TransFlowLog: Log Anomaly Detection Based on Transformer Encoder and Interflow Decoder-Reference-Cited by-同舟云学术

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TransFlowLog: Log Anomaly Detection Based on Transformer Encoder and Interflow Decoder

Published:2023-12-17 Issue: Volume: Page:1371-1378
ISSN:
Container-title:2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS)
language:
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Author:

Lin Zaichao¹,Lu Siyang¹,Han Ningning¹,Wang Dongdong²,Wei Xiang³,Wang Mingquan⁴

Affiliation:

1. Beijing Jiaotong University,School of Computer and Information Technology,Beijing,China

2. University of Central Florida,Department of Civil, Environmental and Construction Engineering,Orlando,FL,US

3. Beijing Jiaotong University,School of Software Engineering,Beijing,China

4. China Academy of Launch Vehicle Technology,Beijing,China

Funder

National Natural Science Foundation of China

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10475889/10475881/10476105.pdf?arnumber=10476105

Reference25 articles.

1. DeepEAD: Explainable Anomaly Detection from System Logs

2. CausalConvLSTM: Semi-Supervised Log Anomaly Detection Through Sequence Modeling

3. A Review of Machine Learning and Deep Learning Applications

4. SKDLog: Self-Knowledge Distillation-based CNN for Abnormal Log Detection

5. SSDLog: a semi-supervised dual branch model for log anomaly detection

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