Publications

Journals

• "A Differential Privacy Protection-Based Federated Deep Learning Framework to Fog-Embedded Architectures". Engineering Applications of Artificial Intelligence 130, 107689 (2024). DOI:https://doi.org/10.1016/j.engappai.2023.107689 

• "A Survey on Hardware-Based Malware Detection Approaches", IEEE Access 12, 54115-54128 (2024). DOI: https://doi.org/10.1109/ACCESS.2024.3388716

• "A Survey of Machine and Deep Learning Methods for Privacy Protection in the Internet of Things". Sensors 23, 1252 (2023). DOI: https://doi.org/10.3390/s23031252 

• "Deep‑Learning Based Detection for Cyber‑Attacks in IoT  Networks: A Distributed Attack Detection Framework". J Netw Syst Manage 31, 33 (2023). DOI: https://doi.org/10.1007/s10922-023-09722-7  

• “Silent Data Corruptions: Microarchitectural Perspectives“, IEEE Transactions on Computers. 72 (11), 2023. DOI: https://doi.org/10.1109/TC.2023.3285094 

Preprints

•  "A survey of hardware-based malware detection approach", ArXiV, 2023, DOI: https://doi.org/10.48550/arXiv.2303.12525.

Conferences

• "Hardware-based stack buffer overflow attack detection on RISC-V architectures". RISC-V Summit Europe 2024 (paper)

• "POSTER: Enabling an OpenStack-based cloud on top of RISC-V hardware". RISC-V Summit Europe 2024 (paper)

• "Vitamin-V: Expanding Open-Source RISC-V Cloud Environments". RISC-V Summit Europe 2024 (paper)

• "Harpocrates: Breaking the Silence of CPU Faults through Hardware-in-the-Loop Program Generation". ISCA 2024 (paper)

• "SimPoint-Based Microarchitectural Hotspot & Energy-Efficiency Analysis of RISC-V OoO CPUs".  ISPASS 2024 (paper)

• "Silent Data Corruptions in Computing Systems: Early Predictions and Large-Scale". IEEE European Test Symposium  (paper)

• "Detection of Hardware Based Attacks Using Performance Counters", HiPEAC 2024 (poster)

• "Malware detection using opcodes and machine learning", HiPEAC 2024 (poster)

• "Silent  Data Corruptions: The Stealthy Saboteurs of Digital Integrity", 2023 IEEE 29th International Symposium on On-Line Testing and Robust System Design (IOLTS) (paper)

• "Hypervisor Extension for a RISC-V Processor". RISC-V Summit Europe 2023  (poster) (paper)

• "Validation, Verification, and Testing (VVT) of future RISC-V powered cloud infrastructures: the VITAMIN-V Horizon Europe Project perspective ". 2023 IEEE European Test Symposium, (paper) 

• "Silent data errors: Sources, Detection and modeling". VTS, IEEE 41st  VLSI Test Symposium (paper)

• "Challenges and Opportunities for RISC-V Architectures towards Genomics-based Workloads".. ISC, First International workshop on RISC-V for HPC (paper)

• "VITAMIN-V: Virtual Environment and Tool-boxing for Trustworthy Development of RISC-V based Cloud Services". HiPEAC 2023 (poster)

Invited talks

• "Vitamin-V: Expanding Open-Source RISC-V Cloud Environments", RISC-V Summit Europe 2024. (presentation)

• "Vitamin-V: Open-Source RISC-V Cloud Environments", EUCEI RIAs Showcase #6 - Presenting the future of open source for cloud services. (presentation)

• "Presentación del proyecto europeo Vitamin-V",XIV Seminario de Invierno CAPAP-H, Red-RISC-V. (presentation)

• "Vitamin-V: Pushing for a Trustworthy RISC-V-based Cloud Stack", Computing Continuum of Cloud, Edge and IoT Technologies Workshop, HiPEAC 2024, (presentation)

• “Dynamic Memory Expansion with Hardware-Accelerated Compression”, 33rd International Conference on Field-Programmable Logic and Applications (presentation)

• "VITAMIN-V: pushing for a complete hardware/software RISC-V stack for IoT/Cloud". HiPEAC 2023 

• "VITAMIN-V project overview". HiPEAC 023 (presentation)

Showcases/Demos

• "OpenStack port to RISC-V", Mobile World Congress 2024. (video)

Outreach activities

• "Vitamin-V: una plataforma pionera de codi obert per a la nova generació \\d’aplicacions al núvol". GenCat

• "QEMU-based emulation platform integrated with a first limited version of the compressed memory manager software (demo)". Industrial Exhibition of the SuperComputing 2023 (Demo)

• “Plans about RISC-V extensions for memory compression”, presentation at the Göteborg RISC-V Group (Gbg RISC-V meetup #1)

• “Com els supercomputadors poden ajudar a entendre l'Alzheimer i altres malalties?”, presentation at Nit de la Recerca at Berga

• "VITAMIN-V: Vitamines per un núvol de codi obert basat en RISC-V". Fira del coneixement 2023 (poster)