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AIDPS: Adaptive Intrusion Detection and Prevention System for Underwater Acou...
The proposed Adaptive Intrusion Detection and Prevention System (AIDPS) for Underwater Acoustic Sensor Networks (UW-ASNs) is a hybrid adaptive IDS and IPS system. -
Arhuaco: Deep Learning and Isolation Based Security for Distributed High-Thro...
A dataset for malware detection in Grid computing is described. We show in addition the utilization of generative methods with Recurrent Neural Networks to improve the collected... -
KDD Cup 1999 Dataset
The KDD Cup 1999 dataset contains a set of instances that represent connections to a military computer network. -
Machine Learning and Deep Learning Methods for Intrusion Detection Systems
A survey on machine learning and deep learning methods for intrusion detection systems -
CICIDS2017 Dataset
The CICIDS2017 dataset is a state-of-the-art general cyber-security dataset including the most updated types of attacks (i.e., DoS, sniffing, brute-force, web-attacks, botnets,... -
Car-Hacking Dataset
The Car-Hacking dataset contains nine features (i.e., CAN ID and the eight bits of the CAN message data field) and four types of attacks (i.e., DoS, fuzzy, gear spoofing, and... -
Leader Class and Confidence Decision Ensemble (LCCDE)
The proposed ensemble IDS framework is constructed using XGBoost, LightGBM, and CatBoost, three advanced gradient-boosting ML methods. -
CICIDS2017
The CICIDS2017 dataset was collected 2 years after the UNSW NB-15 data. The collection took place for a week. On each day attacks such as: Brute Force FTP, Brute Force SSH, DoS,... -
CIC-IDS2018
The CIC-IDS2018 dataset contains labeled network activity data for benign and malicious behavior. -
KDD Cup 1999
The KDD Cup 1999 dataset is a popular benchmark and is widely used for evaluation of IDS systems. -
NSL-KDD dataset
The NSL-KDD dataset is a comprehensive collection of network traffic data containing both normal and various attack instances. -
NSL-KDD Datasets
The NSL-KDD dataset is a network traffic dataset used for intrusion detection. -
UGRansome dataset
The UGRansome dataset is a publicly accessible dataset created in 2021 specifically designed to classify and understand ransomware.
