Mert Nakip

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 35

Top Topics

Intrusion Detection

Comparative Study

Home Environment

Top Venues

Publications

Mert Nakip, Erol Gelenbe
Online Self-Supervised Deep Learning for Intrusion Detection Systems. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Mert Nakip, Nur Kelesoglu, Cüneyt Güzelis
Fire detection and risk assessment via Support Vector Regression with Flattening-Samples Based Augmented Regularization. Appl. Soft Comput. 164 (2024)
Pervin Bulucu, Mert Nakip, Cüneyt Güzelis
Multi-Sensor E-Nose Based on Online Transfer Learning Trend Predictive Neural Network. IEEE Access 12 (2024)
Erol Gelenbe, Mert Nakip, Miltiadis G. Siavvas
System-wide vulnerability of multi-component software. Comput. Ind. Eng. 196 (2024)
Mohammed Nasereddin, Mert Nakip, Erol Gelenbe
Measurement Based Evaluation and Mitigation of Flood Attacks on a LAN Test-Bed. LCN (2023)
Mert Nakip, Baran Can Gül, Erol Gelenbe
Decentralized Online Federated G-Network Learning for Lightweight Intrusion Detection. MASCOTS (2023)
Mert Nakip, Baran Can Gül, Erol Gelenbe
Decentralized Online Federated G-Network Learning for Lightweight Intrusion Detection. CoRR (2023)
Erol Gelenbe, Mert Nakip
Associated Random Neural Networks for Collective Classification of Nodes in Botnet Attacks. CoRR (2023)
Erol Gelenbe, Mert Nakip
IoT Network Cybersecurity Assessment With the Associated Random Neural Network. IEEE Access 11 (2023)
Erol Gelenbe, Mert Nakip
Real-Time Cyberattack Detection with Offline and Online Learning. CoRR (2023)
Mert Nakip, Erol Gelenbe
Online Self-Supervised Learning in Machine Learning Intrusion Detection for the Internet of Things. CoRR (2023)
Mert Nakip, Onur Çopur, Emrah Biyik, Cüneyt Güzelis
Renewable energy management in smart home environment via forecast embedded scheduling based on Recurrent Trend Predictive Neural Network. CoRR (2023)
Mohammed Nasereddin, Mert Nakip, Erol Gelenbe
Measurement Based Evaluation and Mitigation of Flood Attacks on a LAN Test-Bed. CoRR (2023)
Erol Gelenbe, Mert Nakip
Real-Time Cyberattack Detection with Offline and Online Learning. LANMAN (2023)
Miltiadis G. Siavvas, Erol Gelenbe, Dimitrios Tsoukalas, Ilias Kalouptsoglou, Maria Mathioudaki, Mert Nakip, Dionisis D. Kehagias, Dimitrios Tzovaras
The IoTAC Software Security-by-Design Platform: Concept, Challenges, and Preliminary Overview. DRCN (2022)
Arif Kerem Dayi, Volkan Rodoplu, Mert Nakip, Buse Pehlivan, Cüneyt Güzelis
Multi-Channel Subset Iteration with Minimal Loss in Available Capacity (MC-SIMLAC) Algorithm for Joint Forecasting-Scheduling in the Internet of Things. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 13 (2) (2022)
Mert Nakip, Erdem Çakan, Volkan Rodoplu, Cüneyt Güzelis
Dynamic Automatic Forecaster Selection via Artificial Neural Network Based Emulation to Enable Massive Access for the Internet of Things. J. Netw. Comput. Appl. 201 (2022)
Onur Çopur, Mert Nakip, Simone Scardapane, Jürgen Slowack
Engagement Detection with Multi-Task Training in E-Learning Environments. CoRR (2022)
Mert Nakip, Baran Can Gül, Volkan Rodoplu, Cüneyt Güzelis
Predictability of Internet of Things Traffic at the Medium Access Control Layer Against Information-Theoretic Bounds. IEEE Access 10 (2022)
Erol Gelenbe, Mert Nakip
G-Networks Can Detect Different Types of Cyberattacks. MASCOTS (2022)
Erol Gelenbe, Mert Nakip, Tadeusz Czachórski
Improving Massive Access to IoT Gateways. Perform. Evaluation (2022)
Erol Gelenbe, Mert Nakip
Traffic Based Sequential Learning During Botnet Attacks to Identify Compromised IoT Devices. IEEE Access 10 (2022)
Onur Çopur, Mert Nakip, Simone Scardapane, Jürgen Slowack
Engagement Detection with Multi-Task Training in E-Learning Environments. ICIAP (3) (2022)
Erol Gelenbe, Mert Nakip, Dariusz Marek, Tadeusz Czachórski
Diffusion Analysis Improves Scalability of IoT Networks to Mitigate the Massive Access Problem. MASCOTS (2021)
Alper Saylam, Nur Kelesoglu, Rifat Orhan Çikmazel, Mert Nakip, Volkan Rodoplu
Dynamic Positioning Interval Based On Reciprocal Forecasting Error (DPI-RFE) Algorithm for Energy-Efficient Mobile IoT Indoor Positioning. CITS (2021)
Mert Nakip, Erol Gelenbe
MIRAI Botnet Attack Detection with Auto-Associative Dense Random Neural Network. GLOBECOM (2021)
Erdem Çakan, Aral Sahin, Mert Nakip, Volkan Rodoplu
Multi-Layer Perceptron Decomposition Architecture for Mobile IoT Indoor Positioning. WF-IoT (2021)
Mert Nakip, Erol Gelenbe
Randomization of Data Generation Times Improves Performance of Predictive IoT Networks. WF-IoT (2021)
Mert Nakip, Cüneyt Güzelis, Osman Yildiz
Recurrent Trend Predictive Neural Network for Multi-Sensor Fire Detection. IEEE Access 9 (2021)
Mert Nakip, Kubilay Karakayali, Cüneyt Güzelis, Volkan Rodoplu
An End-to-End Trainable Feature Selection-Forecasting Architecture Targeted at the Internet of Things. IEEE Access 9 (2021)
Mert Nakip, Alperen Helva, Cüneyt Güzelis, Volkan Rodoplu
Subspace-Based Emulation of the Relationship Between Forecasting Error and Network Performance in Joint Forecasting-Scheduling for the Internet of Things. WF-IoT (2021)
Volkan Rodoplu, Mert Nakip, Deniz Türsel Eliiyi, Cüneyt Güzelis
A Multiscale Algorithm for Joint Forecasting-Scheduling to Solve the Massive Access Problem of IoT. IEEE Internet Things J. 7 (9) (2020)
Mert Nakip, Onur Çopur, Cüneyt Güzelis
Curse of Small Sample Size in Forecasting of the Active Cases in COVID-19 Outbreak. CoRR (2020)
Volkan Rodoplu, Mert Nakip, Roozbeh Qorbanian, Deniz Türsel Eliiyi
Multi-Channel Joint Forecasting-Scheduling for the Internet of Things. IEEE Access 8 (2020)
Mert Nakip, Baran Can Gül, Volkan Rodoplu, Cüneyt Güzelis
Comparative Study of Forecasting Schemes for IoT Device Traffic in Machine-to-Machine Communication. CCIOT (2019)