Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"
☆56May 14, 2024Updated last year
Alternatives and similar repositories for enhanced-binary-diversification
Users that are interested in enhanced-binary-diversification are comparing it to the libraries listed below
Sorting:
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆75Sep 2, 2022Updated 3 years ago
- An RNN-based framework to evade opensource anti-virus which is also deep learning-based. E.g., MalConv and Non-Negative MalConv.☆13Jun 4, 2020Updated 5 years ago
- Create adversarial attacks against machine learning Windows malware detectors☆244Nov 27, 2025Updated 3 months ago
- MAB-Malware an open-source reinforcement learning framework to generate AEs for PE malware. We model this problem as a classic multi-arme…☆53Apr 15, 2025Updated 10 months ago
- the instructions about request access to AdvDroidZero☆13Apr 10, 2024Updated last year
- DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness (ICLR 2024)☆14Apr 22, 2024Updated last year
- Malware Bypass Research using Reinforcement Learning☆107Apr 22, 2024Updated last year
- Gadget displacement on top of IPR (In-Place Randomization) against Code Reuse Attack☆26May 31, 2016Updated 9 years ago
- Dataset with labeled benign and malicious files 🗃️☆151Jul 19, 2023Updated 2 years ago
- ☆18Apr 4, 2021Updated 4 years ago
- ☆11Jul 8, 2024Updated last year
- ☆10Jun 16, 2022Updated 3 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆48Jan 10, 2022Updated 4 years ago
- Effects of packers on machine-learning-based malware classifiers that use only static analysis☆89Jun 17, 2024Updated last year
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆14Dec 27, 2020Updated 5 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…☆15Nov 24, 2021Updated 4 years ago
- Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection☆76Oct 8, 2025Updated 4 months ago
- ☆18Mar 15, 2024Updated last year
- Code for our DLS'21 paper - BODMAS: An Open Dataset for Learning based Temporal Analysis of PE Malware. BODMAS is short for Blue Hexagon …☆91Mar 31, 2024Updated last year
- PDF Malware Parser☆20Jun 3, 2016Updated 9 years ago
- Command line tool for launching attacks against Machine Learning Malware detectors.☆19Jun 18, 2023Updated 2 years ago
- Defense from the 2020 Microsoft Evasion Competition☆17Apr 27, 2021Updated 4 years ago
- Discovering Malicious Functionality through Binary Reconstruction☆59Sep 2, 2021Updated 4 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆60Apr 29, 2022Updated 3 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆22Mar 17, 2022Updated 3 years ago
- Seminar 2022☆23Jan 10, 2026Updated last month
- ☆27Jan 17, 2024Updated 2 years ago
- Malware datasets tagged by behavior, platform, vulnerability, and packer☆30Mar 15, 2024Updated last year
- Corresponding code to "Improving Robustness of ML Classifiers against Realizable Evasion Attacks Using Conserved Features" @ USENIX Secur…☆11Aug 5, 2019Updated 6 years ago
- Elastic Malware Benchmark for Empowering Researchers☆1,129Nov 22, 2024Updated last year
- Fooling neural based speech recognition systems.☆14Jun 9, 2017Updated 8 years ago
- ☆80Dec 6, 2019Updated 6 years ago
- [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik…☆111Jul 25, 2024Updated last year
- 基于深度学习的恶意软件检测研究；MalConv;☆118Jun 22, 2022Updated 3 years ago
- Official Repository of "Robust Malware Classification via Deep Graph Networks on Call Graph Topologies" (ESANN 2021)☆14Jun 16, 2023Updated 2 years ago
- Grey-box fuzzer SIVO☆13Jul 11, 2021Updated 4 years ago
- ☆164Oct 27, 2022Updated 3 years ago
- Official code for kTrans: Knowledge-Aware Transformer for Binary Code Embedding☆30Dec 17, 2023Updated 2 years ago
- Sophos-ReversingLabs 20 million sample dataset☆691Apr 7, 2021Updated 4 years ago