ClonedOne / MalwareBackdoorsLinks
Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers
☆60Updated 3 years ago
Alternatives and similar repositories for MalwareBackdoors
Users that are interested in MalwareBackdoors are comparing it to the libraries listed below
Sorting:
- adversarial malware detection via a principled way☆23Updated 2 years ago
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆55Updated last year
- ☆27Updated 2 years ago
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆74Updated 2 years ago
- On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542☆30Updated 4 years ago
- the instructions about request access to AdvDroidZero☆13Updated last year
- CCS 2023 | Explainable malware and vulnerability detection with XAI in paper "FINER: Enhancing State-of-the-art Classifiers with Feature …☆11Updated last year
- ☆68Updated 5 years ago
- DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness (ICLR 2024)☆14Updated last year
- ☆18Updated 4 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆58Updated 2 years ago
- DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model☆227Updated 6 years ago
- ☆151Updated last year
- ☆11Updated last year
- Trojan Attack on Neural Network☆191Updated 3 years ago
- Machine Learning & Security Seminar @Purdue University☆25Updated 2 years ago
- [NDSS'23] BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense☆17Updated last year
- Seminar 2022☆23Updated 3 weeks ago
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆326Updated 2 months ago
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆14Updated 5 years ago
- ☆18Updated last year
- A repository to quickly generate synthetic data and associated trojaned deep learning models☆84Updated 2 years ago
- ☆27Updated 4 years ago
- Realization of paper: "Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN" 2017☆130Updated 7 years ago
- ☆19Updated 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.☆13Updated 5 years ago
- Learning Security Classifiers with Verified Global Robustness Properties (CCS'21) https://arxiv.org/pdf/2105.11363.pdf☆28Updated 4 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆74Updated 3 years ago
- This is the implementation for IEEE S&P 2022 paper "Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Secur…☆11Updated 3 years ago
- [CVPR'24] LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning☆15Updated last year