Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural
Networks

Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks

25 October 2017

Ali Hassan Mirza

Suleyman Serdar Kozat

Papers citing "Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks"

18 / 18 papers shown

Title
GAL-MAD: Towards Explainable Anomaly Detection in Microservice Applications Using Graph Attention Networks Lahiru Akmeemana Chamodya Attanayake Husni Faiz Sandareka Wickramanayake MLAU AI4TS 69 0 0 31 Mar 2025
Learning Algorithms Made Simple Noorbakhsh Amiri Golilarz Elias Hossain Abdoljalil Addeh Keyan Alexander Rahimi AAML 52 0 0 11 Oct 2024
NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation Hao Dong Gaëtan Frusque Yue Zhao Eleni Chatzi Olga Fink AAML 39 5 0 20 Nov 2023
Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data Yuanyuan Wei Ju-Seong Jang Fariza Sabrina Wen Xu S. Çamtepe Aeryn Dunmore 16 4 0 21 Apr 2023
Interactive System-wise Anomaly Detection Guanchu Wang Ninghao Liu Daochen Zha Xia Hu AAML 22 1 0 21 Apr 2023
A Bi-LSTM Autoencoder Framework for Anomaly Detection -- A Case Study of a Wind Power Dataset Ahmed Shoyeb Raihan I. Imtiaz Ahmed AI4TS 14 8 0 17 Mar 2023
Navigating the Metric Maze: A Taxonomy of Evaluation Metrics for Anomaly Detection in Time Series Sondre Sørbø M. Ruocco AI4TS 34 19 0 02 Mar 2023
DTAAD: Dual Tcn-Attention Networks for Anomaly Detection in Multivariate Time Series Data Ling Yu AI4TS 28 27 0 17 Feb 2023
Training OOD Detectors in their Natural Habitats Julian Katz-Samuels Julia B. Nakhleh Robert D. Nowak Yixuan Li OODD 24 90 0 07 Feb 2022
Applications of Recurrent Neural Network for Biometric Authentication & Anomaly Detection Joseph M. Ackerson Rushit Dave Naeem Seliya 44 58 0 13 Sep 2021
Anomaly Detection: How to Artificially Increase your F1-Score with a Biased Evaluation Protocol Damien Fourure Muhammad Usama Javaid N. Posocco Simon Tihon 28 37 0 30 Jun 2021
Feature Encoding with AutoEncoders for Weakly-supervised Anomaly Detection Yingjie Zhou Xuchen Song Yanru Zhang Fanxing Liu Ce Zhu Lingqiao Liu UQCV 31 102 0 22 May 2021
Extending Isolation Forest for Anomaly Detection in Big Data via K-Means Md Tahmid Rahman Laskar J. Huang Vladan Smetana Chris Stewart Kees Pouw Aijun An Steve Chan Lei Liu 41 42 0 27 Apr 2021
Anomaly Detection in Beehives using Deep Recurrent Autoencoders Padraig Davidson M. Steininger Florian Lautenschlager Konstantin Kobs Anna Krause Andreas Hotho 23 21 0 10 Mar 2020
Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks P. Maciag Marzena Kryszkiewicz R. Bembenik J. Lobo Javier Del Ser AI4TS 29 55 0 18 Dec 2019
A Framework for End-to-End Deep Learning-Based Anomaly Detection in Transportation Networks Neema Davis G. Raina Krishna Jagannathan AI4TS 18 26 0 20 Nov 2019
A Combination of Temporal Sequence Learning and Data Description for Anomaly-based NIDS Nguyen Thanh Van T. N. Thinh Le Thanh Sach AI4TS 11 4 0 07 Jun 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 41 1,479 0 10 Jan 2019