Tensorflow Implementation of paper Applying long short-term memory recurrent neural networks to intrusion detection with KDDCup99 Data
☆15Nov 14, 2018Updated 7 years ago
Alternatives and similar repositories for KDDCup99_NID_LSTM
Users that are interested in KDDCup99_NID_LSTM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep Learning Tool for Off-line Network Intrusion Detection System☆23Oct 15, 2018Updated 8 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆77Oct 20, 2020Updated 6 years ago
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆32Dec 26, 2019Updated 6 years ago
- We use attention model for intrusion detection. The idea of Hierarchical Attention Model for Intrusion Detection comes from the applicat…☆12Jul 4, 2020Updated 6 years ago
- using machine-learning to detecte instruction☆31Oct 21, 2019Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Using PyTorch to train kddcup99 dataset with convolutional neural networks.☆55Apr 9, 2019Updated 7 years ago
- Deep learning based Intrusion Detection System☆34Apr 26, 2020Updated 6 years ago
- One critical issue within network security refers to intrusion detection. The nature of intrusion attempts appears to be nonlinear, where…☆10Sep 29, 2022Updated 4 years ago
- deep learning applied to Network Intrusion Detection with NSL-KDD data☆16Feb 3, 2018Updated 8 years ago
- tcp pcap to weka☆20Mar 5, 2017Updated 9 years ago
- clean data ,feature selection , svm based kdd99☆27Oct 18, 2019Updated 7 years ago
- ☆16Jan 5, 2018Updated 8 years ago
- This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆299Dec 22, 2023Updated 2 years ago
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆19Apr 25, 2023Updated 3 years ago
- Intrusion detection system using CNN and RNN☆26Sep 23, 2019Updated 7 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Apr 9, 2020Updated 6 years ago
- A Deep Learning approach toward creating a NIDS using python☆25Aug 8, 2023Updated 3 years ago
- Network Intrusion Detection using SAE/DAE autoencoder and CNN☆11Jul 11, 2019Updated 7 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆26Dec 30, 2019Updated 6 years ago
- ⼀个有潜⼒的⽹络⼊侵检测 算法,引⼊了乘法注意⼒机制将其融合到 CNN 的分类模型中,在KDD99和UNSM-NB15数据集进行模型的训练结果优于一般机器学习方法和CNN。A promising network intrusion detection algorithm is…☆13Mar 5, 2024Updated 2 years ago
- Small repo for implementing the 2018 EUROCRYPT paper "Simple Proofs of Sequential Work" by Cohen and Pietrzak. Also used as part of our C…☆10Aug 26, 2018Updated 8 years ago
- Comparing Anomaly-Based Network Intrusion Detection Approaches Under Practical Aspects☆11Mar 25, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- SMOTE-BD: A distributed Synthetic Minority Oversampling Technique (SMOTE) for Big Data.☆10Apr 1, 2019Updated 7 years ago
- Web Application Firewall Benchmark☆13May 14, 2022Updated 4 years ago
- Java从入门到精通☆11Jun 15, 2018Updated 8 years ago
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆276Apr 5, 2020Updated 6 years ago
- This gym environment simulates network intrusion similar to that described in the NSL-KDD Dataset given in this link http://www.unb.ca/ci…☆14Feb 15, 2018Updated 8 years ago
- A simple mysql proxy.☆12Oct 23, 2013Updated 13 years ago
- Designed and developed an anomaly and misuse based intrusion detection system using neural networks. Technologies used: Java Weka and R.…☆29May 20, 2015Updated 11 years ago
- Deep learning models for network intrusion detection☆40Mar 24, 2023Updated 3 years ago
- A research & development project to create and deploy a Network-based Intrusion Detection System (IDS) to detect intruders on a distribut…☆12Jan 9, 2019Updated 7 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Sep 14, 2020Updated 6 years ago
- The application of using ML in intrusion detection has mostly been limited to research work and showing results on the formally used kdd9…☆11Oct 13, 2020Updated 6 years ago
- Evolutionary decision trees☆11Jun 16, 2025Updated last year
- Reproduce the code of papers related to the field of NIDS(network intrusion detection system).☆28Apr 30, 2021Updated 5 years ago
- 利用MapReduce对海量微博数据进行排序,并找出top10的Topic☆12Sep 25, 2024Updated 2 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Aug 16, 2020Updated 6 years ago
- Network Intrusion Detection System(Abnormal Detection)☆11Jun 14, 2020Updated 6 years ago