云数据安全中不断演变的威胁.pptx

1、Impact of GenAI on Cloud Data Security,Hardik Ruparel,IntroductionCloud Data Security-Need of the Hour?Cloud Data Security-Attack PreventionCloud Data Security-Attack RecoveryCommon Cloud ThreatsSystematic SurveyRQ1:What are the key milestones and phases in the evolution of the GenAI-era?RQ2:How hav

2、e the phases of GenAI development influenced trends in cloud data security research?RQ3:What proportion of cloud data security research focuses on AI-based solutions?RQ4:What proportion of cloud data security research focuses on GenAI-based solutions?RQ5:What is the distribution of AI-based solution

3、s across different types of cloud data security threats?RQ6:What is the distribution of GenAI-based solutions across different types of cloud data security threats?RQ7:How is GenAI playing a significant role in cloud data security defence?RQ8:What are the potential negative impacts of GenAI and LLMs

4、 on cloud data security?RQ9:What are the operational and ethical challenges in implementing GenAI-based security solutions for cloud environments?Q&A,Agenda,Explosive Growth:Cloud data is surpassing 200 zettabytes by 2025.Multi-Cloud Adoption:Hybrid and multi-cloud strategies enhance flexibility and

5、 security.Rising Cyber Threats:Cloud-targeted attacks have increased by 150%.AI in Security:AI automates threat detection,compliance,and response.Stricter Regulations:Compliance laws(GDPR,CCPA)demand better cloud security.,Introduction,Growing Cloud Breaches:45%of recent data breaches involved cloud

6、 systems.Increasing Security Incidents:Over 80%of organizations faced cloud security incidents last year.High Financial Impact:Average cost per data breach is approximately$4.35 million.Massive Data Exposure:Data breaches affected 353 million individuals in 2023 alone.,Cloud Data Security-Need of th