NSL-KDD

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// recent coverage 2 mentions

16:13

2026-08-23

dev.to

machine-learning

Why Most ML Firewalls Fail (And How We Fixed It with a Honeypot Feedback Loop)

Researchers at an undisclosed institution developed an AI-driven intrusion prevention system that uses a honeypot feedback loop to reduce false positives from 1.13% to 0.0068%. The architecture, detai…

04:00

2026-08-17

machinebrief.com

machine-learning

Revisiting Energy-based Tabular Anomaly Detection: Energy and Reconstruction are Complementary

A study from arXiv (2608.14186) finds that a two-hidden-layer Deep Boltzmann Machine (DBM) matches the Autoencoder baseline on UCI Bank Marketing and statistically beats it on NSL-KDD, while outperfor…

// co-occurs with top 8 entities

Deep Boltzmann Machine 1 Autoencoder 1 UCI Bank Marketing 1 Isolation Forest 1 OCSVM 1 LOF 1 COPOD 1 IEEE 1

// topics top 5 topics

machine learning 2 artificial intelligence 1 ai safety 1 ai infrastructure 1 ai research 1