Flexible Encryption for Reliable Transmission Based on the P4 Programmable Platform

Qin, Yuanyuan; Quan, Wei; Song, Fei; Zhang, Lin; Liu, Gang; Liu, Mingyuan; Yu, Chengxiao

doi:10.1109/ictc49638.2020.9123251

Cited by 4 publications

(3 citation statements)

References 15 publications

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“…Text classification has its own unique processing methods in data mining, such as de-illegal characters, de-stop words, word segmentation, and word vector encoding. This project first carried out the operations of converting dates to a unified format, merging and deduplication of multiple files, extracting the text and labels required for text classification, replacing illegal characters for the extracted text data, removing punctuation, garbled codes, etc., and replacing the special combination of English and numbers with a unified --, and then using stuttering words, the Chinese text was segmented, and the phrases after the word segmentation were removed Chinese common stop words [3].…”

Section: Methodsmentioning

confidence: 99%

A spam classification method based on NB and SVM

Li¹

2023

Third International Conference on Machine Learning and Computer Application (ICMLCA 2022)

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Section: Methodsmentioning

confidence: 99%

A spam classification method based on NB and SVM

Li¹

2023

Third International Conference on Machine Learning and Computer Application (ICMLCA 2022)

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“…Data encryption can also happen in the P4 switch. To this purpose, there are multiple available algorithms that encrypt the connection in a P4 switch and can also be deployed in this work [28][29][30].…”

Section: Cluster Computingmentioning

confidence: 99%

Multi-domain network infrastructure based on P4 programmable devices for Digital Data Marketplaces

2022

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There are many organizations interested in sharing data with others, and they can do this only if a multi-domain secure platform is available. Such platforms, often referred to as Digital Data Marketplaces (DDMs), require that all the transactions follow the pre-defined policies that are established by the participating parties i.e, domains. However, building a multi-domain network infrastructure in which each domain can manage its own connectivity while at the same time all of the transactions follow the sharing agreements is still a challenge. In this paper, we introduce a multi-domain containerized DDM that is built upon a P4-based network. It can handle the communication of multiple domains and guarantee that the operation of transactions is based on the pre-defined policies. We also studied the setup performance by defining a model which we demonstrated follows the real measurements, and we can use for decision making. The results also show the low overhead of using P4 switch in network setup time. In addition, we conducted a security evaluation which showed that our P4-based network setup is secure against most types of attacks.

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“…Using the built-in outdated hash algorithm CRC-32 which is designed to calculate checksum rather than an encrypted hash algorithm Traditional encryption strategies cannot dynamically encrypt packets based on their importance. Qin et al [56] propose a scheme of updating security policy according to the different traffic distribution and types in the network. When the first packet of each new flow reaches the P4 switch, the P4 switch sends a request to the controller.…”

Section: Information Hiding Nethidementioning

confidence: 99%

A Review of P4 Programmable Data Planes for Network Security

Gao

Wang

2021

Mobile Information Systems

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Network attacks show a trend of increased attack intensity, enhanced diversity, and more concealed attack methods, which put forward higher requirements for the performance of network security equipment. Unlike the SDN (software defined network) switch with a fixed-function data plane, switches with programmable data planes can help users realize more network protocols. Programming Protocol-independent Packet Processors (P4) is proposed to define the operations of the data plane and to implement user’s applications, e.g., data center networks, security, or 5G. This paper provides a review of research papers on solving network security problems with P4-based programmable data plane. The work can be organized into two parts. In the first part, the programming language P4, P4 program, architectures, P4 compilers, P4 Runtime, and P4 target are introduced according to the workflow model. The advantages of P4-based programmable switching in solving network security are analyzed. In the second part, the existing network security research papers are divided into four parts according to the perspectives of passive defense, active defense, and combination of multiple technologies. The schemes in each category are compared, and the core ideas and limitations are clarified. In addition, a detailed comparison is made for the research on the performance of P4 targets. Finally, trends and challenges related to the P4-based programmable data plane are discussed.

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Flexible Encryption for Reliable Transmission Based on the P4 Programmable Platform

Cited by 4 publications

References 15 publications

A spam classification method based on NB and SVM

A spam classification method based on NB and SVM

Multi-domain network infrastructure based on P4 programmable devices for Digital Data Marketplaces

A Review of P4 Programmable Data Planes for Network Security

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