Ping's repositories
Awesome-ML-SP-Papers
A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security and NDSS).
Awesome-Malware-Related-Papers
A curated list of malware-related papers.
AdvDroidZero-Access-Instructions
the instructions about request access to AdvDroidZero
A-Multimodal-Deep-Learning-Method-for-Android-Malware-Detection
Source code for Android malware analysis
AndroidHIV
Reimplement Android HIV -- attack mamadroid -- pytorch
Automated.Malware.Generation
Additional code and data for the automated malware generation paper
backdoor-toolbox
A compact toolbox for backdoor attacks and defenses.
CADE
Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications
CognitiveDistillation
[ICLR2023] Distilling Cognitive Backdoor Patterns within an Image
DL-based-Android-Malware-Defenses-review
Papers, code and datasets about deep learning for Android malware defenses and malware detection
maloss
Towards Measuring Supply Chain Attacks on Package Managers for Interpreted Languages
Static-Program-Analysis-Book
Getting started with static program analysis. 静态程序分析入门教程。
CodeGenerationPoisoning
Proof of concept code for poisoning code generation models.
enhanced-binary-diversification
Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"
MalGraph
Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"
model_extraction_malware
Repository for the paper
MsDroid
An explainable GNN-based Android malware detector in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection" (TDSC 2022)
secml_malware
Create adversarial attacks against machine learning Windows malware detectors
Sparsity-Brings-Vunerabilities
Coming soon
TePA
[S&P'24] Test-Time Poisoning Attacks Against Test-Time Adaptation Models
zjuthesis
Zhejiang University Graduation Thesis LaTeX Template