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- research-articleMay 2023
Implementing and Deploying an ML Pipeline for IoT Intrusion Detection with Node-RED
- Yimin Zhang,
- Barikisu Asulba,
- Nuno Schumacher,
- Mario Sousa,
- Pedro Souto,
- Luis Almeida,
- Pedro Santos,
- Nuno Martins,
- Joana Sousa
CPS-IoT Week '23: Proceedings of Cyber-Physical Systems and Internet of Things Week 2023Pages 247–253https://doi.org/10.1145/3576914.3589807Edge devices in IoT ecosystems are subject to cyber-attacks (either as targets or participants), and the use of Machine Learning (ML) in said devices can facilitate intrusion detection locally, reducing the reliance on cloud infrastructure and increasing ...
- research-articleMay 2023
Software Introspection for Signaling Social-Cyber Operations
CPS-IoT Week '23: Proceedings of Cyber-Physical Systems and Internet of Things Week 2023Pages 84–85https://doi.org/10.1145/3576914.3587523Open-source software (OSS) is a critical element in the design and operation of complex cyber-physical systems. Contributions to OSS projects are typically the result of voluntary work and time allocation by researchers, software developers, hackers, and ...
- research-articleMay 2023
FrankenTrace: Low-Cost, Cycle-Level, Widely Applicable Program Execution Tracing for ARM Cortex-M SoC
CPS-IoT Week '23: Proceedings of Cyber-Physical Systems and Internet of Things Week 2023Pages 72–77https://doi.org/10.1145/3576914.3587521Program execution tracing is an important technique in software development and analysis. However, noninvasively obtaining cycle-level traces for modern low-power ARMv7-M-based SoCs is challenging, because convenient off-the-shelf high-speed tracing ...
- research-articleMay 2023
LetSynchronise: An Open-Source Framework for Analysing and Optimising Logical Execution Time Systems
CPS-IoT Week '23: Proceedings of Cyber-Physical Systems and Internet of Things Week 2023Pages 349–354https://doi.org/10.1145/3576914.3587500The paper presents early work on LetSynchronise, an open-source framework that aims to facilitate research and collaboration on Logical Execution Time (LET) systems. It offers a web application for modelling, simulating, analysing, and optimising LET ...
- research-articleMay 2023
Polyglot Modal Models through Lingua Franca
CPS-IoT Week '23: Proceedings of Cyber-Physical Systems and Internet of Things Week 2023Pages 337–342https://doi.org/10.1145/3576914.3587498Complex software systems often feature distinct modes of operation, each designed to handle a particular scenario that may require the system to respond in a certain way. Breaking down system behavior into mutually exclusive modes and discrete ...