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@stratosphereips

Stratosphere IPS

Cybersecurity Research Laboratory at the Czech Technical University in Prague. Creators of Slips, a free software machine learning-based behavioral IDS/IPS.

Welcome to the Stratosphere Research Laboratory GitHub 👋

Our group conducts research at the intersection of machine learning, cybersecurity and helping others. We are part of the Artificial Intelligence Center, Faculty of Electrical Engineering, Czech Technical University in Prague.

About

Stratosphere was founded in 2013 by Sebastian Garcia. Since then, our group has been home to dozen of researchers around the world commited to making the world a better place.

Our Datasets

One of our flagship contributions to the community is our cybersecurity datasets of malware network traffic. Here are some of our datasets that we love most:

Our Projects

Here are some of our projects that we love most:

Our Teaching

Since 2017, we teach the Introduction to Security class at the Czceh Technical University in Prague. In 2024, this course was open to anyone in the world as a massive open online course (MOOC). Read more in our class website: https://cybersecurity.bsy.fel.cvut.cz

Join our community

📡 We have a Discord server that you can join to ask questions, interact with our members and get updates about our team activities!

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  1. StratosphereLinuxIPS StratosphereLinuxIPS Public

    Slips, a free software behavioral Python intrusion prevention system (IDS/IPS) that uses machine learning to detect malicious behaviors in the network traffic. Stratosphere Laboratory, AIC, FEL, CV…

    Python 716 178

  2. awesome-ml-privacy-attacks awesome-ml-privacy-attacks Public

    An awesome list of papers on privacy attacks against machine learning

    567 88

  3. AIVPN AIVPN Public

    The AI VPN provides an security assessment of VPN clients' network traffic to identify cyber security threats.

    CSS 83 19

  4. zeek_anomaly_detector zeek_anomaly_detector Public

    A completely automated anomaly detector Zeek network flows files (conn.log).

    Python 74 32

  5. ip_enrich ip_enrich Public

    Enrich IP addresses with metadata and threat intelligence indicators.

    Python 21 5

  6. netflowlabeler netflowlabeler Public

    A configurable rule-based labeling tool for network flow files.

    Python 15 4

Repositories

Showing 10 of 121 repositories
  • stratocyberlab Public

    Stratosphere Cyber Range to learn cybersecurity attacking and defending techniques locally in your computer

    stratosphereips/stratocyberlab’s past year of commit activity
    Python 60 GPL-2.0 18 5 3 Updated Dec 4, 2024
  • NetSecGame Public

    An environment simulation for networks security tasks for development and testing AI based agents. Part of AI Dojo project

    stratosphereips/NetSecGame’s past year of commit activity
    Jupyter Notebook 40 GPL-2.0 5 12 0 Updated Dec 3, 2024
  • StratosphereLinuxIPS Public

    Slips, a free software behavioral Python intrusion prevention system (IDS/IPS) that uses machine learning to detect malicious behaviors in the network traffic. Stratosphere Laboratory, AIC, FEL, CVUT in Prague.

    stratosphereips/StratosphereLinuxIPS’s past year of commit activity
  • IDPS-Comparison-Tool-Scripts Public

    Contains the scripts needed to extract the information used by our IDPS comparison tool

    stratosphereips/IDPS-Comparison-Tool-Scripts’s past year of commit activity
    Python 1 GPL-2.0 0 0 0 Updated Nov 26, 2024
  • dataset-hornet-tools Public

    Repository to host the tools used to process and analyze the data for the Stratosphere CTU Hornet datasets.

    stratosphereips/dataset-hornet-tools’s past year of commit activity
    Python 0 GPL-2.0 0 6 0 Updated Nov 25, 2024
  • .github Public
    stratosphereips/.github’s past year of commit activity
    1 0 0 0 Updated Nov 17, 2024
  • AIP Public

    The Attacker IP Prioritizer(AIP) dynamically generates resource-friendly IPv4 blocklists from Zeek network flows.

    stratosphereips/AIP’s past year of commit activity
    Python 32 GPL-3.0 9 16 1 Updated Nov 13, 2024
  • stratosphereips/IDPS-Comparison-Tool’s past year of commit activity
    Python 1 GPL-2.0 0 1 0 Updated Nov 13, 2024
  • feel_project Public

    Code repository for FEEL project

    stratosphereips/feel_project’s past year of commit activity
    Jupyter Notebook 1 GPL-2.0 0 0 0 Updated Nov 8, 2024
  • talks Public

    A repository of slides and artifacts of some of our talks

    stratosphereips/talks’s past year of commit activity
    7 1 0 0 Updated Nov 4, 2024