Predicting Network Flow Characteristics using Deep Learning and Real-World Network Traffic C Hardegen, B Pfülb, S Rieger, A Gepperth IEEE Transactions on Network and Service Management 17 (4), 2662-2676, 2020 | 43 | 2020 |
Flow-based Throughput Prediction using Deep Learning and Real-World Network Traffic C Hardegen, B Pfülb, S Rieger, A Gepperth, S Reißmann 2019 15th International Conference on Network and Service Management (CNSM), 2019 | 23 | 2019 |
A Study of Deep Learning for Network Traffic Data Forecasting B Pfülb, C Hardegen, A Gepperth, S Rieger International Conference on Artificial Neural Networks, 497-512, 2019 | 19 | 2019 |
A Hierarchical Architecture and Probabilistic Strategy for Collaborative Intrusion Detection C Hardegen, M Petersen, C Ezelu, T Geier, S Rieger, U Buehler 2021 9th Conference on Communications and Network Security (CNS), 2021 | 7 | 2021 |
Prediction-based Flow Routing in Programmable Networks with P4 C Hardegen, S Rieger 2020 16th International Conference on Network and Service Management (CNSM), 2020 | 6 | 2020 |
Multi-step Attack Detection and Mitigation Enhancing In-Network Flow Classification C Hardegen, S Rieger, T Geier 2022 5th International Conference on Advanced Communication Technologies and …, 2022 | 3 | 2022 |
Scope-based Flow Monitoring to Improve Traffic Analysis in Programmable Networks C Hardegen 2022 18th International Conference on Network and Service Management (CNSM), 2022 | 2 | 2022 |
Intent-Driven Path State Monitoring to Enable Centralized State-Aware Flow Steering C Hardegen 2022 18th International Conference on Network and Service Management (CNSM), 2022 | 1 | 2022 |
Predictive Flow Load Profiling for Intelligent Network Routing Decisions C Hardegen 2023 14th International Conference on Network of the Future (NoF), 2023 | | 2023 |
Generative Pattern Dissemination for Collaborative Intrusion Detection M Petersen, C Hardegen, U Buehler 2023 6th Conference on Cloud and Internet of Things (CIoT), 2023 | | 2023 |