Concepedia

SeMalBERT: Semantic-based malware detection with bidirectional encoder representations from transformers

Junming Liu, Yuntao Zhao, Yongxin Feng, Yutao Hu, Xiangyu Ma

Journal of Information Security and Applications · 2023 · 22 citations · 12 references

Concepts

ComputingComputer ScienceCybersecurityComputer SecurityMachine LearningMalware AnalysisMalware ClassificationMalware Reverse EngineeringDeep Learning For Malware ClassificationDeep Learning-based Malware DetectionEncoder DesignMachine Learning-based Malware DetectionMalware Detection

References

12

MizAR 60 for Mizar 50

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 76.3K citations · Full text

Computing, Computer Science, Computational Linguistics +14

Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting

Xingjian Shi, Zhourong Chen, Hao Wang et al. · arXiv (Cornell University) · 2015 · 6.6K citations · Full text

Computing, Computer Science, Meteorology +16

IoMT Malware Detection Approaches: Analysis and Research Challenges

Mohammad Wazid, Ashok Kumar Das, Joel J. P. C. Rodrigues et al. · IEEE Access · 2019 · 189 citations · Full text

Computing, Computer Science, Cybersecurity +17

Deep learning for effective Android malware detection using API call graph embeddings

Abdurrahman Pektaş, Tankut Acarman · Soft Computing · 2019 · 169 citations

Computing, Computer Science, Cybersecurity +16

MCFT-CNN: Malware classification with fine-tune convolution neural networks using traditional and transfer learning in Internet of Things

Sudhakar, Sushil Kumar · Future Generation Computer Systems · 2021 · 132 citations

Computing, Computer Science, Cybersecurity +12