Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)
☆75Dec 16, 2021Updated 4 years ago
Alternatives and similar repositories for DeepAID
Users that are interested in DeepAID are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).☆79Apr 6, 2025Updated last year
- An automatic packet crafting tool for evading learning-based NIDS☆87Jan 13, 2022Updated 4 years ago
- ☆66Jul 10, 2024Updated 2 years ago
- ☆10Nov 15, 2021Updated 4 years ago
- A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)☆401Mar 24, 2026Updated 7 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This repository contains artifacts for the paper "Rules Refine the Riddle: Global Explanation for Deep Learning-Based Anomaly Detection i…☆93Aug 20, 2025Updated last year
- ☆16Oct 23, 2019Updated 7 years ago
- Library of ML-based attribution methods for ICS anomaly detection. From the NDSS 2024 paper: "Attributions for ML-based ICS anomaly detec…☆22Aug 31, 2023Updated 3 years ago
- A naive implementation of HERCULE, an attack story reconstruction system using community discovery on correlated log graph☆16Aug 27, 2017Updated 9 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆147Mar 25, 2023Updated 3 years ago
- A Matlab/Simulink library that allows basic Modbus/TCP read and write operations☆12Sep 28, 2016Updated 10 years ago
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆14Feb 15, 2024Updated 2 years ago
- Datasets for cybersecurity☆19Aug 12, 2025Updated last year
- Cost-Aware Robust Tree Ensembles for Security Applications (Usenix Security'21) https://arxiv.org/pdf/1912.01149.pdf☆18Mar 2, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ICS attack simulator for the Tennessee Eastman Process. From the NDSS 2024 paper: "Attributions for ML-based ICS anomaly detection: From …☆18Aug 31, 2023Updated 3 years ago
- Rule Extraction from Unsupervised Anomaly Detection in Security☆24Apr 23, 2025Updated last year
- ☆10Nov 24, 2018Updated 7 years ago
- Source code for 'Lemna: Explaining deep learning based security applications'.☆23May 15, 2020Updated 6 years ago
- The repository of SiamHAN, an IPv6 address correlation model on TLS encrypted traffic. The work has been accepted as USENIX Security 2021…☆19Dec 1, 2021Updated 4 years ago
- 该资源主要总结和积累大模型(LLM)及ChatGPT相关的安全学术论文或技术博客,希望对自己和大家有所帮助☆11Oct 26, 2023Updated 3 years ago
- Chaos - BGP and Traffic Simulation for Evaluation of Internet Resiliency Systems☆14May 27, 2021Updated 5 years ago
- ☆15Feb 6, 2021Updated 5 years ago
- A scalable and accurate probabilistic network configuration analyzer verifying network properties in the face of random failures.☆38Jul 12, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A stream-processing service for monitoring distributed clusters☆16Feb 6, 2015Updated 11 years ago
- BARS: Local Robustness Certification for Deep Learning based Traffic Analysis Systems (NDSS'23)☆11Feb 9, 2023Updated 3 years ago
- ReSonate: A framework for runtime risk assessment of autonomous cyber-physical systems☆12Jul 4, 2021Updated 5 years ago
- ☆12Feb 22, 2023Updated 3 years ago
- Snow radar data processing and snow depth retrieval☆12Oct 7, 2020Updated 6 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆21Aug 24, 2021Updated 5 years ago
- ☆11Feb 5, 2024Updated 2 years ago
- An LSTM auto-encoder for Multivariate Cyclic Time Series (MCTS) anomaly detection. The code can be adapted to any MCTS but was applied on…☆14May 9, 2023Updated 3 years ago
- ICS anomaly detection test suite. From the ESORICS 2022 paper: "Perspectives from a Comprehensive Evaluation of Reconstruction-based Anom…☆10Sep 20, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Flow Interaction Graph based attack traffic detection system.☆203May 6, 2024Updated 2 years ago
- Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?☆15Aug 24, 2022Updated 4 years ago
- The PT tracing portion of Barnum.☆11Feb 8, 2019Updated 7 years ago
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆130Jul 9, 2020Updated 6 years ago
- 针对大模型的后门攻击☆14Jun 30, 2024Updated 2 years ago
- Quantitate binary risk assessment☆17May 9, 2022Updated 4 years ago
- DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning☆14Mar 24, 2023Updated 3 years ago