• Title/Summary/Keyword: Distributed denial of service

Search Result 163, Processing Time 0.02 seconds

A Study on DDoS(Distributed Denial of Service) Attack Detection Model Based on Statistical (통계 기반 분산서비스거부(DDoS)공격 탐지 모델에 관한 연구)

  • Kook, Yoon-Ju;Kim, Yong-Ho;Kim, Jeom-Goo;Kim, Kiu-Nam
    • Convergence Security Journal
    • /
    • v.9 no.2
    • /
    • pp.41-48
    • /
    • 2009
  • Distributed denial of service attack detection for more development and research is underway. The method of using statistical techniques, the normal packets and abnormal packets to identify efficient. In this paper several statistical techniques, using a mix of various offers a way to detect the attack. To verify the effectiveness of the proposed technique, it set packet filtering on router and the proposed DDoS attacks detection method on a Linux router. In result, the proposed technique was detect various attacks and provide normal service mostly.

  • PDF

A SYN flooding attack detection approach with hierarchical policies based on self-information

  • Sun, Jia-Rong;Huang, Chin-Tser;Hwang, Min-Shiang
    • ETRI Journal
    • /
    • v.44 no.2
    • /
    • pp.346-354
    • /
    • 2022
  • The SYN flooding attack is widely used in cyber attacks because it paralyzes the network by causing the system and bandwidth resources to be exhausted. This paper proposed a self-information approach for detecting the SYN flooding attack and provided a detection algorithm with a hierarchical policy on a detection time domain. Compared with other detection methods of entropy measurement, the proposed approach is more efficient in detecting the SYN flooding attack, providing low misjudgment, hierarchical detection policy, and low time complexity. Furthermore, we proposed a detection algorithm with limiting system resources. Thus, the time complexity of our approach is only (log n) with lower time complexity and misjudgment rate than other approaches. Therefore, the approach can detect the denial-of-service/distributed denial-of-service attacks and prevent SYN flooding attacks.

Machine Learning-based Detection of DoS and DRDoS Attacks in IoT Networks

  • Yeo, Seung-Yeon;Jo, So-Young;Kim, Jiyeon
    • Journal of the Korea Society of Computer and Information
    • /
    • v.27 no.7
    • /
    • pp.101-108
    • /
    • 2022
  • We propose an intrusion detection model that detects denial-of-service(DoS) and distributed reflection denial-of-service(DRDoS) attacks, based on the empirical data of each internet of things(IoT) device by training system and network metrics that can be commonly collected from various IoT devices. First, we collect 37 system and network metrics from each IoT device considering IoT attack scenarios; further, we train them using six types of machine learning models to identify the most effective machine learning models as well as important metrics in detecting and distinguishing IoT attacks. Our experimental results show that the Random Forest model has the best performance with accuracy of over 96%, followed by the K-Nearest Neighbor model and Decision Tree model. Of the 37 metrics, we identified five types of CPU, memory, and network metrics that best imply the characteristics of the attacks in all the experimental scenarios. Furthermore, we found out that packets with higher transmission speeds than larger size packets represent the characteristics of DoS and DRDoS attacks more clearly in IoT networks.

Practical Revision for Implementing the Distributing Security-Mediated PKI

  • Yang Jong-Phil;Shim Mi-Sun;Rhee Kyung Hyune
    • Journal of Korea Multimedia Society
    • /
    • v.8 no.12
    • /
    • pp.1638-1648
    • /
    • 2005
  • The SEM approach to PKl offers several advantages, such as immediate revocation of users' signing ability without CRLs and compatibility with the standard RSA. However, it has a weakness against denial of service attack caused by breaking down or being compromised. G. Vanrenen et al. proposed a distributed SEM approach to overcome the weaknesses. However, it does not provide the desirable properties such as instant availability and immunity against denial of service attack, due to inadequate usage of threshold cryptography and proactive secret sharing. In this paper, we point out its structural contradictions and propose a modified version of distributed SEM approach.

  • PDF

Design of Removal Module of Malicious Agent for Distributed Denial of Service Attack Response System (분산서비스거부 공격 대응 시스템을 위한 악성에이전트 제거 모듈 설계)

  • Chae, Youn-Ju;Seo, Jin-Cheol;Lim, Chae-Ho;Won, Yoo-Hun
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2000.10b
    • /
    • pp.1477-1480
    • /
    • 2000
  • 분산서비스거부(Distributed Denial of Service or DDoS)틀 이용한 공격은 공격목표시스템이 보안이 철저하다고 해도 쉽게 공격을 가할 수 있는 공격법이다. 근래에 들어 이러한 공격법은 여러 해킹 툴의 보급과 함께 급격히 증가하고 있다. 하지만, 시스템 자체의 보안만으로 대처 방안이 되지 못하고 있는 실정이다. DDoS 공격을 방지하기 위해서는 전체 시스템들이 모두 보안체계를 갖추고 있어야 하지만, 이것은 현실적으로 불가능하다. 결국 DDoS 공격을 탐지하고 대처하기 위해서는 라우터와 네트워크를 기반으로 한 대응시스템 설계가 요구된다. 또한 DDoS 공격의 재발을 막기 위해서는 DDoS 공격 시스템으로 이용된 시스템을 찾아 악성프로그램을 탐지하고 제거할 수 있는 악성에이전트 탐지 및 제거 시스템을 설계하였다.

  • PDF

DDoS Defense using Address Prefix-based Priority Service (Address Prefix에 기반한 우선 순위 서비스를 이용한 DDoS 방어)

  • Jin, Jinghe;Lee, Tai-Jin;Nam, Seung-Yeob
    • Journal of the Korea Society for Simulation
    • /
    • v.18 no.4
    • /
    • pp.207-217
    • /
    • 2009
  • We propose a two-stage Distributed Denial of Service (DDoS) defense system, which can protect a given subnet by serving existing flows and new flows with a different priority based on IP history information. Denial of Service (DoS) usually occurs when the resource of a network node or link is limited and the demand of the users for that resource exceeds the capacity. The objective of the proposed defense system is to provide continued service to existing flows even in the presence of DDoS attacks. The proposed scheme can protect existing connections effectively with a smaller memory size by reducing the monitored IP address set through sampling and per-prefix history management. We evaluate the performance of the proposed scheme through simulation.

DDoS Attack Response Framework using Mobile Code (DDoS 공격 대응 프레임워크 설계 및 구현)

  • Lee, Young-seok
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
    • /
    • v.3 no.3
    • /
    • pp.31-38
    • /
    • 2010
  • It has become more difficult to correspond an cyber attack quickly as patterns of attack become various and complex. However, current security mechanisms just have passive defense functionalities. In this paper, we propose new network security architecture to respond various cyber attacks rapidly and to chase and isolate the attackers through cooperation between security zones. The proposed architecture makes it possible to deal effectively with cyber attacks such as IP spoofing or DDoS(Distributed Denial of Service), by using active packet technology including a mobile code on active network. Also, it is designed to have more active correspondent than that of existing mechanisms. We implemented these mechanisms in Linux routers and experimented on a testbed to verify realization possibility of attacker response framework using mobile code. The experimentation results are analyzed.

  • PDF

Attacker Response Framework using Mobile Code (이동 코드를 이용한 공격자 대응 프레임워크)

  • Bang Hyo-Chan;Him Jin-Oh;Na Jung-Chan;Jang Joong-Su;Lee Young-Suk
    • The KIPS Transactions:PartC
    • /
    • v.11C no.7 s.96
    • /
    • pp.959-970
    • /
    • 2004
  • It has become more difficult to correspond an cyber attack quickly as patterns of attack become various and complex. However, current so curity mechanisms just have passive defense functionalities. In this paper, we propose new network suity architecture to respond various cyber attacks rapidly and to chase and isolate the attackers through cooperation between security zones. The proposed architecture makes it possible to deal effectively with cyber attacks such as IP spoofing or DDoS(Distributed Denial of Service), by using active packet technology including a mobile code on active network. Also, it is designed to have more active correspondent than that of existing mechanisms. We im-plemented these mechanisms in Linux routers and experimented on a testbed to verify realization possibility of attacker response framework using mobile code. The experimentation results are analyzed.

A Detect and Defense Mechanism of Stateful DRDoS Attacks (상태기반 DRDoS 공격에 대한 탐지 및 방어기법)

  • Kim, Minjun;Seo, Kyungryong
    • Journal of the Institute of Electronics and Information Engineers
    • /
    • v.51 no.5
    • /
    • pp.127-134
    • /
    • 2014
  • In DRDoS(Distributed Reflective Denial of Service) attacks, the victim is bombarded by packets from legitimate reflector unlike DDoS(Distributed Denial of Service) attacks through zombie, which is more dangerous than DDoS attack because it is in stronger disguise. Therefore, the method of filtering packet method on router are useless. Moreover SCTP(Stream Control Transmission Protocol) multi-homing feature, such as with an improved transmission protocol allows detecting attacks is more difficult and the effect of the attack can be maximized. In this paper we propose a DRDoS detection mechanism based on DRDoS utilizing attention to the characteristics of stateful protocols. The proposed scheme is backed by stateful firewall, and detect DRDoS attacks through a rules table and perform a defense treatment against DRDoS attack. Rules table with a simple structure is possible to easily adapt for any kind of stateful protocol can used by DRDoS attack. The experimental result confirm that our proposed scheme well detect DRDoS attacks using SCTP, the next-generation transmission protocol which not known by victim, and reduce the attacking packets rapidly.

Attack Detection Algorithm Using Exponential Smoothing Method on the IPv6 Environment (IPv6 환경에서 지수 평활법을 이용한 공격 탐지 알고리즘)

  • Koo Hyang-Ohk;Oh Chang-Suk
    • The Journal of the Korea Contents Association
    • /
    • v.5 no.6
    • /
    • pp.378-385
    • /
    • 2005
  • Mistaking normal packets for harmful traffic may not offer service in conformity with the intention of attacker with harmful traffic, because it is not easy to classify network traffic for normal service and it for DDoS(Distributed Denial of Service) attack. And in the IPv6 environment these researches on harmful traffic are weak. In this dissertation, hosts in the IPv6 environment are attacked by NETWOX and their attack traffic is monitored, then the statistical information of the traffic is obtained from MIB(Management Information Base) objects used in the IPv6. By adapting the ESM(Exponential Smoothing Method) to this information, a normal traffic boundary, i.e., a threshold is determined. Input traffic over the threshold is thought of as attack traffic.

  • PDF