A Data Mining Based Analysis of Nmap Operating System Fingerprint Database

被引:0
|
作者
Medeiros, Joao Paulo S. [1 ]
Brito, Agostinho M., Jr. [1 ]
Motta Pires, Paulo S. [1 ]
机构
[1] Fed Univ Rio Grande Norte UFRN, LabSIN Secur Informat Lab, Dept Comp Engn & Automat DCA, BR-59078970 Natal, RN, Brazil
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An Operating System (OS) fingerprint database is used by Nmap to identify OSes performing TCP/IP (Tansmission Control Protocol/Internet Protocol) stack identification. Each entry in Nmap OS fingerprint database (nmap-os-db) represents an OS. Using data mining techniques, we propose three new forms of representation of nmap-os-db that can express how operating systems are similar among them according to their TCP/IP stack implementation. This approach can improve the capability of identifying devices running unknown OSes. Other applications are also presented.
引用
收藏
页码:1 / 8
页数:8
相关论文
共 50 条
  • [31] A comprehensive security analysis of match-in-database fingerprint biometric system
    Joshi, Mahesh
    Mazumdar, Bodhisatwa
    Dey, Somnath
    PATTERN RECOGNITION LETTERS, 2020, 138 : 247 - 266
  • [32] PERSONAL DATA PROTECTION ANALYSIS WITH LINKS TO OPERATING AND DATABASE SYSTEMS
    Hruby, Miroslav
    Janakova, Milena
    COMPTES RENDUS DE L ACADEMIE BULGARE DES SCIENCES, 2011, 64 (05): : 659 - 668
  • [33] Database Calibration Algorithms of an Indoor Positioning System Based on the Fingerprint Method
    Xiao, Shih-Chi
    Hsu, Li-Ta
    Jan, Shau-Shiun
    PROCEEDINGS OF THE 24TH INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION (ION GNSS 2011), 2011, : 2876 - 2884
  • [34] Study on simulation data analysis of complex system based on data mining method
    Zhang, Jinhai
    PROCEEDINGS OF THE 2016 4TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS AND COMPUTING TECHNOLOGY, 2016, 60 : 1762 - 1765
  • [35] An inductive database system based on virtual mining views
    Hendrik Blockeel
    Toon Calders
    Élisa Fromont
    Bart Goethals
    Adriana Prado
    Céline Robardet
    Data Mining and Knowledge Discovery, 2012, 24 : 247 - 287
  • [36] An inductive database system based on virtual mining views
    Blockeel, Hendrik
    Calders, Toon
    Fromont, Elisa
    Goethals, Bart
    Prado, Adriana
    Robardet, Celine
    DATA MINING AND KNOWLEDGE DISCOVERY, 2012, 24 (01) : 247 - 287
  • [37] Data mining system based on data cube
    Zhang, Haiqin
    Hong, Liu
    Du, Haofan
    Cai, Qingsheng
    Jisuanji Gongcheng/Computer Engineering, 2002, 28 (06):
  • [38] Mining views: Database views for data mining
    Blockeel, Hendrik
    Calders, Toon
    Fromont, Elisa
    Goethals, Bart
    Prado, Adriana
    2008 IEEE 24TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING, VOLS 1-3, 2008, : 1608 - +
  • [39] Data mining and analysis for emicizumab adverse event signals based on the Food and Drug Administration Adverse Event Reporting System database
    Lianhui Wei
    Ye Tian
    Xiao Chen
    Xiaojing Guo
    Chenxin Chen
    Yi Zheng
    Jinfang Xu
    Xiaofei Ye
    International Journal of Clinical Pharmacy, 2023, 45 : 622 - 629
  • [40] Data mining and analysis for emicizumab adverse event signals based on the Food and Drug Administration Adverse Event Reporting System database
    Wei, Lianhui
    Tian, Ye
    Chen, Xiao
    Guo, Xiaojing
    Chen, Chenxin
    Zheng, Yi
    Xu, Jinfang
    Ye, Xiaofei
    INTERNATIONAL JOURNAL OF CLINICAL PHARMACY, 2023, 45 (03) : 622 - 629