KR100733830B1 - DDoS Detection and Packet Filtering Scheme - Google Patents

Abstract

The present invention relates to a distributed denial of service (DDoS) attack detection and response method in a broadband network, the method comprising: obtaining a packet loss probability of an output queue at each router; If the ratio of the arrival rate of the packet entering the output queue and the bandwidth of the output queue is 1 or more, the router of the output queue sends a warning message informing the downstream routers that the congestion situation, and the terminal including the target of the warning message. Transmitting to a router, the end router reconfiguring the attack path based on the warning message, and the end router requesting packet filtering to the routers farthest from the end router in the reconstructed attack path. Sending a step.

DDoS attack, output queue, packet loss probability, single server queuing model

Description

Distributed Denial of Service Attack Detection and Response in Broadband Networks {DDoS Detection and Packet Filtering Scheme}

1 is a simplified diagram illustrating a type of DDoS attack on a network.

The present invention relates to a distributed denial of service (DDoS) attack detection and response method of a communication network. More specifically, the present invention relates to a DDoS attack detection and response method for effectively controlling such abnormal traffic by viewing a denial of service attack as a traffic congestion phenomenon.

Denial of Service (“DoS”) attacks refer to an attack method that temporarily or completely stops a service function of a network by introducing harmful traffic to a target network / server. Distributed Denial of Service (DDoS) attack, a form of DoS attack, is an attack that concentrates traffic on a target network / server by integrating multiple distributed attack programs, which is not only harder to detect than the general DoS attack. It has more powerful destructive power. Such a DDoS attack depletes resources of the entire network with a large amount of harmful traffic and puts a heavy load on the network and paralyzes the network.

Existing methods for detecting and preventing DDoS attacks include methods such as pattern-based filtering or queue management. These existing methods mainly monitor the traffic on the network and use the loss of traffic to detect the presence of DDoS attacks. However, attackers can easily change the amount of attack traffic and field information in packets, making it difficult to find common features of DDoS packets, which can be a measure of filtering, as well as detect patterns of traffic from attackers. Even if it is difficult to actively respond to the attack is a problem.

On the other hand, the existing countermeasures against DDoS attacks are classified into pushback technique and traceback technique of attack origin.

First, the pushback technique is a method that allows a router to block a collective trickle suspected of an attack. An attack is mainly performed through a collaboration process between routers using a rate limiting technique. To prevent. However, it is already known that this technique is not effective when DDoS attackers are well distributed on the Internet.

The source traceback technique is a technique for traceback of an attack address by generating a separate traceback message without relying on source information of a packet. For example, Korean Patent No. 456635 discloses a DDoS attack response system and method for backtracking an attacking host and blocking traffic of the attacking host by generating and sending a backtracking sensor when there is an alarm informing that there is an attack. have. However, it is known that this technique increases the network load and cannot actively respond to DDoS attacks. In addition, the patent does not describe a method for detecting the presence of a DDoS attack.

As such, there is a lack of effective countermeasures against DDoS attacks such as detecting DDoS attacks quickly, blocking them, or tracing the source of the attacks.

An object of the present invention is to provide a DDoS attack detection method that detects a DDoS attack quickly by using a queuing model and accurately traces back the origin of the attack. In addition, an object of the present invention is to provide a DDoS attack detection method that can adjust the accuracy of the source tracking, the number of routers performing filtering, etc. only by adjusting the threshold.

Another object of the present invention is to provide a DDoS attack countermeasure method, in which an edge router causes a router that first encountered congestion to perform packet filtering, and reduces the burden on routers by stopping packet filtering when the attack is mitigated. will be.

The present invention understands such a denial of service attack that causes a bottleneck of the network and a normal service provision capability as a traffic congestion phenomenon, and proposes a mechanism for efficiently controlling such abnormal traffic. This mechanism was developed based on the queue model. In addition, we propose a DDoS detection and packet filtering method in which each router in the network exchanges detection results of locally observed DDoS attacks using these mechanisms, and performs global detection and defense using them. Hereinafter, exemplary embodiments of the present invention will be described in detail.

1 illustrates a type of DDoS attack on a network. In general, DDoS attacks have a funnel-like traffic flow. The origins of the attack are distributed widely on the network, like the entrance to the funnel, and the attack packets originating from these origins are concentrated to the edge router containing the target through the router via the middle of the network.

In view of this type of attack, the present invention allows the end router to determine whether an attack has occurred and its characteristics. Because the end router can observe all of the attack packets, it is most effective to have the end router understand the nature and nature of the attack. Meanwhile, the present invention allows packet filtration, which is an attack countermeasure, to occur in the attack source network. By doing so, it is possible to block the attack packet from flowing into the network itself and to prevent wasting network resources.

That is, the present invention is to enable the detection of the attack at the end router using the characteristics of the DDoS attack, and to perform packet filtration at the router farthest from the end router, that is, the closest to the origin of the attack.

In order to detect DDoS attacks in broadband networks, each router on the network needs to observe traffic. The present invention uses the packet loss probability rather than the packet loss amount to determine the loss of traffic. In addition, in order to measure the packet loss probability of the output queue in each router, the output queue is designed as an M / M / 1 / K queuing model, which is a single-server queuing model.

In the M / M / 1 / K queuing model, when the bandwidth of the output queue is μ _j , the arrival rate of packets entering the queue is λ _j , and the capacity of the queue is K, the probability of packet loss of the jth output queue is Is defined as:

이다. j번째 큐는

이거나

인 경우 혼잡한 상황으로 간주되고, 상기 큐에 직접 연결된 하류측 라우터로 경고 메시지를 전달한다. 상기 임계치

를 조정함으로써 공격 탐지 수준을 제어할 수 있고, 이에 따라 네트워크의 상황에 맞는 DDoS 공격 탐지가 가능하도록 하며 공격에 대한 대응 수준도 조절할 수 있다.here,

to be. jth queue

Or

Is considered to be a congested situation and forwards a warning message to downstream routers directly connected to the queue. The threshold

You can control the level of attack detection by adjusting the number of DDoS attacks according to the network situation, and adjust the level of response to the attack.

Table 1 below describes some system variables used in the algorithm used in the present invention.

Notation Explanation

The set of upper routers that send AMs and are directly connected to the router's input queue.

A set of output queues for a specific passthru router.

A set of congested output queues for a particular router.

A set of output queues in the normal state of a particular router.

Downstream router directly connected to the jth output queue.

An upstream router that is directly connected to the ith input queue.

Period of time during which the router does not check for congestion.

Reconstructed Attack Paths (RAPs), or sets of routers that make up an attack path. Subscript is the index of the RAP.

Set of indices of P _n .

The router that is furthest from the end router among the routers forming P _n .

The filtering rate of packets sent to the jth output queue.

The rate at which packets enter the jth output queue when the router filters packets for the jth output queue.

On the other hand, Table 2 describes the messages exchanged between routers in the algorithm proposed by the present invention. The messages in Table 2 can be implemented via Internet Control Message Protocol (ICMP) packets.

Message name Explanation AM (Alarm Message) Alarm message sent to downstream routers when a router detects congestion. When a router sends an AM to downstream routers, it is appended with the network address of the router sending the AM. IM (Ignore Message) Message telling neighboring routers to ignore congestion. RPFM (Message for Requesting Packet Filtering) A message that the end router asks the passthrough router to filter the attack packet. This message contains the characteristics of the attack packet resulting from a global detection performed by the end router. Message for Accepting Packet Filtering (APFM) This message indicates that the router receiving the RPFM accepts the packet filtering request to the end router that sent the RPFM. After sending this message, packet filtering is performed. Message for Stopping Packet Filtering (SPFM) A message that the end router asks the passthrough router to stop filtering the packet. IPFM (Message for Ignoring Packet Filtering) A message by the pass-through router to notify the end router that no packet filtration is required or that packet filtration has been stopped.

In the DDoS detection and response method of the present invention, the routers of the network detect the congestion of the network through the packet loss probability of the output queue, and notify other routers in the network so that the edge router finally attacks the DDoS attack. Directing the packet closest to the router closest to the origin of the packet avoids congestion on the network.

The following is the process for each situation.

<Process when Congestion Occurs in a Specific Output Queue at the Passthru Router>

Step 1. If congestion is detected where j ^* ∈J _N , update J _C to J _C ∪ {j ^* }. If not, the update stops.

Step 2. If I _A ≠ φ, send all AMs from UR _i , i∈I _A , to DR _{j *} and perform step 4. If not, perform step 3.

Step 3. After sending all AMs to DR _{j *} , perform step 4.

Step 4. Interrupt j ^* 's congestion check during T _sleep .

<Process when the pass-through router receives AM from UR _{i *} >

Step 1. If the router is performing packet filtering, it sends AM to DR _j for j∈J _C. If J _C ≠ φ, send AM to the end router which is the destination of the filtered packet and perform step 3. If not, perform step 2.

Step 2. If J _C = φ, send IM and stop with UR _{i *} .

Step 3. From UR _{i *} is transmitted to all the AM DR _j is j∈J _C.

Step 4. Update I _A with I _A ∪ {UR _{i *} }.

<Process when Passing Router Receives IM from DR _{j *} >

Step 1. Update J _C with J _C- {j ^* }

Step 2. Interrupt j ^* 's congestion check during T _sleep .

<Process of when congestion in the place where j ^* ∈ J _C disappeared in the pass router>

Step 1. Update J _C with J _C- {j ^* }

Step 2. Send IM to DR _{j *}

<Process when the pass-through router receives IM sent from UR _{i *} >

Step 1. Update I _A with I _A- {UR _{i *} }.

<Process when Passthru Router Receives RPFM Sent from DR _{j *} >

Step 1. If j ^* does not belong to J _c , then IPFM is sent to the end router. If not, perform step 2.

Step 2. If the router was the destination of the RPFM, perform step 2-1, otherwise perform step 3.

Step 2-1. Send the APFM to the end router.

가 될 때까지, 공격 특성을 가지고 말단 라우터로 전송되는 패킷의 여과를 수행한다.Step 2-2.

Filter the packets forwarded to the end router with the attack characteristics.

Step 2-3. Send IM to DR _{j *} and update J _C with J _C- {j ^* }.

가 된 후, IPFM을 말단 라우터에게 보낸다.Step 2-4.

After that, the IPFM is sent to the end router.

Step 3. Send the RPFM to the destination router.

Step 4. Update J _C with J _C- {j ^* } and stop j ^* 's congestion check during T _sleep .

<Process when Passing Router Receives SPFM Sent from DR _{j *} >

Step 1. If the router is the destination of the SPFM, perform step 2; otherwise, send to that destination.

Step 2. Stop filtering on packets that are prone to attack and toward the end router.

Step 3. Update J _C with J _C- {j ^* }

Step 4. Interrupt j ^* 's congestion check during T _sleep .

<Process when terminal router receives AM sent from UR _{i *} >

Step 1. Global detection is performed using the existing Aggregated-based Congestion Control (ACC) method, and if it is determined that an attack is currently in progress, step 2 is performed. If not, stop.

Step 2. Reconstruct P _n based on the transmitted AM.

Step 3. If u∈U with P _n = P _u is present, ignore AM and abort. If not, perform step 4.

Step 4. If u∈U is P _n ⊇P _u , send RPFM to t _n and SPFM to t _u through the routers that make up P _n . If not, perform step 5.

Step 5. Send RPFM to t _n through the routers that make up P _n .

<Process when terminal router receives APFM transmitted from t _n >

Step 1. Update U to U∪ {n}.

<Process when terminal router receives IPFM transmitted from t _n >

Step 1. Update U to U- {n}.

As described above, the present invention designes the output queue as a single queuing model, considering the DDoS attack as congestion caused by a large amount of traffic, and detects the DDoS attack by using the packet loss probability of the output queue. Fast attack detection is possible compared to the method. In addition, routers on the network can share information and collaborate with each other to find the source of attack more accurately.

를 조정함으로써 공격 탐지의 정도 및 필터링을 수행하는 라우터의 숫자 등을 조절할 수 있다.Also, the threshold

By adjusting, you can adjust the degree of attack detection and the number of routers performing filtering.

The present invention utilizes the characteristics of the DDoS attack to detect the attack at the end router and to perform packet filtration at the router farthest from the end router, that is, the closest to the origin of the attack, thereby effectively and accurately detecting the DDoS attack. It can also respond to DDoS attacks while minimizing network resource loss.

In addition, according to the present invention, by using the single server queuing model, faster attack detection is possible before packet loss of the network or paralysis of the network, compared to other techniques using the conventional packet loss rate.

In addition, routers on the network can share information and collaborate with each other to more accurately track the actual source of attack, and adjust the source of attack detection and defense level by simply adjusting the parameters.

Claims (5)

A distributed denial of service (DDoS) attack detection and response method in a broadband network, (1) calculating the packet loss probability of the output queue at each router; (2) a warning message indicating that the router of the output queue is congested to downstream routers when the probability of loss of the output queue is greater than or equal to a predetermined threshold or the ratio of the arrival rate of the packet entering the output queue to the bandwidth of the output queue is 1 or more. Sending; (3) sending the warning message to an end router containing an attack target; (4) the end router reconfiguring the attack path based on the warning message; And (5) the end router sending a message requesting packet filtration to the routers farthest from the end router in the reconstructed attack path. The method of claim 1, The packet loss probability of the output queue of step (1) is

How to be. here,

Where K is the capacity of the jth output queue, λ _j is the arrival rate of packets entering the jth output queue, and μ _j is the bandwidth of the jth output queue. The method of claim 1, The alert message includes an address of a network of a router. The method of claim 1, In step (4), packet filtering is performed until the packet loss probability of the output queue is smaller than the predetermined threshold, (5) sending a message to a neighboring router indicating that packet filtering is terminated when a packet loss probability of the output queue is less than the predetermined threshold. 5. The method of claim 4, further comprising (5-1) reconstructing the attack path when the end router receives a message indicating that the packet filtration has ended from the router farthest from it.

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