Intrusion detection system (IDS) NSL-KDD dataset deep-learning machine-learning CNN channel Attention network security 1. Introduction Amid the rapidly evolving landscape of cyber threats, network intrusion detection plays a vital role in protecting against advanced attacks [1,2]. The traditional relian...
代码入场: # import packagesimport pandas as pd"""DATASET SOURCE is from https://github.com/arjbah/nsl-kdd.git (include the most attack types)https://github.com/defcom17/NSL_KDD.git"""train_file = 'https://raw.githubusercontent.com/arjbah/nsl-kdd/master/nsl-kdd/KDDTrain%2B.txt'test...
DATASET SOURCE is from https://github.com/arjbah/nsl-kdd.git (include the most attack types) https://github.com/defcom17/NSL_KDD.git """ train_file = 'https://raw.githubusercontent.com/arjbah/nsl-kdd/master/nsl-kdd/KDDTrain%2B.txt' test_file = 'https://raw.githubusercontent.com...
DATASET SOURCE is from https://github.com/arjbah/nsl-kdd.git (include the most attack types) https://github.com/defcom17/NSL_KDD.git """ train_file ='https://raw.githubusercontent.com/arjbah/nsl-kdd/master/nsl-kdd/KDDTrain%2B.txt' test_file ='https://raw.githubusercontent.com/ar...
smurf: Smurf attacks in KDD dataset useICMP echorequest packets directed to IP broadcast addresses from remote locations to create DoS attack. It can be identified by watching large number of Echo requests and replies from the victim machine. The coloumn'count'values from the dataset can be read...
I couldn't find the NSL-KDD dataset anywhere except via the Wayback Machine. This is just a backup. The data was found viahttps://web.archive.org/web/20150205070216/http://nsl.cs.unb.ca/NSL-KDD/ Abstract NSL-KDD is a data set suggested to solve some of the inherent problems of the...
@misc{NSL_KDD3700, title = { NSL_KDD数据集 } author = { sisis િ😏ી }, howpublished = { \url{https://www.heywhale.com/mw/dataset/5d8325648499bc002c0ef79a} } year = { 2019 } } 信息 挂载目录 /home/mw/input/NSL_KDD3700 ...
One such dataset is the University of New Brunswick's NSL-KDD dataset used to train and test the machine learning or deep learning models. In this paper, we will train and evaluate our model using the proposed stacked ensembled machine learning model, and with the NSL-KDD dataset, ...
The NSL KDD Dataset Jul 31, 2015 Field Names.csv The NSL KDD Dataset Jul 31, 2015 Field Names.docx The NSL KDD Dataset Jul 31, 2015 KDDTest+.csv The NSL KDD Dataset Jul 31, 2015 KDDTest+.txt The NSL KDD Dataset Jul 31, 2015 ...
# Function to load dataset and divide it into 8 partitions def load_dataset(path): dataset_rdd = sc.textFile(path, 8).map(lambda line: line.split(',')) dataset_df = (dataset_rdd.toDF(col_names.tolist()).select( col('duration').cast(DoubleType()), col('protocol_type').cast(Str...