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Schedule-Based Attack Against TSN TAS with Frame Preemption

Authors: Omolade Ikumapayi, Vijay Banerjee, Sena Hounsinou, and Gedare Bloom

Published in: LIPIcs, Volume 375, 38th European Conference on Real-Time Systems (ECRTS 2026)


Abstract
Time-Sensitive Networking (TSN) achieves deterministic communication using mechanisms like Time-Aware Shaping, which manages the timing of network traffic streams using a Gate Control List (GCL). The GCL operates according to a cyclic schedule by opening and closing gates for priority (egress) queues in out-bound ports. However, the cyclic schedule in the GCL introduces potential security vulnerabilities to schedule-based attacks. This type of attack exploits TSN’s deterministic schedules to manipulate traffic flow and can impact availability and safety. Traditional intrusion detection systems (IDS) are commonly employed in TSN to detect malicious activities by monitoring traffic patterns and bandwidth usage. However, schedule-based attacks can align malicious packets with legitimate traffic, making the attack more stealthy and harder to detect by rate-based IDS. This paper presents a novel schedule-based attack that synchronizes malicious traffic to exploit predictability in TSN’s GCL schedule. This attack causes an adversarial blocking in which low-priority traffic delays higher-priority traffic without being detected using a rate-based IDS. We demonstrate the feasibility and impact of this schedule-based attack on TSN with off-the-shelf hardware.

Cite as

Omolade Ikumapayi, Vijay Banerjee, Sena Hounsinou, and Gedare Bloom. Schedule-Based Attack Against TSN TAS with Frame Preemption. In 38th European Conference on Real-Time Systems (ECRTS 2026). Leibniz International Proceedings in Informatics (LIPIcs), Volume 375, pp. 12:1-12:23, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2026)


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@InProceedings{ikumapayi_et_al:LIPIcs.ECRTS.2026.12,
  author =	{Ikumapayi, Omolade and Banerjee, Vijay and Hounsinou, Sena and Bloom, Gedare},
  title =	{{Schedule-Based Attack Against TSN TAS with Frame Preemption}},
  booktitle =	{38th European Conference on Real-Time Systems (ECRTS 2026)},
  pages =	{12:1--12:23},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-429-1},
  ISSN =	{1868-8969},
  year =	{2026},
  volume =	{375},
  editor =	{Kritikakou, Angeliki},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ECRTS.2026.12},
  URN =		{urn:nbn:de:0030-drops-266042},
  doi =		{10.4230/LIPIcs.ECRTS.2026.12},
  annote =	{Keywords: schedule-based attack, time-sensitive networking, real-time system, adversarial blocking}
}
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