Samuel Kopmann, M.Sc.
- Wissenschaftlicher Mitarbeiter
- Raum: 5.05
CS 01.99 - Tel.: +49 721 608-46402
- samuel kopmann ∂does-not-exist.kit edu
- s.kit.edu/skopmann
Forschungsbereich Telematik
Institut für Telematik
Karlsruher Institut für Technologie (KIT)
Gebäude 01.99
Kaiserstraße 40
D-76133 KarlsruheFingerprint☝SHA256:715F2573CC055C2B004F6C3A1B340BE99F711EEE0B8DAE3601404AB7FD841EEB
Fields of interest
Network traffic:
- Monitoring
- Aggregation
- Visual representation
- Classification
Intrusion Detection with Convolutional Neural Networks
- Volumetric DDoS attacks
- Portscans
Federated Training
Network traffic distributions and buffer sizing
Projects:
KIWI - Künstliche Intelligenz für sichere Web-Infrastrukturen mit digitalem Identitätsmanagement
Supervised lectures
Lecture | Semester |
---|---|
Einführung in Rechnernetze | SS 21 |
Telematik | WS 21/22 |
Einführung in Rechnernetze | SS 22 |
Titel | Forschungsthema | Betreuung | Bearbeitung |
---|---|---|---|
According to my Fields of Interest - Contact me for information | Traffic Monitoring, Synthesis and Classification | open |
Titel | Forschungsthema | Betreuung | Bearbeitung |
---|---|---|---|
Efficient Detection of Portscans with Convolutional Neural Networks | Network Security | Robin MIller | |
DDoS Attack Detection With Federatedly Trained Neural Networks | Network Security | Julian Hohenöcker | |
Synthesis of Authentic Network Traffic to Test Intrusion Detection Systems | Network Security | vergeben | |
Cascading Mitigation of Volumetric DDoS Attacks with CNNs | Network Security | vergeben | |
Evaluation of IP-Based Network Filter Rules for DDoS Mitigation by Quantifying Differences to Generated Rule Sets | Network Security | Robert Brede | |
Machine Learning for Responsive Detection of Volumetric DDoS Attacks | Network Security | Johannes Eveslage | |
Investigation of Burstiness Metrics in Correlation to Buffer Utilization | Buffer Sizing | Pol Pir Ben Coenen | |
Data Augmentation of Attack Traffic through Probabilistic DDoS Scenario Modelling | Traffic Generation | Benedikt Rittner |