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a-multimodal-deep-learning-method-for-android-malware-detection

Source code for Android malware analysis

advdroidzero-access-instructions

the instructions about request access to AdvDroidZero

androidhiv

Reimplement Android HIV -- attack mamadroid -- pytorch

automated.malware.generation

Additional code and data for the automated malware generation paper

awesome-malware-related-papers

A curated list of malware-related papers.

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).

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

codegenerationpoisoning

Proof of concept code for poisoning code generation models.

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

droidevolver

drsm

enhanced-binary-diversification

Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"

fail

malgraph

Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"

maloss

Towards Measuring Supply Chain Attacks on Package Managers for Interpreted Languages

model_extraction_malware

Repository for the paper

morse

msdroid

An explainable GNN-based Android malware detector in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection" (TDSC 2022)

pad4amd

adversarial malware detection via a principled way

robust-android-malware-detection-against-adversarial-example-attacks

secml_malware

Create adversarial attacks against machine learning Windows malware detectors

sparsity-brings-vunerabilities

Coming soon

static-program-analysis-book

Getting started with static program analysis. 静态程序分析入门教程。

tepa

[S&P'24] Test-Time Poisoning Attacks Against Test-Time Adaptation Models

zjuthesis

Zhejiang University Graduation Thesis LaTeX Template