← Publications

Distributed Pulse-Wave Simulator for DDoS Dataset Generation

Karim Khamaisi, Pascal Kiechl, Katharina Müller, Burkhard Stiller, Bruno Rodrigues

IEEE/IFIP Network Operations and Management Symposium (NOMS), Experience Session (venue) · Rome, Italy, 18-22 May 2026 · 2026 · Student Travel Grant

Figure from Distributed Pulse-Wave Simulator for DDoS Dataset Generation

Pulse-wave DDoS attacks fire short, synchronized bursts that slip past pattern-based defenses and quickly exhaust classical mitigations. The hard part for defenders: no public dataset shows how such attacks unfold across multiple network domains, where each vantage point sees only a fragment. DPWS is an open-source simulator that models multi-AS topologies and emits synchronized packet captures at several autonomous systems, exposing the distributed structure of coordinated bursts. With lightweight, YAML-driven control over traffic parameters, it finally gives researchers the correlated, multi-vantage data that early detection and attribution have been missing.

Read the full paper (PDF) →

Cite this paper (BibTeX)
@inproceedings{khamaisi2026-dpws,
  author    = {Karim Khamaisi and Pascal Kiechl and Katharina Müller and Burkhard Stiller and Bruno Rodrigues},
  title     = {{Distributed Pulse-Wave Simulator for DDoS Dataset Generation}},
  booktitle = {IEEE/IFIP Network Operations and Management Symposium (NOMS), Experience Session},
  year      = {2026},
  address   = {Rome, Italy},
  url       = {https://arxiv.org/pdf/2511.12774}
}