Klasifikasi serangan pada SDN (doi:10.34820/FK2/A8DDXN)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
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Document Description

Citation

Title:

Klasifikasi serangan pada SDN

Identification Number:

doi:10.34820/FK2/A8DDXN

Distributor:

Telkom University Dataverse

Date of Distribution:

2022-04-02

Version:

1

Bibliographic Citation:

Dewanta, Favian, 2022, "Klasifikasi serangan pada SDN", https://doi.org/10.34820/FK2/A8DDXN, Telkom University Dataverse, V1, UNF:6:ivQaTmKmtD/Sh2RMAHtUzQ== [fileUNF]

Study Description

Citation

Title:

Klasifikasi serangan pada SDN

Identification Number:

doi:10.34820/FK2/A8DDXN

Authoring Entity:

Dewanta, Favian

Distributor:

Telkom University Dataverse

Access Authority:

Dewanta, Favian

Depositor:

Dewanta, Favian

Date of Deposit:

2022-04-02

Study Scope

Keywords:

Computer and Information Science, Engineering

Abstract:

Dataset ini merupakan modifikasi dari dataset BUET-DDoS2020 (https://data.mendeley.com/datasets/bzgf9r36kp/2), yang digunakan untuk klasifikasi serangan pada SDN dengan kelas serangan ICMP-Flood-Attack, Ping-of-death-attack, Port-scanning, TCP-SYN-flood-attack

Methodology and Processing

Sources Statement

Data Access

Notes:

CC0 Waiver

Other Study Description Materials

Related Publications

Citation

Bibliographic Citation:

Barends, J. K., Dewanta, F., & Karna, N. B. A. (2022). Perancangan dan Analisis Intrusion Prevention Sistem Berbasis SNORT dan IPTABLES dengan Integrasi Honeypot pada Arsitektur Software Defined Network. MULTINETICS, 7(2), 169–182.

File Description--f5259

File: TA_Test.tab

  • Number of cases: 340781

  • No. of variables per record: 10

  • Type of File: text/tab-separated-values

Notes:

UNF:6:2ory/xsFTEOqaM1r1mF/+A==

File Description--f5258

File: TA_train.tab

  • Number of cases: 963094

  • No. of variables per record: 10

  • Type of File: text/tab-separated-values

Notes:

UNF:6:E7s7oZLcyP8lvgkov5k1Aw==

Variable Description

List of Variables:

Variables

timestamp

f5259 Location:

Summary Statistics: StDev 22004.236635788107; Max. 79130.38726; Valid 340781.0; Min. 0.0; Mean 39482.84057491002

Variable Format: numeric

Notes: UNF:6:R4XYvrh3N4TC069ndopYJQ==

src_ip

f5259 Location:

Variable Format: character

Notes: UNF:6:P5n5raD8IP5pTVz6xr0+0Q==

dst_ip

f5259 Location:

Variable Format: character

Notes: UNF:6:SugWLS0SFCyvaQoDd+Sqjw==

protocol

f5259 Location:

Variable Format: character

Notes: UNF:6:UbMTRXP94A6I11mCV08AxQ==

length

f5259 Location:

Summary Statistics: Min. 54.0; Mean 60.05388504640827; StDev 2.488480124917201; Max. 203.0; Valid 340781.0;

Variable Format: numeric

Notes: UNF:6:eYfu8Co+xlb57GK2zkT13w==

src_port

f5259 Location:

Summary Statistics: Mean 10971.794835830677; Max. 33446.0; Valid 340693.0; StDev 10765.545874756364; Min. 20.0

Variable Format: numeric

Notes: UNF:6:mSZUkGXDlcip8OxYZ8Pk8g==

dst_port

f5259 Location:

Summary Statistics: Mean 5661.412198087446; StDev 9453.22156745782; Max. 52028.0; Valid 340693.0; Min. 20.0;

Variable Format: numeric

Notes: UNF:6:AVEODoIcPZajaSiO5M6eTA==

ttl

f5259 Location:

Variable Format: character

Notes: UNF:6:1sd4VSSLR2kHkaPLAeQSGg==

flag

f5259 Location:

Variable Format: character

Notes: UNF:6:fC6EHtBlcn0JvPirpA8afA==

label

f5259 Location:

Variable Format: character

Notes: UNF:6:Udsdfb50HScvl2wRTwLVkw==

timestamp

f5258 Location:

Summary Statistics: Valid 963094.0; Max. 85931.38441; StDev 6917.529790251641; Min. 0.0; Mean 3316.874668388671

Variable Format: numeric

Notes: UNF:6:dBA8KEg90YcTJb6iA04Fvw==

src_ip

f5258 Location:

Variable Format: character

Notes: UNF:6:M+PZwMiTtd25NCV6zcIpwQ==

dst_ip

f5258 Location:

Variable Format: character

Notes: UNF:6:2Ck83a8WvNQaNi/M67lYvA==

protocol

f5258 Location:

Variable Format: character

Notes: UNF:6:7AVNGhNzaptMEyIkBCnFow==

length

f5258 Location:

Summary Statistics: StDev 261.7526090753944; Mean 139.75692378129202; Min. 24.0; Valid 963094.0; Max. 1514.0

Variable Format: numeric

Notes: UNF:6:H8CXI+BjcdiyHWRfOXuMCA==

src_port

f5258 Location:

Summary Statistics: Mean 23195.427905453947; StDev 22830.55474770591; Max. 65535.0; Min. 0.0; Valid 815180.0;

Variable Format: numeric

Notes: UNF:6:PlnZ3LMJKq0rHxSM/mz75Q==

dst_port

f5258 Location:

Summary Statistics: Min. 0.0; Valid 815180.0; StDev 20159.41703689411; Max. 65535.0; Mean 15152.826421159045

Variable Format: numeric

Notes: UNF:6:uEskUcTQWR6xFR9W+Thr9w==

flag

f5258 Location:

Variable Format: character

Notes: UNF:6:A/AonMiCICcM8X6lJ2a+KA==

ttl

f5258 Location:

Summary Statistics: Max. 253.0; StDev 18.317890208958453; Valid 242536.0; Mean 63.461539730183894; Min. 35.0;

Variable Format: numeric

Notes: UNF:6:0C2LOKWssQTCnyrXSGkpnQ==

label

f5258 Location:

Variable Format: character

Notes: UNF:6:jMuPM1G0Ibvc6kTJB9ULdA==