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[meta] | ||
title="Part 1 or Real-time threat Detection - This notebook demonstrates the application of SingleStoreDB's similarity search to create a system | ||
for identifying infrequent occurrences, a common requirement in fields such as cybersecurity | ||
and fraud detection where only a small percentage of events are potentially malicious. | ||
" | ||
title="IT Threat Detection, Part 1" | ||
description=""" | ||
Part 1 or Real-time threat Detection - This notebook demonstrates the | ||
application of SingleStoreDB's similarity search to create a system | ||
for identifying infrequent occurrences, a common requirement in fields such as cybersecurity | ||
and fraud detection where only a small percentage of events are potentially malicious.""" | ||
icon="browser" | ||
tags=["iot", "cybersecurity", "training", "vectordb"] | ||
destinations=["spaces"] | ||
destinations=["spaces"] |
528 changes: 527 additions & 1 deletion
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notebooks/network-intrusion-detection-part-1/notebook.ipynb
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[meta] | ||
title="Part 2 or Real-time threat Detection - Validate the accuracy of the threat detection model with a test dataset | ||
" | ||
title="IT Threat Detection, Part 2" | ||
description="""\ | ||
Part 2 or Real-time threat Detection - Validate the accuracy of the | ||
threat detection model with a test dataset""" | ||
icon="browser" | ||
tags=["iot", "cybersecurity", "training", "vectordb"] | ||
destinations=["spaces"] | ||
destinations=["spaces"] |
651 changes: 650 additions & 1 deletion
651
notebooks/network-intrusion-detection-part-2/notebook.ipynb
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[meta] | ||
title="Part 3 or Real-time threat Detection - Integrate with Kafka, run and visualize Threat Detection on incoming logs. | ||
This notebook requires adjustments to work out of the box." | ||
title="IT Threat Detection, Part 3" | ||
description=""" | ||
Part 3 or Real-time threat Detection - Integrate with Kafka, run | ||
and visualize Threat Detection on incoming logs. | ||
This notebook requires adjustments to work out of the box.""" | ||
icon="browser" | ||
tags=["iot", "cybersecurity", "training", "vectordb", "kafka", "pipeline", "realtime"] | ||
destinations=["spaces"] | ||
destinations=["spaces"] |
444 changes: 443 additions & 1 deletion
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notebooks/network-intrusion-detection-part-3/notebook.ipynb
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