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Nr. Titel Autor Jahr
1 FSA-IDS: A Flow-based Self-Active Intrusion Detection System Hajizadeh, Mehrdad et al. 2023
2 Improving the Detection of Unknown DDoS Attacks through Continual Learning Nugraha, Beny* et al. 2023
3 Planning Low-Cost SDN Transport Networks with Integrated, Fast and Robust IP-Optical Restoration Romero Reyes, Ronald et al. 2023
4 Traffic Restoration in Communication Networks by Meta-Learning Inspired Algorithm Selection: A Case Study for IP-Optical SDN Networks Romero Reyes, Ronald* et al. 2023
5 An Unsupervised Ensemble Learning Approach for Novelty-based Botnet Detectors Hajizadeh, Mehrdad et al. 2022
6 DeepAir: Deep Reinforcement Learning for Adaptive Intrusion Response in Software-Defined Networks Phan, Trung V.* et al. 2022
7 Multi-step Migration of Optical Connections in Flex-grid Networks to Minimize Disruption Time Nguyen, Tuan Khai* et al. 2022
8 Multi-step migration of optical connections to minimize disruption time in flex-grid networks Nguyen, Tuan Khai* et al. 2022
9 Traffic Protection in T-SDN-Enabled IP-Optical Core Networks by Adjustable Robust Optimization Romero Reyes, Ronald* et al. 2022
10 A ML based empirical Model for next Cell Prediction Srikantamurthy, Sunil Hebbur et al. 2021
11 A Novel Unified Handover Algorithm for LTE-A Srikantamurthy, Sunil Hebbur* et al. 2021
12 Detecting Adversarial DDoS Attacks in Software- Defined Networking Using Deep Learning Techniques and Adversarial Training Nugraha, Beny* et al. 2021
13 Spectrum Defragmentation with Improved Lightpath Migration Scheme in Flex-grid Networks Nguyen, Tuan Khai* et al. 2021
14 Total Service Long-Run Incremental Cost Modelling in Broadband FTTx Architectures Romero Reyes, Ronald* et al. 2021
15 Towards DRL-based Routing and Spectrum Assignment in Optical Networks: Lessons to be Learned from Markov Decision Processes Romero Reyes, Ronald* et al. 2021
16 Traffic Protection in Multilayer Core Networks by Optimum Thinning of MPLS Tunnel Capacities Romero Reyes, Ronald et al. 2021
17 A Synchronous Multi-Step Algorithm for Flexible and Efficient Virtual Network Reconfiguration Khai, Nguyen Tuan et al. 2020
18 Collaborative Cyber Attack Defense in SDN Networks using Blockchain Technology Hajizadeh, Mehrdad et al. 2020
19 Deep Learning-based Slow DDoS Attack Detection in SDN-based Networks Nugraha, Beny et al. 2020
20 DeepGuard: Efficient Anomaly Detection in SDN With Fine-Grained Traffic Flow Monitoring Phan, Trung V. et al. 2020
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