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A distributed intrusion detection system with Protection from an Internal Intruder

AUTOMATIC CONTROL AND COMPUTER SCIENCES 2018年第8期52卷 945-953页

作者： Shterenberg, S. I. Poltavtseva, M. A. Peter Great St Petersburg Polytech Univ St Petersburg 195251 Russia

The protection of modern distributed information networks from external and internal intruders continues to be of great importance due to the development of data transmission and processing technology. The article describes a model of data processing in the distributed intrusion detection system (DIDS) and method of using of hidden agents to protect from an internal intruder. The distribution of the functions on data processing between the DIDS local agent and central data processing node is presented. We describe a method of hiding of presence of the agent from the system user while retaining control of it from the part of the operator.

关键词： distributed intrusion detection system protection from an internal intruder hidden monitoring big data

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Research on distributed intrusion detection system based on mobile agent

Research on distributed intrusion detection system based on ...

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7th International Conference on Machine Learning and Cybernetics

作者： Cao, Jin-Gang Zheng, Gu-Ping N China Elect Power Univ Dept Comp Baoding Hebei 071003 Peoples R China

ISBN: (纸本)9781424420957

The research on distributed intrusion detection system (DIDS) is a rapidly growing area of interest because the existence of centralized intrusion detection system (IDS) is increasingly unfit for the current network circumstance. So we have designed a distributed intrusion detection system prototype, based on mobile agents. Our agents travel between systems in a network, obtain information, analyze and deal with correlative information and send alarm to the manager or user of the DIDS. Since the mobility of the intrusion detection component, the system security and flexibility have been greatly improved, and also the defense capacity of the system is increased.

关键词： mobile agent distributed intrusion detection system network security

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B-DIDS: MINING ANOMALIES IN A BIG-distributed intrusion detection system 2

B-DIDS: MINING ANOMALIES IN A BIG-DISTRIBUTED INTRUSION DETE...

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IEEE International Conference on Big Data

作者： Janeja, Vandana P. Azari, Ali Namayanja, Josephine M. Heilig, Brian Univ Maryland Baltimore Cty Baltimore MD 21228 USA HAMR Analyt Technol ET Int Newark DE USA

ISBN: (纸本)9781479956661

The focus of this paper is to present the architecture of a Big-distributed intrusion detection system (B-dIDS) to discover multi-pronged attacks which are anomalies existing across multiple subnets in a distributed network. The B-dIDS is composed of two key components: a big data processing engine and an analytics engine. The big data processing is done through HAMR, which is a next generation in-memory MapReduce engine. HAMR has reported high speedups over existing big data solutions across several analytics algorithms. The analytics engine comprises a novel ensemble algorithm, which extracts training data from clusters of the multiple IDS alarms. The clustering is utilized as a preprocessing step to re-label the datasets based on their high similarity to known potential attacks. The overall aim is to predict multi-pronged attacks that are spread across multiple subnets but can be missed if not evaluated in an integrated manner.

关键词： big data distributed intrusion detection system Ensemble learning

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Research of distributed intrusion detection system Model Based on Mobile Agent

Research of Distributed Intrusion Detection System Model Bas...

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International Forum on Information Technology and Applications (IFITA 2009)

作者： Liu Jianxiao Li Lijuan Hunan Univ Dept Comp & Commun Applicat Changsha 410082 Hunan Peoples R China

ISBN: (纸本)9780769536002

Itrusion detection has become an important approach to solve the security problems. On the basis of analyzing the defects of the modern intrusion detection system and migrating with the technology of mobile agent, this article proposes a distributed intrusion detection system model based on agents. The function of each module in the system and the advantage of the whole system are described in detail. The proposed model adopts the architecture which has no control server and realizes the distributed detection and reaction really. Each component in the system independent and executes its junction. The model is an open system with good flexibility and expansibility, and the problem of a single point failure is solved completely. Finally,the implementation, evaluation and future works are presented.

关键词： mibile agent distributed intrusion detection system flexibility

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Study and Implementation of distributed intrusion detection system Based on Anycast Service

Study and Implementation of Distributed Intrusion Detection ...

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5th International Conference on Wireless Communications, Networking and Mobile Computing

作者： Wang Xiaonan Sch Engn & Comp Sci Changshu Inst Technol Changshu Peoples R China

ISBN: (纸本)9781424436927

An yeast is a new characteristic of Ipv6 and it has played an important role in many application fields. Therefore, in order to ensure that Anycast service can be performed in security and develop healthily this paper has proposed a distributed intrusion detection system model based on Anycast service. This distributed intrusion detection system model effectively combines the host intrusion detection and network intrusion detection and improves the Anycast servers' ability to defend against intrusion attacks, and in the meanwhile it can also ensure that Anycast service can be performed in security.

关键词： Anycast distributed intrusion detection system XML IPv6

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A distributed intrusion detection system for Future Smart Grid Metering Network

A Distributed Intrusion Detection System for Future Smart Gr...

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IEEE International Conference on Communications (IEEE ICC)

作者： Chatzimiltis, Sotiris Shojafar, Mohammad Tafazolli, Rahim Univ Surrey ICS 5GIC Guildford Surrey England Univ Surrey ICS 6GIC Guildford Surrey England

ISBN: (纸本)9781538674628

Integrating information and communication technologies into the power generation, transmission and distribution system provides a new concept called Smart Grid (SG). The wide variety of devices connected to the SG communication infrastructure generates heterogeneous data with different Quality of Service (QoS) requirements and communication technologies. An intrusion detection system (IDS) is a surveillance system monitoring the traffic flow over the network, seeking any abnormal behaviour to detect possible intrusions or attacks against the SG system. distributed fashion of power and data in SG leads to an increase in the complexity of analysing the QoS and user requirements. Thus, we require a Big Data-aware distributed IDS dealing with the malicious behaviour of the network. Motivated by this, we design a distributed IDS dealing with anomaly big data and impose the proper defence algorithm to alert the SG. This paper proposes a new smart meter (SM) architecture, including a distributed IDS model (SM-IDS). Secondly, we implement SM-IDS using supervised ML algorithms. Finally, a distributed IDS model is introduced using federated learning. Numerical results approve that Neighbourhood Area Network IDS (NAN-IDS) can help decrease smart meters' energy and resource consumption. Thus, SM-IDS achieves an accuracy of 84.31% with a detection rate of 74.69%. Also, NAN-IDS provides an accuracy of 87.40% and a detection rate of 86.73%.

关键词： Smart Grid Smart Meter Big Data distributed intrusion detection system Federated Learning

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Research on the Application of distributed intrusion detection system in Campus Network

Research on the Application of Distributed Intrusion Detecti...

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2024 International Conference on Optimization Computing and Wireless Communication, ICOCWC 2024

作者： Wang, Yongkang Zhang, Meixia College of Information Technology Shandong Provinee Weifang City261061 China

ISBN: (纸本)9798350383348

The application of distributed intrusion detection system (DIDS) in campus network is a security technology which aims at monitoring and analyzing network attacks. With the increasing number of campus network users and the rich network applications, network security issues have become increasingly prominent, especially in higher education institutions, protecting academic data and personal privacy information from illegal access or destruction has become very important. Therefore, it is of great significance to build an effective distributed intrusion detection system for improving the security of campus network © 2024 IEEE.

关键词： distributed intrusion detection system Ensure campus network information security firewalls game theory intrusion detection

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Exhaustive distributed intrusion detection system for UAVs attacks detection and security enforcement (E-DIDS)

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COMPUTERS & SECURITY 2024年 142卷

作者： Tlili, Fadhila Ayed, Samiha Fourati, Lamia Chaari Natl Sch Elect & Telecommun Sfax Sfax Tunisia Univ Technol Troyes LIST3N ERA Troyes France Sfax Univ Digital Res Ctr Sfax CRNS Lab Signals Syst aRtificial Intelligence & neTwork SMRTS Sfax Tunisia

distributed intrusion detection systems (DIDS) are a specialized subset of conventional IDSs designed for implementation in distributed environments. Each IDS is integrated into distinct entities within a monitored network, potentially distributed across various locations. These participating IDSs can be configured to detect either a particular or multiple attack types. Although DIDS has found extensive application in diverse IoT systems, its utilization in unmanned aerial vehicles (UAVs) still needs to be explored. Consequently, it is imperative to devise a comprehensive framework tailored explicitly for UAVs. It combines multiple detection units to enhance security. Based on the insights gained from previous studies, we propose an exhaustive DIDS for UAVs security enforcement in this paper. Our proposed solution offers a robust and scalable security approach. Through distributing the workload across interconnected IDSs deployed on the UAV, our solution was optimized for UAVs attacks detection to achieve high detection performance while reducing the complexity. To the best of our insight, there is no recorded DIDS for UAVs security, and attack detection has been proposed and evaluated. Furthermore, our paper provides a detailed analysis, outlining the development basis and the achieved results. We performed multiple experiments over different cases using different datasets. The achieved experimental results demonstrate that the proposed IDS has significantly high accuracy detection and low loss rates. Our proposed E-DIDS efficiently detects multiple attacks on different UAVs subsets with good global accuracy that reached 98.6% and low resource consumption.

关键词： Unmanned aerial vehicles intrusion detection system distributed intrusion detection system Security Attack detection

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The Application of distributed intrusion detection system in electronic commerce

The Application of Distributed Intrusion Detection System in...

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2010 International Symposium on Computer,Communication, Control and Automation

作者： Weijian Huang School of Information Science and Electrical Engineering Hebei University of Engineering Handan, China Yan An School of Information Science and Electrical Engineering Hebei University of Engineering Handan, China Guanjun Li Handan Information Office Handan, China Fei Wang School of Economy and Management Hebei University of Engineering Handan, China

With the rapid development of Internet, electronic commerce is being increasingly widely used, while Safety is the primary factor in the rapid development of electronic commerce. distributed intrusion detection system can effectively improve the security of electronic commerce environment. This paper analyzes the issues about electronic commerce security in detail, discusses the defects about distributed intrusion detection system, analyzes the improvements of distributed intrusion detection system, and fully demonstrates the importance of distributed intrusion detection system in electronic commerce security.

关键词： electronic commerce distributed intrusion detection system network security

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RESEARCH ON distributed intrusion detection system BASED ON MOBILE AGENT

RESEARCH ON DISTRIBUTED INTRUSION DETECTION SYSTEM BASED ON ...

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2008 International Conference on Machine Learning and Cybernetics(2008机器学习与控制论国际会议)

作者： JIN-GANG CAO GU-PING ZHENG Department of Computer North China Electric Power University Baoding Hebei 071003 China

关键词： Mobile agent distributed intrusion detection system network security

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