2886 Navigating Technological Trends Enriching Cybersecurity in Evolving IT Environments.pdf

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1、Navigating Technological Trends:Enriching Cybersecurity in Evolving IT EnvironmentsJason Dablow2|2023 Trend Micro Inc.3|2023 Trend Micro Inc.Infrastructure Shifts Over The Last Decade+VirtualizationCloud ComputingSaaSMicroservicesEdge+5GBlockchainModern AIQuantumAI Evolution4|2024 Trend Micro Inc.Ar

2、tificial IntelligenceMachine LearningDeepfakesComputer VisionHallucinationsGenerative AIMultimodal ModelsPrompt InjectionsModel Denial of ServiceChatGPTFoundational ModelsDataNeural NetworksCategorizationMetadataConversational AIData DriftDeep LearningDomaine KnowledgeFine-Tuned ModelResponsible AIK

3、nowledge GraphInference EngineTraining ModelLarge Language ModelsNatural Language ProcessingPromptModel PoisoningPretrainingRecallPrivacyComplianceRegulationsSemi-Structured DataRAGStructured DataSyntaxTagging5|2024 Trend Micro Inc.Expanding AttackSurfaceBusiness dynamics and AI adoption are growing

4、 the attack surfaceConsolidationProjectsShift to vendor consolidation,tech stack simplification,and centralized visibilityAdversarial Activityand Cyber InsuranceIncreased fraud,ransomware and exfiltration activity influencing the need for proactive strategies to obtain cyber insuranceAI-Driven Cyber

5、Risk RemediationAnticipate user needs and proactively serve insights,risk mitigation recommendations,and automationsDemand for Automationand PrioritizationStrained teams require integration,automation,and prioritization to achieve security outcomes RegulatoryLandscapeRegulatory frameworks in industr

6、y or geography slowly catching up to inform best practiceWhy Does AI Matter in Cyber?6|2024 Trend Micro Inc.6|2024 Trend Micro Inc.Adversary Gains7|2023 Trend Micro Inc.Threat Modeling for Scaling Fraud and Emerging AttacksGenerative AI capabilities lowering the bar for adversariesSummarization and