SOTAVerified

Semi-supervised Anomaly Detection

Papers

Showing 5160 of 76 papers

TitleStatusHype
Using Channel State Information for Physical Tamper Attack Detection in OFDM Systems: A Deep Learning Approach0
Abnormal Event Detection in Videos using Spatiotemporal AutoencoderCode0
Anomaly Detection by Recombining Gated Unsupervised ExpertsCode0
Deep Positive-Unlabeled Anomaly Detection for Contaminated Unlabeled DataCode0
SADDE: Semi-supervised Anomaly Detection with Dependable ExplanationsCode0
An overview of deep learning based methods for unsupervised and semi-supervised anomaly detection in videosCode0
Self-Taught Semi-Supervised Anomaly Detection on Upper Limb X-raysCode0
PATH: A Discrete-sequence Dataset for Evaluating Online Unsupervised Anomaly Detection Approaches for Multivariate Time SeriesCode0
Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty DetectionCode0
Understanding Bias in Anomaly Detection: A Semi-Supervised View with PAC GuaranteesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SS-Model + WS-Model + Sultani et al.AUC0.85Unverified
2SS-ModelAUC0.82Unverified
3LSTM-AEAUC0.54Unverified
4s2-VAEAUC0.54Unverified