• Title/Summary/Keyword: Denial of Service

Search Result 403, Processing Time 0.024 seconds

Using Machine Learning Techniques for Accurate Attack Detection in Intrusion Detection Systems using Cyber Threat Intelligence Feeds

  • Ehtsham Irshad;Abdul Basit Siddiqui
    • International Journal of Computer Science & Network Security
    • /
    • v.24 no.4
    • /
    • pp.179-191
    • /
    • 2024
  • With the advancement of modern technology, cyber-attacks are always rising. Specialized defense systems are needed to protect organizations against these threats. Malicious behavior in the network is discovered using security tools like intrusion detection systems (IDS), firewall, antimalware systems, security information and event management (SIEM). It aids in defending businesses from attacks. Delivering advance threat feeds for precise attack detection in intrusion detection systems is the role of cyber-threat intelligence (CTI) in the study is being presented. In this proposed work CTI feeds are utilized in the detection of assaults accurately in intrusion detection system. The ultimate objective is to identify the attacker behind the attack. Several data sets had been analyzed for attack detection. With the proposed study the ability to identify network attacks has improved by using machine learning algorithms. The proposed model provides 98% accuracy, 97% precision, and 96% recall respectively.

An IDS in MANET with Cross Layer Concept (크로스 층에서의 MANET을 이용한 IDS)

  • Kim, Sang-Eun;Han, Seung-Jo
    • Journal of Advanced Navigation Technology
    • /
    • v.14 no.1
    • /
    • pp.41-48
    • /
    • 2010
  • Intrusion detection forms a vital component of internet security. To keep pace with the growing trends, there is a critical need to replace single layer detection technology with multi layer detection. Different types of Denial of Service (DoS) attacks thwart authorized users from gaining access to the networks and we tried to detect as well as alleviate some of those attacks. We have proposed a novel cross layer intrusion detection architecture to discover the malicious nodes. The information available across different layers of protocol stack are exploited in order to improve the accuracy of detection. We have used cooperative and distributive anomaly intrusion detection with data mining technique to enhance the proposed architecture. The simulation of the proposed architecture is done in OPNET simulator and the results are analyzed.

Design and Implementation of a Security Program for Supersafe Document Using Ancient and Modern Cryptography (고대 및 현대 암호 방식을 결합한 초안전 문서 보안 프로그램의 설계 및 구현)

  • You, Yeonsoo;Lee, Samuel Sangkon
    • Journal of Korea Multimedia Society
    • /
    • v.20 no.12
    • /
    • pp.1913-1927
    • /
    • 2017
  • Encryption technology is to hide information in a cyberspace built using a computer and to prevent third parties from changing it. If a malicious user accesses unauthorized device or application services on the Internet of objects, it may be exposed to various security threats such as data leakage, denial of service, and privacy violation. One way to deal with these security threats is to encrypt and deliver the data generated by a user. Encrypting data must be referred to a technique of changing data using a complicated algorithm so that no one else knows the content except for those with special knowledge. As computers process computations that can be done at a very high speed, current cryptographic techniques are vulnerable to future computer performance improvements. We designed and implemented a new encryption program that combines ancient and modern cryptography so that the user never knows about data management, and transmission. The significance of this paper is that it is the safest method to combine various kinds of encryption methods to secure the weaknesses of the used cryptographic algorithms.

Research on Wireless Sensor Networks Security Attack and Countermeasures: Survey (무선 센서 네트워크 보안 위협 및 대응책 연구)

  • Hong, Sunghyuck
    • Journal of Convergence Society for SMB
    • /
    • v.4 no.4
    • /
    • pp.1-6
    • /
    • 2014
  • A wireless sensor network is being actively researched around the world that are connected to the mesh are a plurality of sensor nodes in a wireless manner that span different regions of the techniques. However, wireless communications use the limitation of resources, so it is very weak due to the properties of the network itself secure in comparison to the normal network. Wireless sensor network is divided into tapped-based attacks, forgery based attacks, denial of service attacks based largely by securities laws must defend against various attacks such as insertion of the wrong information being sent eavesdropping or modification of information, which is usually sensor network applications need to do. The countermeasure of sensor network attack is described in this research, and it will contribute to establish a secure sensor network communication.

  • PDF

The Taxonomy Criteria of DoS Attack Pattern for Enhanced Intrusion Detection System (향상된 침입 탐지 시스템을 위한 DoS 공격 유형의 분류 체계)

  • Kim, Kwang-Deuk;Park, Seung-Kyun;Lee, Tae-Hoon;Lee, Sang-Ho
    • The Transactions of the Korea Information Processing Society
    • /
    • v.6 no.12
    • /
    • pp.3606-3612
    • /
    • 1999
  • System(IDS) hasn't Protection capability for various security attacks perfectly. Because, It is probably affected by IDS's workload caused by treating all kind of the characteristics and attack patterns of system and can't probe all of the attack types being intelligently different with attack patterns. In this paper, we propose a new taxonomy criteria about DoS(denial of service attacks) to make more efficient and new real time probing system. It's started with an idea that most of the goal oriented systems make the state of system operation more unambiguous than general purpose system. A new event caused the state of the system operation to change and classifying a category of the new events may contribute to design the IDS.

  • PDF

DDoS Security Considerations When proposing a protocol for CoAP (CoAP을 위한 프로토콜 제안 시 DDoS 보안 고려사항)

  • Jo, Seoyeon;Gong, Seonghyeon;Seok, Byoung-jin;Lee, Changhoon
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2019.05a
    • /
    • pp.204-207
    • /
    • 2019
  • DDoS(Distributed Denial of Service) 공격은 네트워크상에서 다수의 시스템 협업으로 하나의 표적 시스템을 공격하여 서비스의 가용성을 침해하는 공격이다. 이는 점차 지능적인 방법으로 진화하고 있으며 특히 IoT를 대상으로 한 DDoS 공격이 증가하고 있다. 이기종의 기기들이 연결된 IoT는 기존 IT디바이스와 비교하여 제한된 자원을 가지고 있어 IoT 네트워크 특성을 고려한 DDoS 보안 기법이 요구된다. 국제 인터넷 표준화 기구 IETF에서 IoT를 지원하기 위해 제정한 CoAP(Constrained Application Protocol)은 기존 IT 네트워크와 호환성을 가진 응용 계층 프로토콜이다. 본 논문은 CoAP의 DDoS 공격 취약점과 대응 방안을 정리하고 새로운 프로토콜을 추가할 시 고려해야 할 사항을 제시한다.

MIPv6 Binding Update Protocol Secure Against both Redirect and DoS Attacks (Redirect 공격과 DoS 공격에 안전한 MIPv6 바인딩 업데이트 프로토콜)

  • Kang Hyun-Sun;Park Chang-Seop
    • Journal of the Korea Institute of Information Security & Cryptology
    • /
    • v.15 no.5
    • /
    • pp.115-124
    • /
    • 2005
  • We propose a new binding update(BU) protocol between mobile node(CN) and correspondent node(CN) for the purpose of preventing redirect attacks and DoS attacks observed from the existing BU protocols and enhancing the efficiency of the BU protocol. Home agent plays a role of both authentication server validating BU message and session key distribution center for MN and CN. Also propose the stateless Diffie-Hellman key agreement based on cryptographically generated address (CGA). Suity of our proposed Protocol is analyzed and compared with other protocols. The proposed protocol is more efficient than previous schemes in terms of the number of message flows and computation overhead and is secure against both redirect and DoS attacks.

Research on security technology to respond to edge router-based network attacks (Edge 라우터 기반 네트워크 공격에 대응하는 보안기술 연구)

  • Hwang, Seong-Kyu
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.26 no.9
    • /
    • pp.1374-1381
    • /
    • 2022
  • Existing research on security technology related to network attack response has focused on research using hardware network security technology, network attacks that wiretap and wiretap network packets, denial of service attack that consumes server resources to bring down the system, and network by identifying vulnerabilities before attack. It is classified as a scanning attack. In addition, methods for increasing network security, antivirus vaccines and antivirus systems have been mainly proposed and designed. In particular, many users do not fully utilize the security function of the router. In order to overcome this problem, it is classified according to the network security level to block external attacks through layered security management through layer-by-layer experiments. The scope of the study was presented by examining the security technology trends of edge routers, and suggested methods and implementation examples to protect from threats related to edge router-based network attacks.

Security Issue in T-MAC Communication Protocol (T-MAC 통신 프로토콜에서 보안 이슈)

  • Hong, Jin-Keun
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.11 no.12
    • /
    • pp.4760-4765
    • /
    • 2010
  • Time out-medium access control (T-MAC) protocol is one of the well-known MAC protocols designed for wireless sensor networks (WSN), and is proposed to enhance the poor performance of the S-MAC protocol. In this paper, we are reviewed about security vulnerability in T-MAC, and analyzed the power which is consumed at each stage of T-MAC protocol according to vulnerability of denial of service (DoS) and replay problem. From our analytical results, it can be considered the need of power efficient authentication scheme which provides the reliability, efficiency, and security for a general T-MAC communication. This is the case study of possible DoS vulnerability and its power consumption in T-MAC.

Detecting the HTTP-GET Flood Attacks Based on the Access Behavior of Inline Objects in a Web-page Using NetFlow Data

  • Kang, Koo-Hong
    • Journal of the Korea Society of Computer and Information
    • /
    • v.21 no.7
    • /
    • pp.1-8
    • /
    • 2016
  • Nowadays, distributed denial of service (DDoS) attacks on web sites reward attackers financially or politically because our daily lifes tightly depends on web services such as on-line banking, e-mail, and e-commerce. One of DDoS attacks to web servers is called HTTP-GET flood attack which is becoming more serious. Most existing techniques are running on the application layer because these attack packets use legitimate network protocols and HTTP payloads; that is, network-level intrusion detection systems cannot distinguish legitimate HTTP-GET requests and malicious requests. In this paper, we propose a practical detection technique against HTTP-GET flood attacks, based on the access behavior of inline objects in a webpage using NetFlow data. In particular, our proposed scheme is working on the network layer without any application-specific deep packet inspections. We implement the proposed detection technique and evaluate the ability of attack detection on a simple test environment using NetBot attacker. Moreover, we also show that our approach must be applicable to real field by showing the test profile captured on a well-known e-commerce site. The results show that our technique can detect the HTTP-GET flood attack effectively.