A Service Based Approach to a New Generation of Intrusion Detection Systems

被引:2
|
作者
Bosin, Andrea [1 ]
Dessi, Nicoletta [1 ]
Pes, Barbara [1 ]
机构
[1] Univ Cagliari, Dipartimento Matemat & Informat, I-09124 Cagliari, Italy
关键词
D O I
10.1109/ECOWS.2008.16
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Intrusion Detection Systems (IDSs) aim at detecting malicious or unauthorized activities targeting a network and its resources. Usually engineered as self-contained applications, current IDSs are limited in protecting collaborative computing environments, like grids, whose security amplifies the concerns about intrusions and motivates advanced organizing paradigms and technical solutions for effective attack detection. We envision a new generation of IDSs defined by a set of services supporting security managers in improving the overall network security. Specifically, we show how to model the ID processes as a set of plans that a security manager may go through on a network of cooperative nodes interacting with one another in order to offer or to ask for services. Services correspond to specialized ID tasks and encapsulate problem solving and simulation capabilities. Complex ID activities are expressed by workflows, the focus being on flexibility, reuse and interoperability of ID services. Some implementation hints are suggested.
引用
收藏
页码:215 / 224
页数:10
相关论文
共 50 条
  • [1] CGFL: A Robust Federated Learning Approach for Intrusion Detection Systems Based on Data Generation
    Feng, Shu
    Gao, Luhan
    Shi, Leyi
    APPLIED SCIENCES-BASEL, 2025, 15 (05):
  • [2] A new intrusion detection approach based on network tomography
    National Computer Information Content Security Key Library, Harbin Institute of Technology, No. A3 Yumin Road, Beijing 100029, China
    WSEAS Trans. Inf. Sci. Appl., 2006, 2 (211-217):
  • [3] Intrusion Detection and Prevention Systems as a Service in Could-based Environment
    Alsubhi, Khalid
    AlJahdali, Hani Moaiteq
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2018, 9 (07) : 271 - 280
  • [4] Validity Based Approach for Feature Selection in Intrusion Detection Systems
    Hmouda, Eljilani
    Li, Wei
    IEEE SOUTHEASTCON 2020, 2020,
  • [5] Layered Approach for Intrusion Detection Systems Based Genetic Algorithm
    Padmadas, M.
    Krishnan, N.
    Kanchana, J.
    Karthikeyan, M.
    2013 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH (ICCIC), 2013, : 859 - 862
  • [6] Intrusion detection in distributed systems, an approach based on taint marking
    Hauser, Christophe
    Tronel, Frederic
    Fidge, Colin
    Me, Ludovic
    2013 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2013,
  • [7] Artificial intelligence based ensemble approach for intrusion detection systems
    Zhao, Hongwei
    Li, Mingzhao
    Zhao, Haoyu
    JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2020, 71
  • [8] A graphical feature generation approach for intrusion detection
    Chen, Shi
    Zuo, Zhen
    Huang, Zhi Ping
    Guo, Xiao Jun
    2016 INTERNATIONAL CONFERENCE ON ELECTRONIC, INFORMATION AND COMPUTER ENGINEERING, 2016, 44
  • [9] A cooperative approach with improved performance for a global intrusion detection systems for internet service providers
    Renato S. Silva
    Luís F. M. de Moraes
    Annals of Telecommunications, 2019, 74 : 167 - 173
  • [10] A cooperative approach with improved performance for a global intrusion detection systems for internet service providers
    Silva, Renato S.
    de Moraes, Luis F. M.
    ANNALS OF TELECOMMUNICATIONS, 2019, 74 (3-4) : 167 - 173