• Journal of IKEEE
• /
• v.26 no.4
• /
• pp.614-621
• /
• 2022

This paper proposes RIDS (Random Forest-Based Intrusion Detection), which is an intrusion detection system to detect hacking attack based on random forest. RIDS detects three typical attacks i.e. DoS (Denial of service) attack, fuzzing attack, and spoofing attack. It detects hacking attack based on four parameters, i.e. time interval between data frames, its deviation, Hamming distance between payloads, and its diviation. RIDS was designed in memory-centric architecture and node information is stored in memories. It was designed in scalable architecture where DoS attack, fuzzing attack, and spoofing attack can be all detected by adjusting number and depth of trees. Simulation results show that RIDS has 0.9835 accuracy and 0.9545 F1 score and it can detect three attack types effectively.

• The KIPS Transactions:PartC
• /
• v.16C no.1
• /
• pp.13-20
• /
• 2009

Recently, as traffic flooding attacks such as DoS/DDoS and Internet Worm have posed devastating threats to network services, rapid detection and proper response mechanisms are the major concern for secure and reliable network services. However, most of the current Intrusion Detection Systems (IDSs) focus on detail analysis of packet data, which results in late detection and a high system burden to cope with high-speed network traffic. In this paper we propose an SNMP-based lightweight and fast detection algorithm for traffic flooding attacks, which minimizes the processing and network overhead of the detection system, minimizes the detection time, and provides high detection rate. The attack detection algorithm consists of three consecutive stages. The first stage determines the detection timing using the update interval of SNMP MIB. The second stage analyzes attack symptoms based on correlations of MIB data. The third stage determines whether an attack occurs or not and figure out the attack type in case of attack.

• Journal of the Korea Institute of Information Security & Cryptology
• /
• v.13 no.1
• /
• pp.19-26
• /
• 2003

Recently, the number of internet service companies is increasing and so is the number of malicious attackers. Damage such as distrust about credit and instability of the service by these attacks may influence us fatally as it makes companies image failing down. One of the frequent and fatal attacks is DoS(Denial-of-Service). Because the attacker performs IP spoofing for hiding his location in DoS attack it is hard to get an exact location of the attacker from source IP address only. and even if the system recovers from the attack successfully, if attack origin has not been identified, we have to consider the possibility that there may be another attack again in near future by the same attacker. This study suggests to find the attack origin through MAC address marking of the attack origin. It is based on an IP trace algorithm, called Marking Algorithm. It modifies the Martins Algorithm so that we can convey the MAC address of the intervening routers, and as a result it can trace the exact IP address of the original attacker. To improve the detection time, our algorithm also contains a technique to improve the packet arrival rate. By adjusting marking probability according to the distance from the packet origin we were able to decrease the number of needed packets to traceback the IP address.

• 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.

• Proceedings of the Korea Institutes of Information Security and Cryptology Conference
• /
• 2003.12a
• /
• pp.591-596
• /
• 2003

현재의 네트워크 공격 중 대부분은 특정시스템의 서비스를 거부하도록 하여 서비스에 대한 가용성을 제공하지 못하도록 하는 공격이다. 이러한 공격의 유형은 DoS로부터 시작해서 현재에는 DDoS, DRDoS등의 보다 지능화된 새로운 공격으로 발전하고 있다. 이러한 공격은 탐지 자체도 어려울 뿐만 아니라 탐지하더라도 이에 대응하기 위한 방법 또한 어려운 것이 현실이다. 본 논문에서는 시뮬레이션 도구를 이용해서 보호하고자 하는 네트워크를 가상으로 구성하고 서비스공격 행위의 패턴들을 분석, 적용함으로써 통합보안관제 시스템에서 최적의 서비스 거부 공격 완화 방법을 설계하는 시스템을 제안한다.

• Proceedings of the Korea Information Processing Society Conference
• /
• 2008.11a
• /
• pp.1575-1578
• /
• 2008

네트워크가 광범위하게 발달함에 따라 DoS 공격 기법은 더욱 다양해지고 있고 지능화되고 있다. 따라서 네트워크에 기반한 DoS 공격의 탐지는 더욱 어려워지고 있다. 본 논문에서는 이러한 DoS 공격에 대해 호스트에 기반한 Native API 의 빈도수를 이용한 침입 탐지 메커니즘에 관하여 기술한다.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
• /
• 2015.05a
• /
• pp.231-234
• /
• 2015

본 논문에서는 정보시스템을 공격하는 여러 공격 기법 중, 대표적인 서비스 거부 공격 기법인 Sync Flooding 공격 기법에 관해 연구하여, 시스템 성능 저하 및 마비의 근본원인을 탐지하고 이를 기반으로 최근 새롭게 등장하는 Sync Flooding 공격 방어를 위한 기법을 설계하려 한다. Sync Flooding 공격 기법은 DoS공격으로 서버의 자원(resources)를 고갈시키는 네트워크 트래픽 flooding 기법이 특징이다. 이러한 보안 취약점 해결하기 위한 방어 정책 수립과 공격 시나리오에 따른 방어기법을 제안 한다.

• Proceedings of the Korea Institutes of Information Security and Cryptology Conference
• /
• 2006.06a
• /
• pp.419-422
• /
• 2006

Zigbee 홈 센서네트워크에서의 보안은 최근 떠오르는 중요한 문제 중 하나이다. 네트워크에 침입하거나 기능을 마비시키기 위해 여러 가지 공격방법들이 사용되고 있으며, 기 중 정상 노드로의 DoS(Denial of Service)공격은 네트워크에서 사용 중인 주파수를 알고 있다면 쉽게 수행될 수 있고 그 후 무력화된 노드의 인증정보를 이용해서 더 큰 문제를 발생시킬 수 있다. 본 논문에서는 zigbee 노드에 대한 DoS 공격과 인증정보위조 공격을 효율적으로 탐지해 낼 수 있는 방식을 제안한다.

• Journal of Internet Computing and Services
• /
• v.6 no.1
• /
• pp.1-12
• /
• 2005

Recently, the patterns of cyber attack through internet have been various and have become more complicated and thus it is difficult to detect a network intruder effectively and to response the intrusion quickly. Therefore, It is almost not possible to chase the real location of a network intruder and to isolate the Intruder from network in UDP based DoS or DDoS attacks spoofing source IP address and in TCP based detour connection attacks. In this paper, we propose active security architecture on active network to correspond to various cyber attacks promptly. Security management framework is designed using active technology, and security control mechanism to chase and isolate a network intruder is implemented. We also test the operation of the active security mechanism implemented on test_bed according to several attack scenarios and analyze the experiment results.

• Proceedings of the Korean Information Science Society Conference
• /
• 2003.04a
• /
• pp.299-301
• /
• 2003

보안의 중요성이 강조되고 있는 요즈음 해킹이라는 용어는 시스템에 침입하여 정보를 빼내거나 수정, 삭제하는 행위를 포함하여 서비스를 방해하는 행위로도 일컬어지고 있다. 보편적으로 많이 사용되고 있는 TCP 프로토콜 자체의 취약점을 이용한 서비스 거부공격이 갈수록 거대해지고 위험한 공격 방식으로 인식되고 있지만 이에 대한 적절한 예방법이 없는 것이 사실이다. 본 논문에서는 TCP 프로토콜을 확장하여 서비스 거부공격에 대한 예방 기능을 가진 프로토콜을 제안한다.