GHOST paradigm for deep learning in SE

Code smell detection code and results

Pytools: Some useful tools written by pure python.

A transformer-based VS Code extension that enables one to discover vulnerabilities in Java files.

CodeBERT

software defect prediction

🔬 A collection of test cases in the Java language. It contains examples for 112 different CWEs.

Revisiting Graph Neural Networks for Vulnerability Detection (ICSE 2022) (Pytorch)

Home page of project "KB"

A deep learning-based vulnerability detection framework

Ying Zhang, Ya Xiao, Md Mahir Asef Kabir, Daphne Yao, Na Meng. Example-Based Vulnerability Detection and Repair in Java Code 30th IEEE/ACM International Conference on Program Comprehension

Mobile & IoT Security: Course Project

FUNDED is a novel learning framework for building vulnerability detection models.

Jadeite: A novel image-behavior-based approach for Java malware detection using deep learning

vulnerability detection in python source code with LSTM networks

VulnerabilityDetectionResearch

TensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code"

Efficient tree-based convolutional neural networks in TensorFlow

Artifacts for Capturing Source Code Semantics via Tree-based Convolution over API-enhanced AST

https://github.com/SySeVR/SySeVR 项目的所需依赖和部分修改后的代码

VulDeePecker algorithm implemented in Python