15 skills found
whyisyoung / CADECode for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications
ramyaelineni5 / ML Based Network Intrusion Detection Using Cyber Dataset CSE CIC IDS2018 To Classify Network AttacksNo description available
Bil369 / IDS2018 DDoS Traffic Classify基于IDS 2018数据集使用LightGBM和XGBoost实现DDoS流量分类 sFlow RT&Mininet流量采集与分类 杭电综合项目实践
shahanHasan / Intrusion Detection System Adversarial Attacks Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { learning rate, epochs, network architectures, regularisation } | Adversarial Attacks - Label flip , Adversarial samples , KNN (defence)
lemonadeaumiel / Hybrid IDS CICIDS2018The proposed hybrid IDS is tested on two public network datasets, the CSE-CIC-IDS2018 and the TON IoT datasets, representing internal and external network traffic data. Various measures, such as accuracy, detection rates, false alarm rates, F1 scores, and model execution time, are used to assess the model's feasibility, efficacy, and efficiency. With the model learning and optimization operations, a complete and resilient IDS with both known and unknown attack detection capabilities may be produced.
irijije / DeepLearningIDSA deep learning based intrusion detection system using CSE-CIC-IDS2018 dataset.
MarcoCantone / LycoS Unicas IDS2018Network traffic dataset created using LycoStand feature extractor on CSE-CIC-IDS2018 PCAP files.
M-Mowina / Netflow Attack Detector ClassifierA machine learning project for anomaly detection and attack classification using the NF-CSE-CIC-IDS2018-v2 dataset, which contains over 18 million NetFlow records with 43 flow features. The project builds and evaluates models to identify and classify network intrusions from benign traffic.
Retsuko64 / Anomaly Detection Using CSE CIC IDS2018No description available
mdrozdov1 / Watermelon TreeMini batch machine learning project using "A Realistic Cyber Defense Dataset (CSE-CIC-IDS2018)"
mprovenc / Ids2018Project to build an intrusion detection back-end with the CSE-CIC-IDS2018 dataset.
aggpiyush / IDS 2018Building Network Intrusion Detection System using Feed-forward Neural Network and RNN on CSE-CIC-IDS2018 dataset.
alittlesheepofGod / Cse Cic Ids2018- models for dataset cse-cic-ids2018
moeyass8 / Correlation Based Feature Selection On CSE CIC IDS2018 DatasetThis python code will process the CFS algorythm on CSE-CIC-IDS2018 Data set, you just need to input the dataset path in your environment and a dictionary (JSON file) to enter the datatype of each row
developer22-university / NetworkIntrusionDetectionThis project uses various deep learning models, such as FFNN, LSTM, and ESN to enhance the detection of denial of service attacks on the CSE-CIC-IDS2018 datasets.
