Bidirectional Long Short-Term Memory (BI-LSTM) with Attention Mechanism

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• Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU), and Recurrent Neural Network (RNN)
• Attention Mechanism/Model
• Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification | Peng Zhou, Wei Shi, Jun Tian, Zhenyu Qi, Bingchen Li, Hongwei Hao, Bo Xu
• Cybersecurity
  • Recurrent Neural Network Language Models for Open Vocabulary Event-Level Cyber Anomaly Detection
  • Deep Learning for Unsupervised Insider Threat Detection in Structured Cybersecurity Data Streams
  • SafeKit | Pacific Northwest National Laboratory (PNNL) - GitHub