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Never Settle.
🌍
Never Settle.
28 followers · 31 following

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Achievement: StarstruckAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

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smagnani96/README.md

Hi 👋, I'm Simone Magnani 🇮🇹

Software Engineer at Isovalent at Cisco, working on the Cilium project. 🐝

PhD Defense in Cybersecurity and Reliable Artificial Intelligence scheduled for September 2024 🎓

smagnani96

Connect with me:

simone-magnani-564830151 @simonemagnani.96 smagnani96 @smagnani96

Main Programming Languages DevOps:

python go c cplusplus ebpf linux ubuntu git github githubactions kubernetes docker pytorch tensorflow scikitlearn pandas bash vagrant

Others:

java android arduino css3 html5 javascript nodejs php react

Scientific Publications:

[1] S. Magnani, F. Risso and D. Siracusa, "A Control Plane Enabling Automated and Fully Adaptive Network Traffic Monitoring With eBPF," in IEEE Access, vol. 10, pp. 90778-90791, 2022

[2] R. Doriguzzi-Corin, S. Cretti, T. Catena, S. Magnani, and D. Siracusa, "Towards Application-Aware Provisioning of Security Services with Kubernetes," in Proc. of 2022 NetSoft, pp. 284-286

[3] S. Magnani, R. Doriguzzi-Corin and D. Siracusa, "Enhancing Network Intrusion Detection: An Online Methodology for Performance Analysis," in Proc. of 2023 IEEE NetSoft, pp. 510-515

[4] S. Magnani, S. Braghin, A. Rawat, R. Doriguzzi-Corin, M. Purcell, and D. Siracusa, "Pruning Federated Learning Models for Anomaly Detection in Resource-Constrained Environments," in Proc. of 2023 IEEE BigData pp. 3274-3283

[5] Ongoing - S. Magnani, S. Braghin, L. Nedoshivina, R. Doriguzzi-Corin, and D. Siracusa, “INTELLECT: Federated Learning for Adaptable Intrusion Detection Systems”, preprint in arXiv, submitter to Elsevier Computer&Security

[6] Accepted - S. Magnani, S. Braghin, S. Tirupathi, R. Doriguzzi-Corin, and D. Siracusa, “Online Learning and Model Pruning Against Concept Drifts in Edge Devices,” in Proc. of 2024 NetSoft

smagnani96

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  1. polycube-network/polycube polycube-network/polycube Public

    eBPF/XDP-based software framework for fast network services running in the Linux kernel.

    C++ 497 100

  2. dechainers/dechainy dechainers/dechainy Public

    An open source framework to easily build and deploy eBPF/XDP network monitoring probes and clusters in order to perform Service Programs Chain efficiently.

    Python 25 2

  3. netgroup-polito/CrownLabs netgroup-polito/CrownLabs Public

    Kubernetes-based Remote Laboratories

    Go 101 41

  4. eBPF_TrafficAnalyzer eBPF_TrafficAnalyzer Public archive

    eBPF C programs injectable in a network card to extract packets' features for detecting different network attacks.

    Python 12 3

  5. netgroup-polito/KubernetesOnDesktop netgroup-polito/KubernetesOnDesktop Public

    University Project with the aim of running user applications on a remote cluster

    Shell 4 2

  6. This guide is supposed to help peopl... This guide is supposed to help people experiencing problems with the Nvidia dedicated graphic card management.
    1 
    # Linux - Nvidia switchable setup guide
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    The aim of this guide is to provide a working strategy to make your dedicated graphic card turn on/off correctly in a Linux environment (with xorg).
    
              
    
              
    
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    The following scripts have been created by [tyrells](https://bbs.archlinux.org/viewtopic.php?pid=1825298#p1825298) and this guide is a remake of [Graff](https://bbs.archlinux.org/viewtopic.php?id=238389&p=5)'s one.
    
              
    
          
    
    
    
  
    

    7.