摘要
随着信息技术的飞速发展,数据安全成为至关重要的问题,数据加密作为保障数据安全的核心手段,也在不断演进。本文深入探讨了人工智能和机器学习在数据加密领域的作用,详细阐述了其在加密算法优化、密钥管理、智能检测与防御、加密算法设计、分类预测以及隐私保护等方面的应用,引入相关数据和计算公式,分析其实际效果与优势,为进一步提升数据加密技术水平提供理论支持和实践参考。研究表明,人工智能和机器学习的融入显著增强了数据加密的安全性、效率和智能化程度,在未来数据安全领域具有广阔的应用前景。
With the rapid development of information technology,data security has become a crucial issue,and data encryption,as the core means of ensuring data security,is also constantly evolving.This article delves into the role of artificial intelligence and machine learning in the field of data encryption,detailing their applications in encryption algorithm optimization,key management,intelligent detection and defense,encryption algorithm design,classification prediction,and privacy protection.By introducing relevant data and calculation formulas,the actual effects and advantages are analyzed,providing theoretical support and practical reference for further improving the level of data encryption technology.Research has shown that the integration of artificial intelligence and machine learning significantly enhances the security,efficiency,and intelligence of data encryption,and has broad application prospects in the field of data security in the future.
作者
林素标
吴列宏
匡蕾
LIN Subiao;WU Liehong;KUANG Lei(China Mobile Communications Group Guangdong Co.,Ltd.,Guangzhou Guangdong 510623)
出处
《软件》
2025年第9期62-64,共3页
Software
关键词
人工智能
机器学习
数据加密
加密算法
密钥管理
artificial intelligence
machine learning
data encryption
encryption algorithm
key management
