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文章摘要
K匿名结合AES的多级充电桩数据加密方法
Multi-level charging spot data encryption method combined K-anonymity with AES
Received:February 25, 2025  Revised:May 08, 2025
DOI:10.19753/j.issn1001-1390.2025.10.018
中文关键词: 充电桩数据  数据隐私  K匿名  高级加密标准
英文关键词: charging spot data, data privacy, K-anonymity, AES
基金项目:国家电网有限公司科技项目(5700-202321624A-3-2-ZN)
Author NameAffiliationE-mail
LIU Huiying* Marketing Service Center, State Grid Heilongjiang Electric Power Co., Ltd. 7358921@qq.com 
LIANG Yanhe Marketing Service Center, State Grid Heilongjiang Electric Power Co., Ltd. liangyanhe1@163.com 
GONG You Marketing Service Center, State Grid Heilongjiang Electric Power Co., Ltd. 1411694869@qq.com 
LI Qi Marketing Service Center, State Grid Heilongjiang Electric Power Co., Ltd. liqi86@sohu.com 
LI Xinggang Marketing Service Center, State Grid Heilongjiang Electric Power Co., Ltd. lxg.2002@163.com 
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中文摘要:
      针对新型新能源汽车快速发展带来的大量用户充电数据的隐私与安全性问题,文中提出了K匿名(K-anonymity)结合高级加密标准(advanced encryption standard, AES)的多级充电桩数据加密方法。采用基于K匿名算法方法对充电桩数据进行隐私化处理。为了提高传输过程中的数据的安全性,利用AES算法对隐私化后的数据进行加密处理,为提高对称加密算法的安全性利用一种非对称加密算法RSA(rivest-shamir-adleman)对AES密钥进行加密。利用安全哈希算法(secure hash algorithm, SHA)256验证数据在传输过程中是否被篡改。实现结果表明,文中提出多级充电桩数据加密方法能够获得较高的隐私化效果与安全性,与三重数据加密标准(triple data encryption standard, Triple DES)算法相比,加密所耗的时间大幅度缩减了12.12%,证明了文中方法的适用性与高效性。
英文摘要:
      In response to the privacy and security issues of a large amount of user charging data brought by the rapid development of new energy vehicles, this paper proposes a multi-level charging spot data encryption method that combines K-anonymity with advanced encryption standard (AES). The K-anonymity algorithm is used to privacy process the charging spot data. In order to improve the security of data during transmission, the AES algorithm is used to encrypt the privacy treated data. To enhance the security of the symmetric encryption algorithm, the asymmetric encryption rivest-shamir-adleman (RSA) algorithm is used to encrypt the AES key. The secure hash algorithm (SHA)-256 is used to verify whether the data has been tampered during transmission. The implementation results show that the multi-level charging spot data encryption method proposed in this paper can achieve high privacy and security effects. Compared with the triple data encryption standard (Triple DES) algorithm, the encryption time is significantly reduced by 12.12%, proving the applicability and efficiency of the proposed method.
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