OpenDPC / aiSecurityLinks
Security of AI
☆9Updated last year
Alternatives and similar repositories for aiSecurity
Users that are interested in aiSecurity are comparing it to the libraries listed below
Sorting:
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆12Updated 4 months ago
- DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness (ICLR 2024)☆14Updated last year
- Statistics of acceptance rate for the top conferences: Oakland, CCS, USENIX Security, NDSS.☆161Updated 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…☆275Updated 7 months ago
- A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.☆28Updated 2 years ago
- PPA attack code☆12Updated 2 years ago
- the instructions about request access to AdvDroidZero☆12Updated last year
- ☆23Updated last year
- BARS: Local Robustness Certification for Deep Learning based Traffic Analysis Systems (NDSS'23)☆12Updated 2 years ago
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆70Updated last year
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆139Updated 2 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆16Updated 3 years ago
- A Python library for DAORAM and other classic ORAM and OMAP algorithm implementations.☆10Updated this week
- Codes for WF attacks, defenses☆83Updated last year
- To generate decoy traffic against WF attack using GAN☆13Updated last year
- A curated list of malware-related papers.☆30Updated last year
- Artifact of PrivAnalyzer as described in the Usenix 2022 paper "PrivGuard: Privacy Regulation Compliance Made Easier"☆13Updated 3 years ago
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆53Updated last year
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆58Updated last year
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆59Updated 3 years ago
- adversarial malware detection via a principled way☆21Updated 2 years ago
- ☆15Updated 6 years ago
- This repo collects the best papers from top 4 computer security conferences, including IEEE S&P, ACM CCS, USENIX Security, and NDSS.☆100Updated 3 months ago
- Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.☆83Updated 2 years ago
- Code repository for the paper at USENIX Security'24☆29Updated 11 months ago
- ☆223Updated last year
- 主题为”基于GAN的恶意软件对抗样本生成“。首先介绍了恶意软件发展现状,引出基于模式匹配、特征空间和问题空间三种方式去检测恶意软件。然后介绍了如何生成对抗样本攻击恶意软件检测器,详细介绍了基于GAN的恶意软件对抗样本的MalGAN框架,并对实验结果进行了对比。最后总结了结构…☆35Updated 3 years ago
- Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks☆31Updated 3 months ago
- FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …☆52Updated last week
- 2018年全国大学生信息安全竞赛作品赛一等奖☆31Updated 5 months ago