On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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2 results for “KDDCup99”

A Robust Comparison of the KDDCup99 and NSL-KDD IoT Network Intrusion Detection Datasets Through Various Machine Learning Algorithmscs.LG

Project compares KDDCup99 and NSL-KDD datasets using ML classifiers.

problem Quality and bias in IoT network intrusion detection datasets.

method Evaluation of various ML classifiers on both datasets.

result NSL-KDD dataset is of higher quality with lower bias.

IoT networks intrusion detection KDDCup99 NSL-KDD Machine Learning

2019-12-31abs ↗pdf ↗

MSTREAM: Fast Anomaly Detection in Multi-Aspect Streamscs.LG

MSTREAM detects anomalies in multi-aspect data streams.

problem Detecting unusual group anomalies in dynamic multi-aspect data.

method Online streaming multi-aspect anomaly detection framework.

result MSTREAM outperforms state-of-the-art baselines.

anomaly detection multi-aspect data streaming unsupervised dynamic graph

2020-09-17abs ↗pdf ↗