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Runjie Liu
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Publications (4)
Proceedings Article | 6 June 2024 Paper
Real-time traffic intrusion detection based on CNN-LSTM deep neural networks
Runjie Liu, Yinpu Ma, Xu Gao, Lianji Zhang
Proceedings Volume 13175, 131750D (2024) https://doi.org/10.1117/12.3031914
KEYWORDS: Computer intrusion detection, Feature extraction, Neural networks, Deep learning
Proceedings Article | 7 December 2023 Paper
A novel network security situation assessment technology for zero-day attacks based on improved adversarial autoencoder
Runjie Liu, Yiyang Liu, Le Chen
Proceedings Volume 12941, 1294153 (2023) https://doi.org/10.1117/12.3011827
KEYWORDS: Network security, Data modeling, Education and training, Security technologies, Network architectures, Machine learning, Feature extraction, Deep learning, System identification, Computer security
Proceedings Article | 7 December 2023 Paper
A detection methodology for SQL injection attacks based on the TF-IDF-CHI algorithm
Runjie Liu, Wenbo Zhang
Proceedings Volume 12941, 129410N (2023) https://doi.org/10.1117/12.3011777
KEYWORDS: Detection and tracking algorithms, Feature extraction, Statistical methods, Education and training, Decision trees, Data modeling, Analytical research, Matrices, Machine learning, Reliability
Proceedings Article | 7 December 2023 Paper
Chaotic multi-group optimization algorithm based on heterogeneous computing
Runjie Liu, Genhao Cai, Le Chen, Siqi Wang
Proceedings Volume 12941, 129411P (2023) https://doi.org/10.1117/12.3011967
KEYWORDS: Particles, Particle swarm optimization, Mathematical optimization, Chaos, Image processing, Parallel computing, Graphics processing units, Evolutionary optimization, Evolutionary algorithms, Algorithm development
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