“Signal Processing in the AI era” was the tagline of this year’s IEEE International Conference on Acoustics, Speech and Signal Processing, taking place in Rhodes, Greece.
In this context, Brent de Weerdt, Xiangyu Yang, Boris Joukovsky, Alex Stergiou and Nikos Deligiannis presented ETRO’s research during poster sessions and oral presentations, with novel ways to process and understand graph, video, and audio data. Nikos Deligiannis chaired a session on Graph Deep Learning, attended the IEEE T-IP Editorial Board Meeting, and had the opportunity to meet with collaborators from the VUB-Duke-Ugent-UCL joint lab.
Featured articles:
- De Weerdt, B. et al., “Designing Transformer Networks for Sparse Recovery of Sequential Data Using Deep Unfolding” (https://ieeexplore.ieee.org/abstract/document/10094712)
- Yang X. et al., “Relevance Propagation through Deep Conditional Random Fields” (https://ieeexplore.ieee.org/abstract/document/10095075)
- Stergiou A. et al., “Play it back: Iterative attention for audio recognition” (https://ieeexplore.ieee.org/abstract/document/10096532, developed at the University of Bristol)
We are very proud of Brent De Weerdt (prom N. Deligiannis), Joris Wuts (prom. J. Vandemeulebroucke) and Silvia Zaccadi (prom. B. Jansen) who received their scholarship from FWO aspirant strategic basic research for the next 2+2 years. Way to go!
– Non-EEA citizens: before the 1st of April. (for the next academic year).
– EEA-citizens: before the 1st of September (for the next academic year).
– The language of the programme is English, and the requirements are described here: http://www.vub.ac.be/en/study/applied-sciences-and-engineering-applied-computer-science#admission-criteria;
– If cannot provide a proof of sufficient knowledge of English, then, after the positive evaluation of your academic background and all other criteria to follow the program are met, through an interview the professors will also assess your level of English and a final decision will be taken.
On September 22nd 2025 at 16:00, Thibaut Vandervelden will defend their PhD entitled “RUST-BASED IOT NETWORKS: A NETWORK PROTOCOL AND SECURITY PERSPECTIVE”.
Everybody is invited to attend the presentation in room I.2.01 or online via this link.
The Internet of Things (IoT) continues to transform our interconnected world. Its rapid growth raises significant concerns about privacy and security. In recent years, numerous IoT botnets have exploited vulnerabilities in embedded devices to launch large-scale Distributed Denial of Service attacks. These attacks have caused significant disruption to internet services worldwide.
Many of these security vulnerabilities come from the use of memory-unsafe programming languages, such as C and C++. Programming languages with built-in safety features can mitigate these vulnerabilities. Since its first stable release in 2015, Rust has emerged as a popular choice for system programming, gaining popularity due to its unique combination of memory safety guarantees while keeping its performance comparable to the one obtained with traditional programming languages. Developers have successfully deployed Rust across diverse domains, including Operating Systems (OSs), web services, and embedded devices.
For IoT devices, two software components are particularly important: the OS and the network stack enabling communication. We provide an evaluation of OSs and frameworks for embedded devices available in Rust and examine their suitability for various IoT applications. We also investigate the feasibility and advantages of implementing a complete network stack in Rust for resource-constrained embedded devices. We built on the smoltcp library and extended it with a Rust implementation of IPv6 over Low-power Wireless Personal Area Networks (6LoWPAN). We studied and implemented the IPv6 Routing Protocol for Low-Power and Lossy Networks (RPL). We developed and applied an evaluation methodology to check compliance with the standard and to verify interoperability with existing implementations. Doing so, we solved several issues of the current RPL implementation in ContikiNG. Our research also evaluates the effectiveness of 6LoWPAN generic header compression for use in RPL networks. The results demonstrate that this compression format significantly reduces energy consumption for IEEE 802.15.4-based networks that offer low data rates. For higher data rates, the benefit of this compression format diminishes.
Alongside contributing to networking components in Rust, we also explored security primitives. We evaluated the performance of different Keccak sponge constructions, cryptographic primitives that can serve as building blocks for various security protocols. Our findings reveal that Keccak sponge constructions with lower capacity parameters achieve significantly better efficiency on 32-bit microcontrollers commonly used in IoT devices. Building on these insights, we design and implement two novel symmetric-key-based authentication protocols. One tailored for wireless sensor networks and the other for fog based networks. We demonstrate that our protocol provides robust protection against known attacks while maintaining low computational and communication overhead.
The ETRO team, comprising Salar Tayebi, Ashkan Zarghami, Manu Malbrain, and Johan Stiens, has developed an innovative programmable abdominal phantom. This device is designed to simulate various scenarios and pathologies related to ICU patients. Recently showcased at the 13th International Fluid Academy Days in Antwerp, it marks a significant step forward in the realm of medical training and research. This abdominal phantom is primarily aimed at enhancing the training experience for nurses and engineering students, providing them with a more hands-on and realistic learning environment. Additionally, it holds potential for use in validating medical equipment and facilitating research and development in medical technologies. Its introduction to the medical doctors’ ecosystem underscores its relevance and utility in contemporary medical education and practice
For scholarship opportunities you can check our website: http://www.vub.ac.be/en/study/applied-sciences-and-engineering-applied-computer-science#practical-info
All students who apply for this program are eligible to be awarded with a VUB Scholarship. The scholarships will be awarded on a competitive basis among all accepted applicants.