Concepedia

Is GitHub’s Copilot as bad as humans at introducing vulnerabilities in code?

Owura Asare, Meiyappan Nagappan, N. Asokan

Empirical Software Engineering · 2023 · 101 citations · 24 references

Concepts

ComputingComputer ScienceCybersecurityComputer SecuritySoftware EngineeringVulnerability AnalysisCode Obfuscation AnalysisReverse Engineering For Vulnerability DiscoverySoftware MetricsSoftware Vulnerability DiscoveryStatic Vulnerability AnalysisCode Vulnerability AnalysisSource Code AnalysisSource Code Vulnerability Analysis

References

24

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Zhangyin Feng, Daya Guo, Duyu Tang et al. · 2020 · 2.4K citations · Full text

Computing, Computer Science, Linguistics +13

A Fast and Accurate Dependency Parser using Neural Networks

Danqi Chen, Christopher D. Manning · 2014 · 1.9K citations · Full text

Computing, Computer Science, Computational Linguistics +14

Attention in Natural Language Processing

Andrea Galassi, Marco Lippi, Paolo Torroni · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 629 citations · Full text

Computing, Computer Science, Computational Linguistics +10

Code completion with statistical language models

Veselin Raychev, Martin Vechev, Eran Yahav · 2014 · 552 citations

Computing, Computer Science, Natural Language Processing +8