Publikacje
Found 36 results
Filters: Autor is Mert Nakip [Clear All Filters]
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Submitted.
Deep Learning Intrusion Detection and Mitigation of DoS Attacks. 32nd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS24).
(2.84 MB)
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In Press. .
In Press. .
In Press. ![application/pdf](/modules/file/icons/application-pdf.png)
Decentralized Online Federated G-Network Learning for Lightweight Intrusion Detection. Modeling, Analysis, and Simulation On Computer and Telecommunication Systems (MASCOTS).
(1.06 MB)
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2024. ![application/pdf](/modules/file/icons/application-pdf.png)
Fire Detection and Risk Assessment via Support Vector Regression with Flattening-Samples Based Augmented Regularization. Applied Soft Computing. 164
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2024. Multi-Sensor E-Nose based on Online Transfer Learning Trend Predictive Neural Network. IEEE Access.
(3.93 MB)
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2024. ![application/pdf](/modules/file/icons/application-pdf.png)
Online Self-Supervised Deep Learning for Intrusion Detection Systems. IEEE Transactions on Information Forensics and Security. 19
(6.97 MB)
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2024. ![application/pdf](/modules/file/icons/application-pdf.png)
System-wide vulnerability of multi-component software. Computers & Industrial Engineering. 196
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2024. IoT Network Cybersecurity Assessment with the Associated Random Neural Network. IEEE Access.
(966.17 KB)
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2023. ![application/pdf](/modules/file/icons/application-pdf.png)
Measurement Based Evaluation and Mitigation of Flood Attacks on a LAN Test-Bed. The 48th IEEE Conference on Local Computer Networks.
(861.42 KB)
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2023. ![application/pdf](/modules/file/icons/application-pdf.png)
Real-Time Cyberattack Detection with Offline and Online Learning. IEEE International Symposium on Local and Metropolitan Area Networks.
(1.09 MB)
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2023. .
2023. ![application/pdf](/modules/file/icons/application-pdf.png)
Botnet Attack Detection with Incremental Online Learning. EuroCybersec 2021.
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2022. Dynamic Automatic Forecaster Selection via Artificial Neural Network Based Emulation to Enable Massive Access for the Internet of Things. Journal of Network and Computer Applications (JNCA).
(1.36 MB)
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2022. ![application/pdf](/modules/file/icons/application-pdf.png)
Engagement Detection with Multi-Task Training in E-Learning Environments. International Conference on Image Analysis and Processing (ICIAP).
(1.2 MB)
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2022. ![application/pdf](/modules/file/icons/application-pdf.png)
G-Networks Can Detect Different Types of Cyberattacks. 2022 Mascots: 30th International Symposium on the Modelling, Analysis and Simulation of Computer and Telecommunication Systems.
(1.51 MB)
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2022. ![application/pdf](/modules/file/icons/application-pdf.png)
Improving Massive Access to IoT Gateways. Performance Evaluation.
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2022. The IoTAC Software Security-by-Design Platform: Concept, Challenges, and Preliminary Overview. 18th International Conference on the Design of Reliable Communication Networks (DRCN).
(1.33 MB)
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2022. .
2022. ![application/pdf](/modules/file/icons/application-pdf.png)
MOSAL: A Subspace Based Forecasting Algorithm for Throughput Maximization in IoT Networks. IEEE Sensors Journal.
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2022. Multi-Channel Subset Iteration with Minimal Loss in Available Capacity (MC-SIMLAC) Algorithm for Joint Forecasting-Scheduling in the Internet of Things. Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications (JoWUA). 13(2)
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2022. Predictability of Internet of Things Traffic at the Medium Access Control Layer Against Information-Theoretic Bounds. IEEE Access. 10
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2022. Traffic Based Sequential Learning During Botnet Attacks to Identify Compromised IoT Devices. IEEE Access. 10
(1.74 MB)
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2022. ![application/pdf](/modules/file/icons/application-pdf.png)
Comparative Study of Forecasting Models for COVID-19 Outbreak in Turkey. ASYU2021 .
(1.17 MB)
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2021. ![application/pdf](/modules/file/icons/application-pdf.png)