Anomaly Detection in Automobile Control Network Data with Long Short-Term Memory Networks

2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA) ◽

10.1109/dsaa.2016.20 ◽

2016 ◽

Cited By ~ 77

Author(s):

Adrian Taylor ◽

Sylvain Leblanc ◽

Nathalie Japkowicz

Keyword(s):

Anomaly Detection ◽

Short Term Memory ◽

Network Data ◽

Control Network ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

Real-Time Anomaly Detection in Distribution Grids Using Long Short Term Memory Network

10.1109/epec52095.2021.9621640 ◽

2021 ◽

Author(s):

Ming Zhou ◽

Petr Musilek

Keyword(s):

Anomaly Detection ◽

Real Time ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Memory Network ◽

Long Short Term Memory ◽

Distribution Grids

Important Scene Detection Based on Anomaly Detection using Long Short-Term Memory for Baseball Highlight Generation

2020 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan) ◽

10.1109/icce-taiwan49838.2020.9258242 ◽

2020 ◽

Author(s):

Kaito Hirasawa ◽

Keisuke Maeda ◽

Takahiro Ogawa ◽

Miki Haseyama

Keyword(s):

Anomaly Detection ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Scene Detection ◽

Long Short Term Memory

Collective Anomaly Detection Based on Long Short-Term Memory Recurrent Neural Networks

Future Data and Security Engineering - Lecture Notes in Computer Science ◽

10.1007/978-3-319-48057-2_9 ◽

2016 ◽

pp. 141-152 ◽

Cited By ~ 44

Author(s):

Loïc Bontemps ◽

Van Loi Cao ◽

James McDermott ◽

Nhien-An Le-Khac

Keyword(s):

Neural Networks ◽

Anomaly Detection ◽

Recurrent Neural Networks ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory ◽

Collective Anomaly

Anomaly Detection Using Long Short-Term Memory

2020 International Conference on Electronics and Sustainable Communication Systems (ICESC) ◽

10.1109/icesc48915.2020.9155897 ◽

2020 ◽

Author(s):

Smita Parsai ◽

Sachin Mahajan

Keyword(s):

Anomaly Detection ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

Long short-term memory based operation log anomaly detection

2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI) ◽

10.1109/icacci.2017.8125846 ◽

2017 ◽

Cited By ~ 18

Author(s):

R. Vinayakumar ◽

K. P. Soman ◽

Prabaharan Poornachandran

Keyword(s):

Anomaly Detection ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

Long short‐term memory based anomaly detection: A case study of China railway passenger ticketing system

IET Intelligent Transport Systems ◽

10.1049/itr2.12007 ◽

2020 ◽

Author(s):

Ze Xie ◽

Jiansheng Zhu ◽

Fuzhang Wang ◽

Wen Li ◽

Tuo Wang

Keyword(s):

Anomaly Detection ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory ◽

China Railway ◽

Railway Passenger

Anomaly detection of earthquake precursor data using long short-term memory networks

Applied Geophysics ◽

10.1007/s11770-019-0774-1 ◽

2019 ◽

Vol 16 (3) ◽

pp. 257-266 ◽

Cited By ~ 1

Author(s):

Yin Cai ◽

Mei-Ling Shyu ◽

Yue-Xuan Tu ◽

Yun-Tian Teng ◽

Xing-Xing Hu

Keyword(s):

Anomaly Detection ◽

Short Term Memory ◽

Earthquake Precursor ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

Anomaly detection in ECG time signals via deep long short-term memory networks

2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) ◽

10.1109/dsaa.2015.7344872 ◽

2015 ◽

Cited By ~ 77

Author(s):

Sucheta Chauhan ◽

Lovekesh Vig

Keyword(s):

Anomaly Detection ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Time Signals ◽

Long Short Term Memory

Energy Anomaly Detection in Industrial Applications with Long Short-term Memory-based Autoencoders

Procedia CIRP ◽

10.1016/j.procir.2021.11.031 ◽

2021 ◽

Vol 104 ◽

pp. 182-187

Author(s):

Can Kaymakci ◽

Simon Wenninger ◽

Alexander Sauer

Keyword(s):

Anomaly Detection ◽

Short Term Memory ◽

Industrial Applications ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

Anomaly Detection Models Based on Context-Aware Sequential Long Short-Term Memory Learning

2019 IEEE Global Communications Conference (GLOBECOM) ◽

10.1109/globecom38437.2019.9014287 ◽

2019 ◽

Author(s):

Lu Xu ◽

Zhongzhi Luan ◽

Carol Fung ◽

Da Ye ◽

Depei Qian

Keyword(s):

Anomaly Detection ◽

Short Term Memory ◽

Context Aware ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory