Feature based analysis using ML classifiers on the NSL-KDD Dataset - arijeetsat/NSL-KDD-Dataset-Analysis
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...
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...
https://github.com/arjbah/nsl-kdd.git (include the most attack types) 和https://github.com/defcom17/NSL_KDD.git。数据集比较分散,train_file 和test_file 只包含样本特征和标签值,但是没有表头(header),表头的信息包含在field_name_file 中,另外关于网络攻击类型,分为5个大类,40多个小类,但是我们该...
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./arjbah/nsl-kdd/master/nsl-kdd/KDDTrain%2B.txt' test_file = 'https://raw./arjbah/nsl-kdd/master/nsl-kdd/KDDTes...
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:...
This paper proposes a backdoor attack scenario, centering on the "AlertNet" intrusion detection model and utilizing the NSL-KDD dataset, a benchmark widely employed in NIDS research. The attack involves modifying features at the packet level, as network datasets are typically cons...
# 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_file = ...
Test and comparison are done on NSL-KDD dataset. It is a new version of KDDcup99 and has some advantages over KDDcup99, the experiments with NSL-KDD data demonstrate that our proposed model gives better and robust representation of data as it was able to reduce features resulting in a ...
By applying different filter methods on this NSL-KDD dataset we tried to remove the unused and least used attributes. Experimental result is shown by performing Naive Bayes classifier in WEKA environment.关键词: Filtering method NSL-KDD dataset Naive bayes WEKA ...