数据集的官网:The UNSW-NB15 Dataset Description 数据集下载链接:UNSW-NB15 Download 数据集中一共有9种攻击: This dataset has nine types of attacks, namely,Fuzzers, Analysis, Backdoors, DoS, Exploits, Generic, Reconnaissance, Shellcode and Worms. 数据集一共有49个特征, 我们会在后面对每一种特征进...
UNSW-NB15 is a network intrusion dataset. It contains nine different attacks, includes DoS, worms, Backdoors, and Fuzzers. The dataset contains raw network packets. The number of records in the training set is 175,341 records and the testing set is 82,33
ATTACKS ANALYSIS OF TCP AND UDP OF UNSW-NB15 DATASETdoi:10.21015/vtcs.v15i3.528Asghar Shah
Machine learning algorithms intend to detect anomalies using supervised and unsupervised approaches.Both the detection techniques have been implemented using IDS datasets like DARPA98, KDDCUP99, NSL-KDD, ISCX, ISOT.UNSW-NB15 is the latest dataset. This data set contains nine different modern attack...
datasetidsnidsnsl-kddunsw-nb15kddcup99 UpdatedAug 10, 2020 Python Basic Machine learning projects and assignments done by me. neural-networktensorflownumpysklearnpandasspam-filteringunsw-nb15 UpdatedAug 12, 2020 Python Download UNSW-NB15 and CIC-IDS2017 Datasets for Network Intrusion Detection (NIDS...
UNSW_NB15，可以尝试从kaggle中找这个数据的代码，基本的机器学习模型效果也挺好的。https://www.kaggle...
python security machine-learning deep-learning malware pytorch ids intrusion-detection denial-of-service kdd cyber-security unsw rainbow-table network-intrusion-detection anomaly-detection malware-detection kdd99 nsl-kdd unsw-nb15 financial-anomaly-detection Updated Apr 25, 2024 Jupyter Notebook daya057...
file_downloadDownload more_vert by the IXIA Perfect Storm tool. Australian Centre for Cyber Security (ACCS) Data CardCode (1)Discussion (0)Suggestions (0) About Dataset The UNSW-NB15 dataset consists of raw network packets that were generated by a tool called IXIA PerfectStorm in the Cyber Ra...
Learning 0Research 0Application 0LLM Fine-Tuning 0 How would you describe this dataset? Well-documented 0Well-maintained 0Clean data 0Original 0High-quality notebooks 0Othertext_snippet Metadata Oh no! Loading items failed. If the issue persists, it's likely a problem on our side.Try again ...
Python ·UNSW-NB15 NotebookInputOutputLogsComments (0) Logs check_circle Successfully ran in 4.9s Accelerator None Environment Latest Container Image Output 0 B Time # Log Message 3.6s1/opt/conda/lib/python3.7/site-packages/traitlets/traitlets.py:2758: FutureWarning: --Exporter.preprocessors=["nbco...