Anomaly Detection - Groups

Spot-the-difference

Spot-the-difference self-supervised pre-training for anomaly detection and segmentation.

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DMAD: Dual Memory Bank for Real-World Anomaly Detection

Training a unified model is considered to be more suitable for practical industrial anomaly detection scenarios due to its generalization ability and storage efficiency....

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MINIST

MINIST: This is a subset of the MINST hand-written digits dataset, created for the outlier detection task in Outlier Detection DataSets. It contains a total of 7603 images, with...

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KDD-99

KDD-99: The dataset contains network intrusion data with 41 features and 4 types of attacks. We randomly sampled 10, 000 benign data and 100 anomaly data for the experiment.

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Paper-Author

Paper-Author: This dataset contains papers crawled from the arXiv preprint database. Nodes U represent papers, while nodes V represent authors. An edge ⟨u, v⟩ indicates that the...

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Moving Metric Detection and Alerting System at eBay

eBay product health metrics for different domain teams to monitor

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Rotating Machine Dataset

Vibration sensor data from five rotating machines

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NASA IMS Bearing Dataset

Vibration sensor data from four bearings

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Federated Learning for Autoencoder-based Condition Monitoring in the Industri...

Two real-world datasets for condition monitoring and anomaly detection in rotating machines

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Clinical Brain CT Scans

Clinical brain CT scans dataset used for anomaly detection in brain CT scans

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IoT testbed dataset

The IoT testbed dataset contains data from various IoT devices under different attack conditions.

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ISCXTor2016

The dataset used in this paper for anomaly multimedia traffic identification in graynet.

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KDD Cup 1999 Dataset

The KDD Cup 1999 dataset contains a set of instances that represent connections to a military computer network.

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Robust Anomaly Detection for Multivariate Time Series

Robust anomaly detection for multivariate time series through stochastic recurrent neural network.

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KDDCUP99 dataset

The dataset used in this paper is the KDDCUP99 dataset, which contains network traffic data from a military network.

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FAIR: Frequency-aware Image Restoration for Industrial Visual Anomaly Detection

Image reconstruction-based anomaly detection models are widely explored in industrial visual inspection. However, existing models usually suffer from the trade-off between...

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Remote Patient Monitoring (RPM) dataset

Remote Patient Monitoring (RPM) dataset, containing data from smart health devices and home sensors.

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X-MAN

A dataset for evaluating anomaly explanation methods. It contains 22,722 manually labelled frames in ShanghaiTech, Avenue, and UCSD Ped2.

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SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial Datasets

Geospatial datasets are diverse, naturally spatiotemporal, and inherently multimodal (composed of two or more distinct signal types or modalities) e.g., satellite/aerial imagery...

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Time series forecasting to detect anomalous behaviours in Multiphase Flow Meters

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135 datasets found