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...
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...
A Detailed Analysis on NSL-KDD Dataset Using Various Machine Learning Techniques for Intrusion Detection Download pdf article of A Detailed Analysis on NSL-KDD Dataset Using Various Machine Learning Techniques for Intrusion Detection written by S. Revathi, Dr. A. Malathi S Revathi,A Malathi - ES...
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...
@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 ...
# 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...
NSL-KDD dataset description NSL-KDD is a data set suggested to solve some of the inherent problems of the KDD'99 data set. The NSL-KDD data set has the following advantages over the original KDD data set: It does not include redundant records in the train set, so the classifiers will ...
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, ...
Last commit message Last commit date Latest commit Jehuty4949 The NSL KDD Dataset Jul 31, 2015 27bbbdf·Jul 31, 2015 History 1 Commit 20 Percent Training Set.csv Attack Types.csv Field Names.csv Field Names.docx KDDTest+.csv KDDTest+.txt ...
NSL-KDD Dataset for WEKA - feel free to download Original dataset with slight modification to include attack categories e.g. DOS, U2R as done with the original Kdd99 dataset. Features: All attacks divided and use real-values. For more information on the feature coding process refer tohttp:...