SOTAVerified

Semi-supervised Anomaly Detection

Papers

Showing 5160 of 76 papers

TitleStatusHype
Understanding Bias in Anomaly Detection: A Semi-Supervised View with PAC GuaranteesCode0
ESAD: End-to-end Deep Semi-supervised Anomaly Detection0
Using Channel State Information for Physical Tamper Attack Detection in OFDM Systems: A Deep Learning Approach0
Change-point detection in wind turbine SCADA data for robust condition monitoring with normal behaviour modelsCode1
Graph Fairing Convolutional Networks for Anomaly DetectionCode0
Anomaly Detection by Recombining Gated Unsupervised ExpertsCode0
Neural Batch Sampling with Reinforcement Learning for Semi-Supervised Anomaly Detection0
Brain Tumor Anomaly Detection via Latent Regularized Adversarial Network0
Anomaly Detection with Domain Adaptation0
A Characteristic Function for Shapley-Value-Based Attribution of Anomaly ScoresCode0
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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