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AI-Driven SOC Transformation with Cloudera: Enhancing Security Operations with Agentic AI
- Artificial Intelligence(AI) is revolutionizing Security Operations Centers(SOCs) by enabling proactive threat mitigation, automating repetitive tasks and providing actionable insights
- Agentic AI's autonomous and adaptive systems allow SOC teams to actively monitor and respond to threats in real-time and reduce the cognitive load on SOC analysts.
- Tines, a cybersecurity company found that 64% of SOC professionals planned to quit their roles due to stress and burnout issues.
- Also, handling sensitive network data requires robust security measures to prevent data breaches and ensure compliance.
- Agentic AI builds on GenAI capabilities by introducing a layer of autonomy and proactivity in SOC systems.
- By deploying private GenAI models tailored to enterprise needs and incorporating the capabilities of Agentic AI, SOC teams can enhance SOC effectiveness while maintaining data security and compliance.
- Agentic AI leverages predictive analytics to foresee potential attack vectors and suggests mitigating strategies before a threat fully manifests.
- GenAI can process and condense large amounts of data, providing SOC teams with concise summaries of incidents, allowing for faster decision-making.
- AI-powered assistants can recommend remediation steps based on the analysis of past incidents and best practices empowered with actionable insights.
- Cloudera's unified approach to data management, advanced analytics, machine learning and AI can help transform SOC operations and enhance efficiency.
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