Serjon：揭开人工智能在交通网络安全中的神秘面纱（英文版）（63页）.pdf

1、DEMYSTIFYING ARTIFICIAL INTELLIGENCE IN TRANSPORTATION CYBERSECURITYURBAN JONSON,SVP IT AND CYBERSECURITY SERVICES,SERJONCopyright SERJON,LLC 2024.All rights reserved.URBAN JONSONCurrentSVP Information Technology and Cybersecurity Services,SERJON,LLCUS FBI InfraGard Transportation Subject Matter Exp

2、ertFBI Automotive Sector Specific Working Group(SSWG)Board of Directors,Cyber Truck ChallengeProgram Committee,ESCAR USASAE Vehicle Electrical System Security Committee MemberTechnology&Maintenance Council(TMC)S.5 and S.12 Study Group Member ExperienceOver 35 years of experience in IT and Cybersecur

3、ity,including strategic planning,assessments,project management,and program managementVarious papers,talks,and research on hacking,as well as defending trucks and transportation in generalAbusing and defending systems since the 1980sCopyright SERJON,LLC 2024.All rights AGENDAAI OverviewAI TaxonomyCh

4、allenges with AICommon AI mistakesTransportation ApplicationsAttacking AIDefending AIWrap-upImage generated by Bing Image CreatorCopyright SERJON,LLC 2024.All rights reserved.AI OVERVIEWCopyright SERJON,LLC 2024.All rights reserved.HISTORICAL OVERVIEW1950s Birth of AIAlan Turing and others laid the

5、groundwork for machine intelligence1960s Early ApplicationsProblem-solving and symbolic reasoning,e.g.playing chess1980s Expert SystemsPrograms designed to mimic human expertise,e.g.tax software1990s Machine Learning ResurgenceNeural networks and new algorithms revitalize interest in AICopyright SER

6、JON,LLC 2024.All rights reserved.HISTORICAL OVERVIEW2000s Rise of Big DataAvailability of large data sets and improved computing power2010s Deep Learning DominanceMulti-layered neural networks capable of image recognition,speech recognition2020s Generative AINew Large Language Models(LLM)built on ma