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Coupled-Space Attacks against Random-Walk-based Anomaly Detection
Random Walks-based Anomaly Detection (RWAD) is commonly used to identify anomalous patterns in various applications. An intriguing characteristic of RWAD is that the input graph... -
Moving Metric Detection and Alerting System at eBay
eBay product health metrics for different domain teams to monitor -
IoT testbed dataset
The IoT testbed dataset contains data from various IoT devices under different attack conditions. -
Robust Anomaly Detection for Multivariate Time Series
Robust anomaly detection for multivariate time series through stochastic recurrent neural network. -
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... -
Remote Patient Monitoring (RPM) dataset
Remote Patient Monitoring (RPM) dataset, containing data from smart health devices and home sensors. -
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... -
UCSD Peds1 and UCSD Peds2
Anomaly detection in crowded scenes -
Twitch Plays Pokemon
The dataset is a collection of user messages, commands, time, and user information from the Twitch Plays Pokemon game. -
KolektorSDD2
The KolektorSDD2 dataset is a dataset containing 3,335 color images of defective production items, with defects localized using pixel-wise masks. -
N-BaIoT dataset
The N-BaIoT dataset is a large dataset of network traffic traces from various IoT devices, including botnets. -
Spot-the-difference self-supervised pre-training for anomaly detection and se...
The Spot-the-difference self-supervised pre-training for anomaly detection and segmentation dataset. -
CICIDS2017
The CICIDS2017 dataset was collected 2 years after the UNSW NB-15 data. The collection took place for a week. On each day attacks such as: Brute Force FTP, Brute Force SSH, DoS,... -
Source-Agnostic Gravitational-Wave Detection with Recurrent Autoencoders
A dataset of synthetic data generated for gravitational wave detection, consisting of 400,000 noise samples and 64,000 signal samples. -
Towards Total Recall in Industrial Anomaly Detection
Towards total recall in industrial anomaly detection. -
UEA Archive
The UEA archive is a collection of multivariate time series datasets where classification is of importance. -
UCR Archive
The UCR archive is a collection of univariate time series datasets where classification is of importance.
