  • Securing internet of things networks with gateways and multi-SSID technology
    Download
    BalkanCom 2021
  • Performing similarity analysis on organic farming crop data of Turkish Cities
    Download
    ASYU 2020
  • Classification of Turkish Universities by quantity and titles of Academic Staff
    Download
    ISMSIT 2018
  • Dakik: Pomodoro Based Cross-Platform Time & Task Management App
    Download
    UMAS 2017

Presentations

  • Owasp: Client-Server Architecture
    Presented as part of the seminars in Owasp community, Owasp-BTU Chapter, Bursa, 2023
    Review
  • Information Security- Security Awareness Training
    Presented as part of the yearly information security seminars, Bursa Technical University, Bursa, 2019
    Review
  • Artificial Intelligence Approaches In Detecting Packet Filtering Firewall Anomalies
    Presented in Graduate Seminar, Uludag University, Bursa, 2019
    Review
  • Classification of Turkish Universities by quantity and titles of Academic Staff
    Presented the conference paper, ISMSIT, Ankara, 2018
    Review
  • Regression Technique in Machine Learning
    Presented in Graduate lecture, Uludag University, Bursa, 2018
    Review
  • Blockchain and Cyber Security
    Presented in Graduate lecture, Uludag University, Bursa, 2018
    Review
  • Optical Character Recognition application for handwritten digits using OpenCV, SVM and C++
    Presented in Graduate lecture, Uludag University, Bursa, 2017
  • A Genetic Algorithm Application for Knapsack Problem in Java
    Presented in Graduate course, Uludag University, Bursa, 2017
    Review
  • Probabilistic Methods in Information Retrieval Systems
    Presented with friends in Graduate lecture, Uludag University, Bursa, 2017
    Review
  • A Genetic Algorithm implementation for Knapsack Problem in Java
    Genetic algorithm application developed for and presented in Graduate lecture, Uludag University, Bursa, 2017
  • Dakik: Time Management App
    Presented the abstract in UMAS conference, Düzce, 2017

Projects

  • Yapay Zekâ Destekli Biyokütle Piroliz Isıl Davranış Tahmin Arayüz Model Yazılımı Prototipinin Geliştirilmesi
    TÜBİTAK 1002
    2023-2024
  • Ev Otomasyon Sistemleri İçin Yönetilebilir Güvenli Ağ Geçidi
    TÜBİTAK 2543 Türkiye-Polonya İkili İşbirliği
    2018-2021

Peer Reviews


Jury

  • TEKNOFEST 2023 Educational Technologies Competition
    Contest
    Jury
  • Nasa Space Apps 2023-Bursa
    Hackathon
    Jury & Mentor