Analysis of Web Server Log Files and Attack Detection

被引:0
|
作者
Faradzhullaev, R. [1 ]
机构
[1] Azerbaijan Acad Sci, Inst Informat Technol, Ul F Agaeva 9, AZ-1141 Baku, Azerbaijan
关键词
Web site; security; HTTP query; theory of probability; Chebyshev inequality; detection method; anomalous queries;
D O I
10.3103/S0146411608010082
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Problems of web application security and antihacker protection are very topical. Queries that users send to a web application via the Internet are registered in log files of the web server. Analyzing log files allows detecting anomalous changes that take place on the web server and identifying attacks. In this work, different methods are used to analyze log files and detect anomalies. The proposed methods allow detecting anomalous queries received from malicious users in log files of the web server.
引用
收藏
页码:50 / 54
页数:5
相关论文
共 50 条
  • [41] Prediction of Web Page Accesses by Proxy Server Log
    Wu Y.-H.
    Chen A.L.P.
    World Wide Web, 2002, 5 (1) : 67 - 88
  • [42] TripClick: The Log Files of a Large Health Web Search Engine
    Rekabsaz, Navid
    Lesota, Oleg
    Schedl, Markus
    Brassey, Jon
    Eickhoff, Carsten
    SIGIR '21 - PROCEEDINGS OF THE 44TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, 2021, : 2507 - 2513
  • [43] Data preparation of web log files for marketing aspects analyses
    Reichle, Meike
    Perner, Petra
    Althoff, Klaus-Dieter
    ADVANCES IN DATA MINING: APPLICATIONS IN MEDICINE, WEB MINING, MARKETING, IMAGE AND SIGNAL MINING, 2006, 4065 : 131 - 145
  • [44] Strategy of Storing and Accessing Small Web Log Files on Hadoop
    Ban, Qiucheng
    Jin, Zhengping
    PROCEEDINGS OF 2017 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC), 2017, : 1232 - 1235
  • [45] User Community Detection From Web Server Log Using Between User Similarity Metric
    Bhuvaneswari, M. S.
    Muneeswaran, K.
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2021, 14 (01) : 266 - 281
  • [46] Anomaly detection for web server log reduction: a simple yet efficient crawling based approach
    Asselin, Eric
    Aguilar-Melchor, Carlos
    Jakllari, Gentian
    2016 IEEE CONFERENCE ON COMMUNICATIONS AND NETWORK SECURITY (CNS), 2016, : 586 - 590
  • [47] Comparative Analysis of Web-Mining Approaches for Efficient Mining of Server Log Formats
    Sharma, Pratibha
    Bohra, Brahmdutt
    Yadav, Surendra
    2016 5TH INTERNATIONAL CONFERENCE ON RELIABILITY, INFOCOM TECHNOLOGIES AND OPTIMIZATION (TRENDS AND FUTURE DIRECTIONS) (ICRITO), 2016, : 180 - 185
  • [48] System Performance Measurement Using Web Server Log Files Method and Sink's Seven Performance Criteria in Multichannel System Architecture
    Asrianto, R.
    Kerlooza, Y.
    2ND INTERNATIONAL CONFERENCE ON INFORMATICS, ENGINEERING, SCIENCE, AND TECHNOLOGY (INCITEST 2019), 2019, 662
  • [49] An Intrusion Detection System Using Apache Log Files
    Ince, Cemile
    Omac, Zeki
    2019 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND DATA PROCESSING (IDAP 2019), 2019,
  • [50] Exploration and Visualization Approach for Outlier Detection on Log Files
    Louhi, Ibrahim
    Boudjeloud-Assala, Lydia
    Tamisier, Thomas
    NEW TRENDS IN INTELLIGENT INFORMATION AND DATABASE SYSTEMS, 2015, 598 : 3 - 12