Distributed method for predicting active IPv6 address and related equipment

An ipv6 address, distributed technology, applied in the field of data processing, can solve the problems of infeasibility and low address activity rate, and achieve the effects of improving efficiency, protecting privacy, and reducing the scope of scanning

Pending Publication Date: 2022-04-08
BEIJING UNIV OF POSTS & TELECOMM
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AI Technical Summary

Problems solved by technology

Compared with the 32-bit address of IPv4, IPv6 has a 128-bit address space. Due to the huge IPv6 address space and the very low address activity rate, exhaustive scanning is not feasible in IPv6 networks

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  • Distributed method for predicting active IPv6 address and related equipment
  • Distributed method for predicting active IPv6 address and related equipment
  • Distributed method for predicting active IPv6 address and related equipment

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Embodiment Construction

[0020] In order to make the objectives, technical solutions and advantages of the present application more clearly understood, the present application will be further described in detail below with reference to specific embodiments and accompanying drawings.

[0021] It should be noted that, unless otherwise defined, the technical terms or scientific terms used in the embodiments of the present application shall have the usual meanings understood by those with ordinary skills in the field to which the present application belongs. "First", "second" and similar words used in the embodiments of the present application do not indicate any order, quantity or importance, but are only used to distinguish different components. "Comprises" or "comprising" and similar words mean that the elements or things appearing before the word encompass the elements or things recited after the word and their equivalents, but do not exclude other elements or things. Words like "connected" or "connec...

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Abstract

The invention provides a distributed method for predicting an active IPv6 address and related equipment. The method comprises the following steps: based on a seed set of active IPv6 addresses of each participating terminal in a network, training a pre-obtained global active IPv6 address association initial model by utilizing a federated machine learning mode, and uploading an updating model obtained after the training is completed to a central server by each participating terminal, the central server aggregates all the update models to obtain a global active IPv6 address association model; and predicting a new active IPv6 address according to the global active IPv6 address association model. In the training process, each participating terminal only uploads the updated model parameters to the central server to protect original data, meanwhile, the predicted IPv6 address can better meet the actual scanning requirement of each participating terminal, scanning is carried out according to the new active IPv6 address obtained through prediction, the scanning range can be narrowed, and the scanning efficiency is improved.

Description

technical field [0001] The present application relates to the technical field of data processing, and in particular, to a distributed method for predicting active IPv6 addresses and related devices. Background technique [0002] Port scanning is a very common method in network security. By exhaustively scanning a specific IP address range and port range, the open ports in the network can be found, thereby providing basic information for further exploration. At present, this method is maturely applied to IPv4 networks. Compared with the 32-bit address of IPv4, IPv6 has a 128-bit address space. Due to the huge address space of IPv6 and the very low address activity rate, exhaustive scanning is not feasible in IPv6 networks. SUMMARY OF THE INVENTION [0003] In view of this, the purpose of this application is to propose a distributed method for predicting an active IPv6 address and related equipment, so as to solve or partially solve the above technical problems. [0004] B...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F30/27G06F119/02
Inventor 黄小红李丹丹常皓赵昱祁
Owner BEIJING UNIV OF POSTS & TELECOMM
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