基于人工智能的計算機(jī)網(wǎng)絡(luò)安全防御軟件設(shè)計與實(shí)現(xiàn)

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中圖分類號：TP18；TP393.08 文獻(xiàn)標(biāo)志碼：A 文章編碼：1672-7274（2025）05-0091-03

Abstract： This article focuses on the design of computer network security defense software based on artificial inteligence，exploring new methods and practices of network security defense in dynamic environments.Aiming atthe limitations of traditional network security measures indealing with complexattck behaviors，a modularand layered defense systemarchitecture based on artifcial inteligence technology is proposed.Through data collction， preprocessing，threat detection and defense，and alarmresponse modules，real-time perception，accurate detection， and rapid response to network threats are achieved. Adopting a combination of deep learning and machine learning methods to enhance the recognition ability of known and unknown threats， while optimizing the scalability and resource utilization efficiency of the system through distributed computing and high-performance model training.

Keywords：artificial intelligence; computer network security; security defense software

1 網(wǎng)絡(luò)安全防御的現(xiàn)狀與面臨的挑戰(zhàn)

網(wǎng)絡(luò)攻擊已經(jīng)成為影響計算機(jī)網(wǎng)絡(luò)穩(wěn)定性和安全性的重要威脅，其特點(diǎn)呈現(xiàn)出復(fù)雜性、多樣性和智能化的發(fā)展趨勢。（剩余4150字）