Publications

Journals

• "Automatic linux malware detection using binary inspection and runtime opcode tracing". Microprocessors and Microsystems 120, 105237, 1-8 (2026). DOI: https://doi.org/10.1016/j.micpro.2025.105237 

• "Federated transfer learning-based intrusion detection system in 5G networks". Expert Systems with Applications 305, 130868, 1-13 (2026). DOI: https://doi.org/10.1016/j.eswa.2025.130868 

• "Multi Hardware-Attack Dataset and ML-Based Detection using Processor Stress Patterns on x86". WiPiEC Journal 11(1), 7, 36-42 (2025). DOI: https://doi.org/10.64552/wipiec.v11i1.94 

• "Enhancing cibersecurity in railways: Machine Learning Approaches for Attack Detection". International Journal of Critical Infrastructure Protection,  50, 100788, 1-15 (2025). DOI: https://doi.org/10.1016/j.ijcip.2025.100788

• "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 

Datasets

• RISC-V hardware attack traces on gem5 O3 CPU performance and instruction counters (HARPY-V-GEM5 Dataset), Oct 2025, DOI: https://doi.org/10.34810/data2711. 

• RISC-V hardware attack traces on on-chip hardware performance counters (HARPY-V Dataset), Sept 2025, DOI: https://doi.org/10.34810/data2538.

• Replication Data for: Hardware Attack detectoR via Performance counters anskYsis Dataset (HARPY Dataset), Jan 2025, DOI: https://doi.org/10.34810/data1982.

Preprints

• "Enabling an OpenStack-based cloud on top of RISC-V hardware", ArXiV, 2024, DOI:  https://doi.org/10.48550/arXiv.2407.12008.

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

Conferences

• "Enabling Realistic Virtualized Cloud Workload Evaluation in RISC-V". Computer Architecture Modeling and Simulation (CAMS 2025) (paper)

• "VITAMIN-VOpen Challenges for a Production-ready Cloud Environment on top of RISC-V hardware". RISC-V Summit Europe 2025 (poster)

• "Enabling Syscall Interception on RISC-V". RISC-V Summit Europe 2025 (poster)

• "NAVIgator: Exploring the Voltage Limits of AMD NAVI GPUs for Energy Efficient Computing". IEEE Symposium on On-Line Testing (IOLTS 2025) (paper)

• "Evaluating ECC for Cache Reliability Under Multi-Bit Upsets: A Design Space Exploration". IEEE Symposium on On-Line Testing (IOLTS 2025) (paper)

• "Accurate Analysis of Silent Data Corruptions in Programmable AI Accelerator Microarchitectures". IEEE Symposium on On-Line Testing (IOLTS 2025) (paper)

• "vACE: Exploring the Design Space of Vector Processing Units for Soft Error Vulnerability". 2025 IEEE International Symposium on Workload Characterization (paper)

• "Benchmarking Support for RISC-V CPUs in Serverless Computing". 2025 IEEE International Symposium on Workload Characterization (poster)

• "From Gates to SDCs: Understanding Fault Propagation Through the Compute Stack". DATE 2025 (paper)

• "Runtime Energy Monitoring for RISC-V Soft-Cores". The 19-th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2025) (paper)

• "Zero-Day Hardware-Supported Malware Detection of Stack Buffer Overflow attacks: an application exploiting the CV32e40p RISC-V core". 2025 IEEE 26th Latin American Test Symposium (LATS) (paper)

• "Multi Hardware-Attack Dataset and ML-Based Detection using Processor Stress Patterns on x86". 28th Euromicro Conference on Digital System Design (DSD 2025) (paper)

• "Enabling the syscall intercept library for RISC-V". Supercomputing '25 Conference (paper)

• "Veritas – Demystifying Silent Data Corruptions: μArch-Level Modeling and Fleet Data of Modern x86 CPUs". HPCA 2025 (paper)

• "Vitamin-V: Serverless Cloud Computing Porting on RISC-V". International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS) 2024 (paper)

• "Vitamin-V: Serverless Cloud Software Porting Progress". International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS) 2024 (paper)

• "Security and RAS in the Computing Continuum". 37th IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT 2024) (paper)

• "Malware Detection on Linux Using Runtime Opcode Tracing". 37th IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT 2024) (paper)

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

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

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

• "Fast, Accurate and Distributed Simulation of novel HPC systems incorporating ARM and RISC-V CPUs". HPDC 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)

• "VITAMIN-V: Virtual Environment and Tool-Boxing for Trustworthy Development of RISC-V-Based Cloud Services — Hardware-based Stack Buffer Overflow Attack Detection on RISC-V Architectures". IEEE European Test Symposium 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)

• "VITAMIN-V: Virtual Environment and Tool-boxing for Trustworthy Development of RISC-V based Cloud Services". 26th Euromicro Conference Series on Digital System Design (DSD 2023) (paper) 

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

• "VOSySmonitoRV: a mixed-criticality solution on Linux-capable RISC-V platforms". RISC-V Summit Europe 2023  (poster)

• "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: Virtual Environment and Tool-boxing for Trustworthy Development of RISC-V based Cloud Service", AI Computing Continuum, Brussels 2025, (presentation)

• "The RISC-V Hypervisor Extension in gem5". ISCA 2025 (presentation)

• "Building, running and testing Kubernetes on RISC-V". HiPEAC 2025 (presentation)

• "Vitamin-V: Virtual Environment and Tool-boxing for Trustworthy Development of RISC-V based Cloud Service", Computing Continuum of Cloud, Edge and IoT Technologies Workshop, HiPEAC 2025, (presentation)

• "Building, running and testing Kubernetes on RISC-V". 1st Open-Source RISC-V Software Workshop. Co-located with the RISC-V Summit Europe 2024 (presentation) 

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

• "Vitamin-V: Virtual Environment and Tool-boxing for Trustworthy Development of RISC-V based Cloud Service", Nexus Forum Submit 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  (presentation)

• "VITAMIN-V project overview". HiPEAC 2023  

Showcases/Demos

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

Outreach activities

• "Integrating artificial intelligence into cybersecurity for critical infrastructure protection ". Research café 18: Data security (presentation pp.18-35)

• "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)

• "Semidynamics attendence on the SEDEX 2023, a Semiconductor Exhibition in Korea". SEDEX Korea Semiconductor (exhibition)

• “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)