Alternatives and similar repositories for AI-IDS

Users that are interested in AI-IDS are comparing it to the libraries listed below

• mahendradata / cicids2017-ml
  The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.
  ☆65Updated 5 years ago
• CactiLab / code-xNIDS
  source code for USENIX Security paper xNIDS
  ☆59Updated last year
• Western-OC2-Lab / Intrusion-Detection-System-Using-CNN-and-Transfer-Learning
  Code for intrusion detection system (IDS) development using CNN models and transfer learning
  ☆195Updated 2 years ago
• liamdm / FlowTransformer
  ☆94Updated 2 years ago
• sgamage2 / dl_ids_survey
  Deep learning models for network intrusion detection
  ☆39Updated 2 years ago
• abhinav-bhardwaj / IoT-Network-Intrusion-Detection-System-UNSW-NB15
  Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset
  ☆184Updated 4 years ago
• brett-gt / IntrusionDetectionSystem
  Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.
  ☆38Updated 5 years ago
• jayxsinha / Efficient-CNN-BiLSTM-for-Network-IDS
  Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS
  ☆118Updated 3 years ago
• ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks
  ☆43Updated 4 years ago
• sunxingyui5 / Attention-CNN-Intrusion-Detection-System
  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…
  ☆11Updated last year
• fisher85 / ml-cybersecurity
  Machine Learning in Cybersecurity
  ☆88Updated 6 months ago
• bobolike123 / NetworkTrafficAnalysis
  论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码
  ☆32Updated 3 years ago
• vanlalruata / DCNNBiLSTM-An-Efficient-Hybrid-Deep-Learning-Based-Intrusion-Detection-System
  Journal Article: Telematics and Informatics Reports
  ☆11Updated 2 years ago
• othmbela / dbn-based-nids
  An Intrusion Detection System based on Deep Belief Networks
  ☆89Updated 3 years ago
• dendyikbc / kdd99-cnn-1
  Intrusion Detection Based on Convolutional Neural Network with kdd99 data set
  ☆57Updated 6 years ago
• mehrdadep / deep-learning-nids
  A Deep Learning approach toward creating a NIDS using python
  ☆25Updated 2 years ago
• hymoe / Intrusion-Detection-on-NSL-KDD
  Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…
  ☆31Updated 5 years ago
• InitRoot / UNSW_NB15
  Feature coded UNSW_NB15 intrusion detection data.
  ☆88Updated 7 years ago
• Colorado-Mesa-University-Cybersecurity / DeepLearning-IDS
  Network Intrusion Detection System using Deep Learning Techniques
  ☆168Updated 6 years ago
• demonCoder95 / ML-based-IDS-CICIDS2017
  This is a simple DNN based application for an IDS based on the CICIDS2017 dataset
  ☆37Updated 5 years ago
• chenxu93 / abnormal-traffic
  IDS abnormal traffic detection tensorflow
  ☆44Updated 6 years ago
• AltarIbnL / Network-anomaly-detection-with-deep-learning-along-with-UI
  ☆155Updated 2 years ago
• Battlingboy / AE-IDS
  Network Intrusion Detection System(Abnormal Detection)
  ☆11Updated 5 years ago
• fuchuanpu / HyperVision
  Flow Interaction Graph based attack traffic detection system.
  ☆180Updated last year
• parqz / IDS-Using-CNN-RNN
  Intrusion detection system using CNN and RNN
  ☆24Updated 6 years ago
• rahulvigneswaran / Intrusion-Detection-Systems
  This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…
  ☆290Updated last year
• zhang-hongpo / SGM-CNN
  Our implementations of the flow-based network intrusion detection model (for the COMNET paper)
  ☆48Updated 5 years ago
• linwhitehat / ETA-Resource
  Materials about Encrypted Traffic Analysis
  ☆293Updated last week
• UNBCIC / CICFlowMeter
  CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) is a network traffic Bi-flow generator and analyzer for anomaly detection that has be…
  ☆193Updated 2 years ago
• Scorks / GAN_DRL_IDS
  Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks
  ☆50Updated last year