{"id":6267,"date":"2022-05-18T16:05:23","date_gmt":"2022-05-18T08:05:23","guid":{"rendered":"https:\/\/www.cloudfall.cn\/?page_id=6267"},"modified":"2025-12-08T16:56:29","modified_gmt":"2025-12-08T08:56:29","slug":"redkernel","status":"publish","type":"page","link":"https:\/\/cloudfall.hk\/?page_id=6267","title":{"rendered":"Redkernel"},"content":{"rendered":"
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RedKernel<\/h1>\n <\/div>\n <\/div>\n
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User and Entity Behavior Analytics<\/h1>\n <\/div>\n <\/div>\n
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AI-driven behavior analysis covers insider risk detection, public cloud risk detection and response, and AI threat detection and response, quickly revealing potential risks and protecting core assets and business operations.<\/p>\n <\/div>\n <\/div>\n

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Powerful Intelligent Analytics Platform<\/h1>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n
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AI-Powered Insights<\/h1>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n
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Rule\u2013Algorithm Synergy<\/h1>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n
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Anomaly Detection Models<\/h1>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n
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Intelligent Feature Extraction<\/h1>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n
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Efficient & Flexible Deployment<\/h1>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n
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Customized Services<\/h1>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n
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Comprehensive Risk Overview for Enterprise Security<\/h1>\n <\/div>\n <\/div>\n
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Gain a holistic view of enterprise security through visualized analytics, enabling integrated risk monitoring, event tracking, and response management.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Global Visualization<\/h1>\n <\/div>\n <\/div>\n
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Summarizes risk trends over time, clearly showing changes in overall security posture.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Rapid Traceability<\/h1>\n <\/div>\n <\/div>\n
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Jump directly to any entity for detailed risk trends, behavior patterns, and anomaly insights.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Transparent Events<\/h1>\n <\/div>\n <\/div>\n
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View key details including descriptions, detectors, and logs for clear traceability.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Operational Closed Loop<\/h1>\n <\/div>\n <\/div>\n
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Respond directly within the platform for a seamless detection-to-resolution workflow.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Intelligent Analytics and Reporting \u2013 AI Empowering Security Operations<\/h1>\n <\/div>\n <\/div>\n
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With RedSage conversational AI and AI Brief auto-reporting, the platform enables natural language analysis and automated report generation,\n
helping security teams efficiently summarize incidents, uncover insights, and respond to risks.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Conversational Analysis<\/h1>\n <\/div>\n <\/div>\n
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RedSage supports complex data queries in natural language, making analytics intuitive and efficient.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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AI-Assisted Decisions<\/h1>\n <\/div>\n <\/div>\n
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AI interprets intent, analyzes trends, and delivers actionable insights for rapid, informed decisions.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Automated Reporting<\/h1>\n <\/div>\n <\/div>\n
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AI Brief generates summaries, trends, causes, and solutions, streamlining the reporting process.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Multi-Model Fusion<\/h1>\n <\/div>\n <\/div>\n
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Equipped with 14 models for diverse analytical and predictive scenarios, ensuring accuracy and flexibility.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Data Source Configuration \u2013 Easy Integration, Multi-Scenario Application<\/h1>\n <\/div>\n <\/div>\n
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Data source configuration enables flexible data integration and processing,\n
supporting efficient behavior analysis and anomaly detection across diverse enterprise scenarios.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Multiple Data Sources<\/h1>\n <\/div>\n <\/div>\n
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Connect logs, systems, network devices, and more for centralized management and analysis.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Offline + Online Prediction<\/h1>\n <\/div>\n <\/div>\n
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Combine offline model training with real-time data for optimized predictive performance.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Multi-Scenario Output<\/h1>\n <\/div>\n <\/div>\n
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Analysis results can feed security policies, alert management, reports, and other business systems.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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API Support<\/h1>\n <\/div>\n <\/div>\n
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Open APIs enable rapid integration with existing systems for data sharing and automation.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Use Cases<\/h1>\n <\/div>\n <\/div>\n
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\n \n AI Threat Detection<\/span><\/a>\n \n Insider Threat Detection<\/span><\/a>\n \n Cloud Detection & Response<\/span><\/a>\n <\/div>\n
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Intelligent Risk Detection<\/h1>\n <\/div>\n <\/div>\n
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Identify anomalies and risks, generating alerts and reports to help enterprises detect issues and enhance protection.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Input Anomaly Monitoring<\/h1>\n <\/div>\n <\/div>\n
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Monitor AI inputs and identify potential anomalies or malicious data through behavior pattern analysis.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Output Analysis<\/h1>\n <\/div>\n <\/div>\n
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Analyze AI system outputs to detect abnormal behavior or deviations, uncovering potential risks or misuse.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Malicious Feature Detection<\/h1>\n <\/div>\n <\/div>\n
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Identify malicious operations using feature and behavior analysis to support risk alerts and mitigation.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Behavior Anomaly Detection<\/h1>\n <\/div>\n <\/div>\n
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Monitor AI system operations for abnormal patterns and detect potential threats using models and rules.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Behavior Pattern Analysis<\/h1>\n <\/div>\n <\/div>\n
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Identify employee and entity behavior patterns using ML, statistics, and GenAI to detect potential anomalies.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Malicious Insiders<\/h1>\n <\/div>\n <\/div>\n
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Detect malicious or destructive actions of internal personnel using behavior analysis to identify system security risks<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Data Leakage<\/h1>\n <\/div>\n <\/div>\n
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Monitor sensitive data access and transfers, detect anomalies, and reduce leak risk to protect core data and privacy<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Privilege Abuse<\/h1>\n <\/div>\n <\/div>\n
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Detect high-privilege misuse with behavior and log analysis to assess risks and generate alerts.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Employee Risk Monitoring<\/h1>\n <\/div>\n <\/div>\n
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Continuously analyze daily employee activities to detect frequent, abnormal, or policy-violating actions, helping enterprises gain full visibility into potential risks.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Automated Risk Management<\/h1>\n <\/div>\n <\/div>\n
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Automatically detect and analyze risks using AI models and rule engines, creating efficient alerts and improving security operations.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Advanced Persistent Threats<\/h1>\n <\/div>\n <\/div>\n
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Monitor cloud environments for hidden attacks and long-term threats, using behavior analysis to quickly detect and respond to potential risks.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Account Intrusion Detection<\/h1>\n <\/div>\n <\/div>\n
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Monitor cloud accounts for unusual logins and activities, using behavior analysis to detect compromised or misused accounts.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Managed Device Monitoring<\/h1>\n <\/div>\n <\/div>\n
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Detect device status and abnormal actions in the cloud environment, using device behavior analysis to reduce potential security risks.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Unauthorized Data Sharing<\/h1>\n <\/div>\n <\/div>\n
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Detect unauthorized sharing and abnormal transfers, using monitoring and analysis to reduce data leakage risks.<\/span><\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Policy Violation Detection<\/h1>\n <\/div>\n <\/div>\n
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Identify operations that violate security policies, using compliance checks and risk assessment to ensure cloud security and compliance.<\/span><\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Deployment Options<\/h1>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n
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SaaS<\/h1>\n <\/div>\n <\/div>\n
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Leveraging public cloud and cloud-native tech for quick setup, lightweight, and on-demand subscription. Ideal for SMEs to gain fast security analysis and reduce costs.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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On-Premise<\/h1>\n <\/div>\n <\/div>\n
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Deploy locally or in private cloud for complete control over data, security, and compliance. Ideal for large enterprises or sensitive environments.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Explore RedKernel \u2013 Gain Complete Visibility into Enterprise Risks<\/h4>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n
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Contact Us<\/span><\/a>\n <\/span>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"

RedKernel User and Entity Behavior Analytics AI-driven […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width-page.php","meta":{"footnotes":""},"class_list":["post-6267","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/cloudfall.hk\/index.php?rest_route=\/wp\/v2\/pages\/6267","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cloudfall.hk\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cloudfall.hk\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cloudfall.hk\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cloudfall.hk\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6267"}],"version-history":[{"count":20,"href":"https:\/\/cloudfall.hk\/index.php?rest_route=\/wp\/v2\/pages\/6267\/revisions"}],"predecessor-version":[{"id":8452,"href":"https:\/\/cloudfall.hk\/index.php?rest_route=\/wp\/v2\/pages\/6267\/revisions\/8452"}],"wp:attachment":[{"href":"https:\/\/cloudfall.hk\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6267"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}