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CN115941721B - Network data packet transmission method based on SDN and blockchain - Google Patents

Network data packet transmission method based on SDN and blockchain

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Publication number
CN115941721B
CN115941721B CN202211312125.9A CN202211312125A CN115941721B CN 115941721 B CN115941721 B CN 115941721B CN 202211312125 A CN202211312125 A CN 202211312125A CN 115941721 B CN115941721 B CN 115941721B
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data packet
sdn
network
blockchain
sent
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CN115941721A (en
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李振宇
丁勇
梁海
杨炳年
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Guilin University of Electronic Technology
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Guilin University of Electronic Technology
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Abstract

The invention relates to the technical field of network space safety, in particular to a network data packet transmission method based on SDN and blockchain, which is characterized in that an SDN processor is added on the basis that original industrial Internet equipment is directly connected with the Internet, and the traditional network transmission method is combined with the blockchain technology to assist in transmission, so that key data packets transmitted by the industrial Internet equipment can be prevented from being lost under the condition that normal speed transmission is ensured, meanwhile, record is sent by using blockchain recorded data and key data packets recorded on the SDN equipment, effective detection of abnormal occurrence data packets is realized, and an administrator can be assisted in timely treatment of potential safety hazards.

Description

Network data packet transmission method based on SDN and blockchain
Technical Field
The invention relates to the technical field of network space security, in particular to a network data packet transmission method based on SDN and blockchain.
Background
With the development of industrial Internet and 5G technology, more and more industrial control equipment is gradually accessed into the Internet for convenient use, and the scene relates to important industries and fields of steel, energy, traffic, water conservancy and the like. Due to the fact that a part of scenes, such as vehicle-mounted industrial equipment, are used in a large number of moving mode, the problems that data key data transmission is lost due to unstable receiving exist.
In addition, china suffers from a large amount of network attacks throughout the year, and the industrial Internet contains a large amount of key facilities, so that the industrial Internet is also one of the targets of the important attack of the advanced persistent threat attack organization. The advanced persistent threat attack organization can realize malicious control of equipment by forging key instructions of industrial Internet equipment, so that Internet safety and industrial construction are seriously endangered, and the influence is great.
There are data transmission stability problems in complex environments in the current industrial internet due to device movement or insufficient network coverage. At the same time, there is also a problem of abnormal instruction execution by industrial internet devices due to customized network attacks initiated by advanced persistent threat attack organizations. These problems create a great potential for the safe and stable operation of industrial internet equipment.
Disclosure of Invention
The invention aims to provide a network data packet transmission method based on SDN and blockchain, which combines a software defined network technology and a blockchain technology, separates key data packets by using SDN, and assists transmission and confirmation by a blockchain system so as to solve the technical problems that data may be lost and attack data packets are difficult to detect and trace.
In order to achieve the above object, the present invention provides a network data packet transmission method based on SDN and blockchain, including the following steps:
Step 1, a first SDN processor receives a network data packet;
Step 2, the first SDN processor checks whether the current network data packet is a critical data packet,
If not, directly transmitting through the existing network;
if yes, entering an additional processing stage;
Step 3, the additional processing stages comprise a flow 1, a flow 2 and a flow 3, wherein the flow 1 and the flow 2 are developed simultaneously;
In flow 1, a first SDN processor communicates with a second SDN processor and prepares data for flow 3;
in the process 2, the block chain system is used for assisting transmission and confirmation to finish the transmission of the key data packet;
The detection and tracing process is completed using flow 3.
The network data packet transmission method based on SDN and blockchain adds SDN processors on the basis that original industrial Internet equipment is directly connected with Internet, wherein a first SDN processor is an SDN processor of a current network outlet, and a second SDN processor is an SDN processor of an opposite-end network inlet.
The network data packet is sent by industrial Internet equipment, and the key data packet is an instruction data packet for operating the state of the industrial Internet equipment and comprises equipment state change and upper limit value modification functions.
The specific process of the process 1 comprises the following steps:
The first SDN processor directly sends the key data packet through a network port connected with a normal network;
after receiving the key data packet, the second SDN processor forwards the key data packet to the target device;
after the second SDN processor finishes sending, the sent key data packet is recorded, so that the network attack data flow is found in time in the process 3 and used.
The specific flow of the flow 2 comprises the following steps:
the first SDN processor adds a destination network tag to the key data packet and transmits the key data packet to the blockchain system;
Synchronizing and processing data by a block chain system;
The second SDN processor checks the sending condition of the key data packet and informs the completion of the sending flow of the network data packet by using the block chain system.
In the process of synchronizing and processing data by the blockchain system, the blockchain link points in the blockchain system need to pack the data packets of the same target network label which are not processed currently so as to combine the data packet transmission of the same target network.
The process of checking the sending condition of the key data packet by the second SDN processor comprises the following steps:
The second SDN processor checks if a critical data packet has been sent by step 2,
If the key data packet is not transmitted in the step 2, transmitting the current data packet, and recording a transmission record;
if the critical data packet is already sent in step 2, the sending is skipped.
The specific process of the process 3 includes the following steps:
the transmitted data packet is comprehensively compared with the data packet required to be transmitted on the blockchain at fixed time;
if the situation that the transmitted data packet is not matched with the data packet to be transmitted on the blockchain is not found, cleaning the matched data cache, and continuing to carry out comprehensive comparison;
If the transmitted data packet is not matched with the data packet to be transmitted on the blockchain, marking the data packet which is transmitted and not recorded on the blockchain;
Reporting the abnormal key data packet to an administrator;
tracking and tracing are carried out according to key data packet information of abnormal occurrence;
And the processed transmission key data packet buffer memory is cleaned in time.
The invention provides a network data packet transmission method based on SDN and blockchain, which is characterized in that an SDN processor is added on the basis that original industrial Internet equipment is directly connected with the Internet, and the traditional network transmission method is used, and is combined with the blockchain technology to assist in transmission, so that key data packets transmitted by the industrial Internet equipment can be prevented from being lost under the condition of ensuring normal speed transmission, meanwhile, the record is sent by using blockchain recorded data and key data packets recorded on the SDN equipment, so that effective detection of abnormal data packets is realized, and an administrator can be assisted in timely treatment of potential safety hazards.
Drawings
In order to more clearly illustrate the embodiments of the invention or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described, it being obvious that the drawings in the following description are only some embodiments of the invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a flow chart of a network data packet transmission method based on SDN and blockchain of the present invention.
Fig. 2 is a schematic diagram of the security problem faced by the industrial internet and the overall architecture of the industrial internet.
Fig. 3 is a flow chart of the overall network packet transmission process of the present invention.
FIG. 4 is a flow chart of a variation of the transmission of data packets via a blockchain in the present invention.
Detailed Description
Embodiments of the present invention are described in detail below, examples of which are illustrated in the accompanying drawings, wherein like or similar reference numerals refer to like or similar elements or elements having like or similar functions throughout. The embodiments described below by referring to the drawings are illustrative and intended to explain the present invention and should not be construed as limiting the invention.
Referring to fig. 1, the invention provides a network data packet transmission method based on SDN and blockchain, comprising the following steps:
s1, a first SDN processor receives a network data packet;
S2 the first SDN processor checks if the current network packet is a critical packet,
If not, directly transmitting through the existing network;
if yes, entering an additional processing stage;
s3, the additional processing stage comprises a flow 1, a flow 2 and a flow 3, wherein the flow 1 and the flow 2 are developed simultaneously;
In flow 1, a first SDN processor communicates with a second SDN processor and prepares data for flow 3;
in the process 2, the block chain system is used for assisting transmission and confirmation to finish the transmission of the key data packet;
The detection and tracing process is completed using flow 3.
Further, the present invention provides a specific embodiment, which is described below with reference to the accompanying drawings and specific implementation steps:
referring to fig. 2 to 4, fig. 2 is a schematic diagram illustrating a security problem and an overall architecture of an industrial internet according to the present invention. The manner in which the industrial internet devices connect and communicate, and the manner in which data is exchanged through the SDN and blockchain is shown in fig. 2.
Specifically, the invention adds the SDN processor on the basis that the original industrial Internet equipment is directly connected with the Internet. An SDN processor (processing device) is a network device, and in a tandem mode, an SDN program may directly read, add, delete and modify data transmitted in a network cable. Compared with traditional network equipment, such as routers and switches, the SDN processing mode is more flexible, and data processing can be performed without paying attention to a network topology structure. Therefore, the invention is based on the characteristic of SDN, combines with the blockchain technology to realize the guarantee of the reliability of key data transmission, the formation of traceable operation logs and the timely discovery of network problems.
After the existing industrial internet communication architecture is modified, a processing flow and a data conversion mode performed by the blockchain processor and the SDN processor need to be designed. The whole data transmission flow chart is shown in fig. 3, and there are 3 flow processing branches in the transmission flow. The following will describe in detail the packet flow process:
0.1 first, after the network data packet is sent by the industrial internet device, the network data packet reaches the SDN processor of the current network outlet.
The 0.2SDN processor may first check whether the data packet currently required to be processed is a critical data packet used by the industrial internet device (the industrial internet critical data packet is an instruction data packet for operating the state of the industrial internet device, and its functions such as device state change, upper limit value modification, etc.).
0.3 If the SDN processor determines that the current packet is not a critical packet according to the set rule, directly skipping an additional processing stage and directly transmitting the current packet through the existing network.
0.4 If the SDN processor determines that the current packet is a critical packet, it starts to enter an additional processing phase.
In the additional processing stage, the block chain system has the problems of huge time consumption for data synchronization and the like, so that unnecessary time delay is generated for original data transmission of industrial internet equipment. In order to solve this problem, the method of the flow 1 is used, and data in the industrial internet is transmitted in advance.
1.1 In flow 1, SDN sends the data packets directly through a network port connected to a normal network.
1.2 After receiving the key data packet, the SDN processor of the opposite end will first forward the key data packet to the target device.
1.3 After the end SDN processor finishes transmitting, recording the transmitted data packet so as to find out the network attack data flow in time in the process 3 for use.
2. While the process 1 proceeds, the process 2 proceeds simultaneously.
2.1 In the process 2, the program on the SDN processor analyzes the key network data packet currently required to be processed, and extracts the target network address information of the network data packet.
And 2.2, inquiring network tag information corresponding to the target network address on the SDN processor according to the extracted target network address information.
2.3 After the network tag information corresponding to the target network address is acquired, generating a target network tag and network data packet storage pair in the temporary data structure body (the structure of the target network tag and network data packet storage pair is shown as a data packet structure between the SDN device 1 and the blockchain node 1 in fig. 4).
2.4, The SDN device transmits the data packet storage pair to which the destination network label has been currently added to the blockchain node.
2.5 To solve the problem of lower blockchain throughput (TPS, number of transactions per second), blockchain link points need to pack packets of the same target network tag that are not currently being processed to merge packet transmissions of the same destination network, thereby reducing the consumption of throughput.
2.6 The blockchain node then transmits the packed data that is not uploaded to the blockchain into the blockchain upon reaching a time that is synchronized with the blockchain.
2.7 Waiting for blockchain system synchronization data.
2.8 Each block link point timing checks if there is data in the blockchain system that is not processed by its own policed network.
2.9 End-of-block chain nodes (since a data packet is distributed to each blockchain node before reaching the peer network, but only the receiver blockchain node conforming to the jurisdiction will perform subsequent processing, the receiver blockchain node is simply referred to as the end-of-block chain node, e.g. blockchain node 2 of fig. 4), after finding that there is data unprocessed by the network under jurisdiction, the unprocessed data is separated into a storage pair with a target network tag and a network data packet.
2.10 Pairs of end-of-pair link points send the storage pairs of the target network label and the network data packet to the end-of-pair SDN device.
The 2.11SDN device needs to check if the data packet has been sent by the [ 1.2 ] step.
2.12 If the data packet is not sent by the step [ 1.2 ], the current data packet is sent, and a sending record is recorded.
2.13 If the data packet has been sent in step [ 1.2 ], the sending is skipped.
After the 2.14SDN process completes data transmission, the blockchain node needs to be notified, and the currently transmitted critical data packet is marked as transmitted.
2.15 When the block chain node marks the data packet as transmitted, the network data packet transmission flow is completed.
3. In order to effectively detect and trace the source of the attack data packet in time, the related detection work needs to be carried out by additionally using the flow 3.
3.1 First, the SDN device needs to make a comprehensive decision by combining the data packets recorded on the blockchain on the basis of the transmitted data packet records at regular time.
3.2 If no record of the transmitted data packet is found to be not matched with the data packet to be transmitted on the blockchain, the matched data cache is cleaned up and execution continues [ 3.1 ].
3.3 If a record of transmitted packets and a packet to be transmitted on the blockchain are found to be mismatched, the packets that have been transmitted and are not recorded on the blockchain are marked.
3.4 Because the critical data packet with abnormal occurrence is very likely to be the data packet sent by the attacker, the critical data packet needs to be reported to the administrator so as to repair the security defect in time.
And 3.5, carrying out tracking and tracing according to the key data packet information of the abnormal occurrence, and solving the potential safety hazard of the network boundary.
And 3.6, timely cleaning the processed transmission key data packet cache on the SDN equipment, and improving the processing efficiency of the SDN equipment on the abnormal data packet.
Through the above three processes of classification, the network data packet initially sent can be classified and identified according to different categories.
The invention solves the potential safety hazard in the industrial Internet by combining the software-defined network technology with the blockchain technology, and has the following advantages:
1. the invention utilizes the normal transmission method and combines the blockchain technology to ensure that the key data packet transmitted by the industrial Internet equipment is not lost under the condition of ensuring normal speed transmission.
2. The invention utilizes the blockchain recorded data and the key data packet recorded on SDN equipment to send records, realizes the effective detection of the data packet with abnormal occurrence, and can assist an administrator in timely processing potential safety hazards.
3. The invention can effectively help the industrial Internet equipment to normally work in the delay tolerant network (Delay Tolerant Networks, DTN).
The above disclosure is only a preferred embodiment of the present invention, and it should be understood that the scope of the invention is not limited thereto, and those skilled in the art will appreciate that all or part of the procedures described above can be performed according to the equivalent changes of the claims, and still fall within the scope of the present invention.

Claims (5)

1.一种基于SDN与区块链的网络数据包传输方法,其特征在于,包括下列步骤:1. A network data packet transmission method based on SDN and blockchain, characterized in that it includes the following steps: 步骤1:第一SDN处理器接收网络数据包;Step 1: The first SDN processor receives a network data packet; 步骤2:第一SDN处理器检查当前网络数据包是否为关键数据包,Step 2: The first SDN processor checks whether the current network data packet is a critical data packet. 若否则通过已有网络直接进行发送;Otherwise, send directly through the existing network; 若是则进入额外处理阶段;If so, it enters the additional processing stage; 步骤3:所述额外处理阶段包括流程1、流程2和流程3,其中流程1和流程2同时开展;Step 3: The additional processing stage includes process 1, process 2 and process 3, wherein process 1 and process 2 are carried out simultaneously; 流程1的具体流程,包括下列步骤:The specific process of process 1 includes the following steps: 第一SDN处理器直接通过与正常网络连接的网络端口将关键数据包进行发送;The first SDN processor directly sends the critical data packet through the network port connected to the normal network; 第二SDN处理器接收到关键数据包后,会首先将其转发到目标设备上;After receiving the critical data packet, the second SDN processor will first forward it to the target device; 第二SDN处理器发送完成后,对已发送的关键数据包进行记录,以备流程3中及时发现网络攻击数据流而使用;After the second SDN processor completes the transmission, it records the key data packets that have been sent, so as to be used in the process 3 to timely discover the network attack data flow; 流程2的具体流程,包括下列步骤:The specific process of process 2 includes the following steps: 第一SDN处理器给关键数据包添加目的网络标签并传输到区块链系统;The first SDN processor adds a destination network tag to the key data packet and transmits it to the blockchain system; 区块链系统同步及处理数据;The blockchain system synchronizes and processes data; 第二SDN处理器核对关键数据包的发送情况,并利用区块链系统通知完成网络数据包的发送流程;The second SDN processor checks the sending status of the key data packets and uses the blockchain system to notify the completion of the network data packet sending process; 流程3的具体流程,包括下列步骤:The specific process of process 3 includes the following steps: 定时综合比较已发送的数据包与区块链上所需发送的数据包;Regularly and comprehensively compare the sent data packets with the data packets required to be sent on the blockchain; 若未发现已发送的数据包与区块链上所需发送的数据包不匹配的情况,则清理已匹配数据缓存,继续进行综合比对;If no mismatch is found between the sent data packet and the data packet required to be sent on the blockchain, the matched data cache is cleared and the comprehensive comparison continues; 若发现已发送的数据包与区块链上所需发送的数据包不匹配的情况,则将已发送且不在区块链上记录的数据包进行标记;If it is found that the sent data packet does not match the data packet required to be sent on the blockchain, the data packet that has been sent and is not recorded on the blockchain will be marked; 出现异常的关键数据包的情况上报给管理员;Abnormal key data packets are reported to the administrator; 根据异常出现的关键数据包信息开展追踪溯源;Conduct tracing based on abnormal key data packet information; 将已处理的发送关键数据包缓存进行及时清理;Clean up the processed key data packet cache in time; 在流程1中,第一SDN处理器与第二SDN处理器通信并为流程3准备数据;In process 1, the first SDN processor communicates with the second SDN processor and prepares data for process 3; 在流程2中使用区块链系统辅助传输及确认,完成关键数据包的发送;In process 2, the blockchain system is used to assist transmission and confirmation to complete the sending of key data packets; 使用流程3完成检测及溯源处理。Use process 3 to complete the detection and traceability process. 2.如权利要求1所述的基于SDN与区块链的网络数据包传输方法,其特征在于,2. The network data packet transmission method based on SDN and blockchain as claimed in claim 1 is characterized in that: 所述基于SDN与区块链的网络数据包传输方法在原有工业互联网设备直接连接互联网的基础上,添加了SDN处理器,其中第一SDN处理器为当前网络出口的SDN处理器,第二SDN处理器为对端网络入口的SDN处理器。The network data packet transmission method based on SDN and blockchain adds an SDN processor on the basis of the original industrial Internet device directly connecting to the Internet, wherein the first SDN processor is the SDN processor of the current network exit, and the second SDN processor is the SDN processor of the opposite network entrance. 3.如权利要求1所述的基于SDN与区块链的网络数据包传输方法,其特征在于,3. The network data packet transmission method based on SDN and blockchain as claimed in claim 1, characterized in that: 所述网络数据包由工业互联网设备进行发送,所述关键数据包为操作工业互联网设备状态的指令数据包,包括设备状态变更、上限数值修改功能。The network data packet is sent by an industrial Internet device, and the key data packet is an instruction data packet for operating the status of the industrial Internet device, including device status change and upper limit value modification functions. 4.如权利要求1所述的基于SDN与区块链的网络数据包传输方法,其特征在于,4. The network data packet transmission method based on SDN and blockchain as claimed in claim 1, characterized in that: 在区块链系统同步及处理数据的过程中,区块链系统中的区块链节点需要对当前未处理的相同目标网络标签的数据包进行打包,以合并相同目的网络的数据包传输。During the process of synchronizing and processing data in the blockchain system, the blockchain nodes in the blockchain system need to package the currently unprocessed data packets with the same target network label to merge the data packet transmissions of the same destination network. 5.如权利要求1所述的基于SDN与区块链的网络数据包传输方法,其特征在于,5. The network data packet transmission method based on SDN and blockchain as claimed in claim 1, characterized in that: 第二SDN处理器核对关键数据包的发送情况的过程,包括下列步骤:The process of the second SDN processor checking the sending status of the key data packet includes the following steps: 第二SDN处理器检查关键数据包是否已由步骤2进行发送,The second SDN processor checks whether the critical data packet has been sent by step 2, 若关键数据包未经步骤2发送,则将当前数据包进行发送,并记录发送记录;If the key data packet has not been sent in step 2, the current data packet is sent and the sending record is recorded; 若关键数据包已经步骤2发送,则跳过发送。If the critical data packet has been sent in step 2, skip sending it.
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Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110113328A (en) * 2019-04-28 2019-08-09 武汉理工大学 A blockchain-based software-defined opportunistic network DDoS defense method
CN111614610A (en) * 2020-03-31 2020-09-01 华南理工大学 A software-defined private blockchain network DDoS defense method

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* Cited by examiner, † Cited by third party
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US11755751B2 (en) * 2019-11-22 2023-09-12 Pure Storage, Inc. Modify access restrictions in response to a possible attack against data stored by a storage system

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110113328A (en) * 2019-04-28 2019-08-09 武汉理工大学 A blockchain-based software-defined opportunistic network DDoS defense method
CN111614610A (en) * 2020-03-31 2020-09-01 华南理工大学 A software-defined private blockchain network DDoS defense method

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