tjwsoup

benchmarking-gnns

Repository for benchmarking graph neural networks

GNNs-for-NLP

Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020

Awesome-LLM4Cybersecurity

An overview of LLMs for cybersecurity.

pad4amd

adversarial malware detection via a principled way

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

awesome-visual-transformers

[TNNLS] A Comprehensive Survey of Awesome Visual Transformer Literatures.

GraphNeuralNetwork

《深入浅出图神经网络：GNN原理解析》配套代码

CapsGNN

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

GNN4NLP-Papers

A list of recent papers about Graph Neural Network methods applied in NLP areas.

gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

NCISurvey

Neural Code Intelligence Survey 2024; Reading lists and resources

genbenchdroid

VulDeBERT

Android-Malware-Detection-Adversarial-Examples

Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms

adv-dnn-ens-malware

adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants

chat-gpt-jupyter-extension

A browser extension that lets you chat with ChatGPT from any local Jupyter notebook.

KnowledgeDistillation

A general framework for knowledge distillation

PySyft

Perform data science on data that remains in someone else's server

CFGExplainer

[code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Priti Prabhakar Wakodikar, Ping Yang and Guanhua Yan. In: IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) (2022)

SEVulDet

A Semantics-Enhanced Learnable Vulnerability Detector

Tai-e

An easy-to-learn/use static analysis framework for Java

JuCify

ET-BERT

The repository of ET-BERT, a network traffic classification model on encrypted traffic. The work has been accepted as The Web Conference (WWW) 2022 accepted paper.

VulCNN

Malware_Classification

Datawhale&科大讯飞2021A.I.开发者大赛恶意软件分类CV/NLP/表格三个方向的建模思路+伪标签LGB（rank11）

NLP-Malware

Network-Based Malware Detection using Natural Language Processing

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

awesome-knowledge-distillation

Awesome Knowledge Distillation

DroidEvolver

blockchain-vscode-extension

IBM Blockchain Platform extension for Visual Studio Code (this project is no longer active)