Concepedia

Detecting code vulnerabilities by learning from large-scale open source repositories

Rongze Xu, Zhanyong Tang, Guixin Ye, Huanting Wang, Xin Ke, Dingyi Fang, Zheng Wang

Journal of Information Security and Applications · 2022 · 11 citations · 31 references

Concepts

ComputingComputer ScienceCybersecurityMachine LearningSoftware EngineeringVulnerability AnalysisCode Obfuscation AnalysisReverse Engineering For Vulnerability DiscoverySoftware Vulnerability DiscoveryStatic Vulnerability AnalysisVulnerability ManagementCode Vulnerability AnalysisSource Code AnalysisSource Code Vulnerability AnalysisSource Code Vulnerability DetectionVulnerability Detection

References

31

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Efficient Estimation of Word Representations in Vector Space

Tomáš Mikolov, Kai Chen, Greg S. Corrado · arXiv (Cornell University) · 2013 · 18.1K citations · Full text

Computing, Computer Science, Computational Linguistics +16

The Stanford CoreNLP Natural Language Processing Toolkit

Christopher D. Manning, Mihai Surdeanu, John Bauer et al. · 2014 · 7.2K citations · Full text

Computing, Computer Science, Linguistics +13

Framewise phoneme classification with bidirectional LSTM and other neural network architectures

Alex Graves, Jürgen Schmidhuber · Neural Networks · 2005 · 5.5K citations

Computing, Computer Science, Machine Learning +9

Face recognition: a convolutional neural-network approach

Sandra Lawrence, C. Lee Giles, Ah Chung Tsoi et al. · IEEE Transactions on Neural Networks · 1997 · 3.1K citations

Computing, Computer Science, Computer Vision +13