eurecom-s3 / DecodingMLSecretsOfWindowsMalwareClassification
☆16Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for DecodingMLSecretsOfWindowsMalwareClassification
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆47Updated 5 months ago
- A curated list of malware-related papers.☆21Updated 8 months ago
- Discovering Malicious Functionality through Binary Reconstruction☆51Updated 3 years ago
- This is the official repository for VulHawk.☆65Updated last year
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆56Updated 2 years ago
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆12Updated 3 years ago
- ☆18Updated 9 months ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆33Updated 2 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆41Updated 2 years ago
- DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness☆11Updated 6 months ago
- Official repo for "CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking"☆13Updated 3 months ago
- ☆21Updated 4 years ago
- Additional code and data for the automated malware generation paper☆12Updated 6 months ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆78Updated 2 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆67Updated 2 years ago
- ☆90Updated 2 weeks ago
- CLAP(Contrastive Language-Assembly Pre-training) learns transferable binary code representations with natural language supervision☆43Updated last month
- ☆15Updated 2 years ago
- Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection☆59Updated 3 years ago
- MAB-Malware an open-source reinforcement learning framework to generate AEs for PE malware. We model this problem as a classic multi-arme…☆40Updated last year
- Supplementary Material for XFL☆15Updated last month
- 从Androzoo下载数据集,区分年份以及良性/恶意应用,支持协程、代理、断点继续、错误重试等☆42Updated last year
- On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542☆29Updated 2 years ago
- A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.☆26Updated last year
- ☆14Updated 3 years ago
- ☆27Updated 4 years ago
- Seminar 2022☆21Updated last week
- Official code of Callee: Recovering Call Graphs for Binaries with Transfer and Contrastive Learning☆36Updated 10 months ago
- Offical Implementation for PalmTree☆136Updated 9 months ago
- This is a benchmark for evaluating the vulnerability discovery ability of automated approaches including Large Language Models (LLMs), de…☆60Updated last month