malware-classification

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Here are 44 public repositories matching this topic...

pratikpv / malware_detect2

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Malware Classification using Machine learning

machine-learning deep-learning random-forest malware cnn pytorch lstm gru xgboost rnn mlp knn malware-classification

Updated Nov 9, 2024
Python

Pyran1 / MalwareCollection

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Popular Malware-Samples for research and educational purposes.(60+ Samples!)

Updated Mar 14, 2022

safreita1 / malnet-image

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A large-scale database of malicious software images

android security machine-learning database computer-vision malware dataset cybersecurity malware-research imbalanced-data zero-shot-learning malware-detection explainable-ml malware-classification

Updated Aug 27, 2021
Python

cridin1 / malware-classification-CNN

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This GitHub repository contains an implementation of a malware classification/detection system using Convolutional Neural Networks (CNNs).

deep-learning malware keras-tensorflow pe-executable malware-detection cnn-tensorflow malware-classification benign-vs-malignant malimg-dataset

Updated Jul 19, 2023
Jupyter Notebook

0xh3xa / awesome-malware-benign-datasets

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🪲 A list of malware and benign datasets for malware research

android windows machine-learning deep-learning cybersecurity awesome-list malware-analysis malware-research datasets malware-detection malware-classification security-researchers malware-dataset malware-researchers

Updated Jan 31, 2026

slrbl / malicious-urls-detection-with-autoencoder-neural-networks

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Detecting malicious URLs using an autoencoder neural network

intrusion-detection anomalydetection malware-classifier anomaly-detection enriched-data malware-classification autoencoder-neural-network malicious-urls-detection detect-intrusions

Updated Oct 9, 2022
Python

VISWESWARAN1998 / Malware-Classification-and-Labelling

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Malware Classification and Labelling using Deep Neural Networks

malware malware-analysis malware-research malware-classifier malware-sample malware-classification malware-database malware-dataset

Updated Feb 1, 2020
C++

adeilsonsilva / malware-injection

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Official implementation for the paper "On deceiving malware classification with section injection"

machine-learning deep-learning malware data-injection malware-classification

Updated Aug 16, 2022
Python

Asichurter / MalFusionFSL

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Few-Shot malware classification using fused features of static analysis and dynamic analysis （基于静态+动态分析的混合特征的小样本恶意代码分类框架）

simple malware few-shot-learning malware-classification multimodal-fusion fused-features few-shot-malware-classification

Updated Dec 27, 2021
Python

rickyxume / MalwareViT

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Training Vision Transformers from Scratch for Malware Classification

cnn transformer malware-classification

Updated Aug 18, 2021
Jupyter Notebook

federicofantini / MalCluster

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This tool clusters malware samples and extracts core shared artefacts by combining static analysis, optional dynamic analysis, and progressive comparison inside each cluster.

clustering malware-analysis malware-research clustering-algorithm malware-classification

Updated Apr 11, 2026
Python

Bowen-n / MCBG

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Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)

malware pytorch bert malware-detection malware-classification pytorch-geometric gnn huggingface-transformers

Updated Mar 17, 2022
Python

FewShot Malware Classification based on API call sequences, also as code repo for "A Novel Few-Shot Malware Classification Approach for Unknown Family Recognition with Multi-Prototype Modeling" paper.

simple dynamic-analysis few-shot malware-classification malware-api-sequences few-shot-malware-classification

Updated Sep 18, 2021
Python

Gaurav0502 / malware-classification

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Assessing 📊 the impact of class imbalance on model performance and convergence for malware byteplot image 🌌 classification

python computer-vision deep-learning tensorflow image-classification convolutional-neural-networks malware-analysis malware-classification malimg-dataset byteplot-image-classification

Updated Oct 9, 2023
Jupyter Notebook

alex-snd / MalwareClassifier

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👾 Malware Classification using Deep Learning and Cuckoo Sandbox

python data-science deep-learning malware pytorch vae cuckoo-sandbox cvae malware-detection malware-classification

Updated Jun 18, 2022
Python

MISP / bsimvis

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BSimVis is a tool to analyze similarities across a collection of binaries, based on Ghidra analyzers and the BSim (Behavioral Similarity) plugin. It provides an API and Web interface to upload large quantities of decompiled binaries and BSim feature vectors to a Kvrocks database for similarity analysis, function diffing, and family clustering.

decompilation reversing malware-classification ghidra binary-reversing binary-reverse-engineering

Updated May 28, 2026
Python

aliemamalinezhad / machine-learning

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android-malware-classification using machine learning algorithms

machine-learning machine-learning-algorithms malware-detection malware-classification

Updated Aug 17, 2020
Python

rickyxume / Malware_Classification

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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 cv tabular malware-classification

Updated Sep 11, 2021
Jupyter Notebook

zkcplk / Federe_Ogrenme_ile_Malware_Tespiti

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Marmara Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği bölümünde sunulan “DERİN SİNİR AĞLARI İLE FEDERE ÖĞRENME TABANLI BİR KÖTÜ AMAÇLI YAZILIM TESPİT UYGULAMASI” başlıklı tez çalışmasına ait kaynak kodlarıdır.

api deep-learning malware feedforward-neural-network malware-research malware-detection long-short-term-memory federated-learning malware-classification marmara-university zeki-ciplak gedik-university federe-ogrenme

Updated Jul 16, 2024
Python

FutureComputing4AI / HGConv

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HGConv: Holographic Global Convolutional Networks

ember malware transformers kaggle drebin malware-classification hrr holographic-reduced-representations long-range-arena microsoft-malware-classification-challenge

Updated Oct 8, 2025
Python

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malware-classification

Here are 44 public repositories matching this topic...

pratikpv / malware_detect2

Pyran1 / MalwareCollection

safreita1 / malnet-image

cridin1 / malware-classification-CNN

0xh3xa / awesome-malware-benign-datasets

slrbl / malicious-urls-detection-with-autoencoder-neural-networks

VISWESWARAN1998 / Malware-Classification-and-Labelling

adeilsonsilva / malware-injection

Asichurter / MalFusionFSL

rickyxume / MalwareViT

federicofantini / MalCluster

Bowen-n / MCBG

Asichurter / APISeqFewShot

Gaurav0502 / malware-classification

alex-snd / MalwareClassifier

MISP / bsimvis

aliemamalinezhad / machine-learning

rickyxume / Malware_Classification

zkcplk / Federe_Ogrenme_ile_Malware_Tespiti

FutureComputing4AI / HGConv

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