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人工智能在物理和网络安全中的应用.pdf

上传人: 芦苇 编号:651585 2025-05-01 70页 20.76MB

1、AI Security for the Electric Power IndustryNew Cyber-Attack,Data Security and OT/IT Convergence Challenges for T/DSOsFlorian Kolb,CCO&GM Energy,Intertrust,Berkeley,USA2024Intertrust TechnologiesCorporationSolve energy data security problems and enable AI for the decarbonized energy systemGlobal Lead

2、er in Zero-Trust Data SecurityUnmatched SecurityInnovation EngineExpert LeadershipU.S.AI Safety Institute ConsortiumEnabling Digital EnergyVirtual Operations Center(VOX)Public-Key-Infrastructure(iPKI)Explicit Private Networking(XPN)EnergyVentureWhy Intertrust?Technology PortfolioInvestors&Partnershi

3、psSecure Virtual Power Plant(sVPP)ElectronicsHealthIoTGlobal PresenceBerkeley/San Francisco(HQ)TallinMumbai,Bengaluru BeijingHamburg,Tokyo,London,Madrid,Paris,Seoul,Los ACONFIDENTIALOpen Security standard for energy data&devices118%$4.78M400%51%Increase in digitalattacks on utilities(1,101 attacks p

4、erweek in 2022)Average cost of energy data breach in 2023 per incidentAnnual growth in annual IoT malware activityEnergy companies converging IT and OTCybersecurity is the power system lagging behind?.IEA,August,2023Cost of a Data Breach Report 2023.IBM,July,2023ThreatLabz 2023 Enterprise IoT and OT

5、 Threat Report.Zscaler Industry Report,20232023 Energy Transformation Readiness Study,Linux Foundation Energy,2023Rising Digital Attacks in the Electric Power Industry32024IntertrustTechnologies CorporationDigitalOpportunities from Artificial Intelligence(AI)1 Rise Internet of Things(IoT)Data Sharin

6、g,Interoperability,Digital Twins OT and IT ConvergenceAttack Surface growing exponentially1https:/ moving parts in energy and digitalEnergy3x Energy DemandIncrease until 2050 Decarbonization&RenewablesVolatility&Decentralization GridComplexityNew Generation ofEnergy Assets/IoT Remote Control,Monitor

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本文主要讨论了电力行业在数字化转型过程中面临的网络安全挑战,以及如何利用人工智能(AI)和零信任安全策略来应对这些挑战。文章指出,随着物联网(IoT)的兴起和运营技术(OT)与信息技术(IT)的融合,电力行业的攻击面正在迅速扩大。2022年,全球电力行业平均每周遭受1101次网络攻击,2023年能源数据泄露的平均成本为每起事件478万美元。文章还强调了AI在电力行业中的潜在应用,包括优化能源生产、交易、分配和消费,以及增强安全性和效率。为了应对这些挑战,文章建议采用零信任架构,如Intertrust的Explicit Private Networking(XPN),以保护实时能源操作数据,并实现OT/IT的安全融合。此外,文章还提到了NVIDIA的Cybersecurity AI平台,该平台通过实时监控、微分段和命令级授权来保护关键系统。总的来说,文章强调了在电力行业中采用AI和零信任安全策略的重要性,以应对日益增长的网络安全威胁。
电力行业如何应对AI安全挑战? 零信任架构如何保护电力系统的AI安全? 电力行业如何利用AI实现数字化转型?
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