基于人工智能的电力系统网络入侵检测与应对机制
Network Intrusion Detection and Coping Mechanism of Power System Based on Artificial Intelligence
刘嘉琪1
作者信息
- 1. 国网张家港市供电公司,江苏张家港 215600
- 折叠
摘要
为了保障电力系统的安全稳定运行,提出一种基于人工智能的电力系统网络入侵检测与应对机制,利用人工智能技术提高电力系统网络入侵检测的准确性和效率,及时发现和应对网络入侵事件,保障电力系统的安全稳定运行.通过实验验证,基于人工智能的电力系统网络入侵检测与应对机制具有较高的准确性和效率.在测试数据集上,该机制的准确率达到 95%以上.此外,该机制还能及时响应入侵事件,有效隔离攻击源并修复漏洞,保障电力系统的安全稳定运行,为后续的电力系统运维提供重要的技术参考.
Abstract
In order to ensure the safe and stable operation of power system,a network intrusion detection and response mechanism of power system based on artificial intelligence is proposed.Using artificial intelligence technology,the accuracy and efficiency of network intrusion detection of power system can be improved,and network intrusion events can be found and responded in time to ensure the safe and stable operation of power system.Experiments show that the network intrusion detection and response mechanism of power system based on artificial intelligence has high accuracy and efficiency.On the test data set,the accuracy of this mechanism is over 95%.In addition,the mechanism can respond to intrusion events in time,effectively isolate attack sources and repair loopholes,ensure the safe and stable operation of power system,and provide important technical reference for subsequent power system operation and maintenance.
关键词
人工智能/电力系统/网络入侵检测/应对机制Key words
artificial intelligence/power system/network intrusion detection/response mechanism引用本文复制引用
出版年
2024
NETL
NSTL
万方数据