KaiWangGitHub / BARS
BARS: Local Robustness Certification for Deep Learning based Traffic Analysis Systems (NDSS'23)
☆11Updated last year
Alternatives and similar repositories for BARS:
Users that are interested in BARS are comparing it to the libraries listed below
- An automatic packet crafting tool for evading learning-based NIDS☆77Updated 3 years ago
- source code for USENIX Security paper xNIDS☆36Updated 5 months ago
- Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk…☆31Updated 3 years ago
- The code and dataset for "Subverting Website Fingerprinting Defenses with Robust Traffic Representation".☆43Updated last year
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆46Updated 3 weeks ago
- FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data☆24Updated 2 years ago
- ☆25Updated 3 years ago
- ☆32Updated last week
- It is a network traffic classifier based on deep learning.☆44Updated 10 months ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆37Updated 10 months ago
- Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).☆63Updated last year
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆19Updated 3 years ago
- ☆38Updated 2 weeks ago
- ☆17Updated 7 months ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆71Updated 3 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆132Updated last year
- ☆23Updated last year
- PPA attack code☆12Updated 2 years ago
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆80Updated 9 months ago
- ☆9Updated last year
- ☆39Updated last year
- ☆65Updated last year
- ☆17Updated 4 years ago
- FL-based intrusion detection system development using model averaging.☆35Updated 2 years ago
- Source code for paper "Real-Time Website Fingerprinting Defense via Traffic Cluster Anonymization", accepted in IEEE Symposium on Securit…☆13Updated 6 months ago
- The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.☆14Updated last month
- ☆72Updated last year
- Materials about Encrypted Traffic Analysis☆120Updated 2 weeks ago
- ☆15Updated 4 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆21Updated 4 months ago