人工智能机器人时代如何保护小型组织.pdf

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1、#BHUSA BlackHatEventsProtecting Small Organizations Protecting Small Organizations in the Era of AI Botsin the Era of AI BotsRama Carl Hoetzlein#BHUSA BlackHatEventsRAMA CARL HOETZLEIN PROTECTING SMALL ORGANIZATIONS IN THE ERA OF AI BOTS“51%of Internet traffic is non-human,with37%of Internet traffic

2、 from bad bots”2025 Imperva,Bad Bot Report#BHUSA BlackHatEventsRAMA CARL HOETZLEIN PROTECTING SMALL ORGANIZATIONS IN THE ERA OF AI BOTS“51%of Internet traffic is non-human,with37%of Internet traffic from bad bots”2025 Imperva,Bad Bot Report“87%of the malicious bot IPs in our study were not listed in

3、 popular IP blocklists.”2021 Xigao Li et al.,Good Bot,Bad Bot#BHUSA BlackHatEventsRAMA CARL HOETZLEIN PROTECTING SMALL ORGANIZATIONS IN THE ERA OF AI BOTSThe Community Science Institute is a public,non-profit that promotes scientific literacy,volunteer water quality monitoring and certified lab anal

4、ysis for central New York.Client#BHUSA BlackHatEventsRAMA CARL HOETZLEIN PROTECTING SMALL ORGANIZATIONS IN THE ERA OF AI BOTSCSI Database:Curated,certified,water quality data for Stream&Lake chemistry,Harmful Algae Blooms and BiomonitoringClient#BHUSA BlackHatEventsRAMA CARL HOETZLEIN PROTECTING SMA

5、LL ORGANIZATIONS IN THE ERA OF AI BOTSClientWe observed that a single server received over 150,000 page hits over 20 days,corresponding to 7,500 hits/day.#BHUSA BlackHatEventsRAMA CARL HOETZLEIN PROTECTING SMALL ORGANIZATIONS IN THE ERA OF AI BOTSClientWe observed that a single server received over

6、150,000 page hits over 20 days,corresponding to 7,500 hits/day.Traffic was so severe that it was degrading server performance for CSIs known human users and clients.#BHUSA BlackHatEventsRAMA CARL HOETZLEIN PROTECTING SMALL ORGANIZATIONS IN THE ERA OF AI BOTSEarly InvestigationVisitor traffic is from