Cybersecurity articles tagged #Automation on RuntimeRebel.https://runtimerebel.comhttps://runtimerebel.com/blog/the-agentic-soc-from-ai-theater-to-real-defensehttps://runtimerebel.com/blog/the-agentic-soc-from-ai-theater-to-real-defenseExplore the Agentic SOC transition, focusing on measurable AI ROI, new risks like indirect prompt injection, and redefining analyst roles for autonomous defense.Tue, 01 Sep 2026 19:03:18 GMTAI in SecuritySOC OperationsPrompt InjectionAutomationThreat Intelligencehttps://runtimerebel.com/blog/ivanti-s-llm-automation-for-vulnerability-remediationhttps://runtimerebel.com/blog/ivanti-s-llm-automation-for-vulnerability-remediationIvanti explores using Large Language Models (LLMs) for automated vulnerability remediation, showing early effectiveness but raising questions about cost and human…Mon, 20 Jul 2026 21:14:12 GMTLLMsAIAutomationVulnerability ManagementIvantiCybersecurity Operationshttps://runtimerebel.com/blog/evaluating-ai-soc-platforms-a-framework-for-security-leadershttps://runtimerebel.com/blog/evaluating-ai-soc-platforms-a-framework-for-security-leadersLearn to evaluate AI SOC solutions for accuracy, production readiness, and integration with existing telemetry to reduce alert fatigue effectively.Mon, 20 Jul 2026 14:17:23 GMTAI SOCSecurity OperationsAutomationSecurity Leadershiphttps://runtimerebel.com/blog/dawnguard-raises-6-3m-for-security-architecture-automation-platformhttps://runtimerebel.com/blog/dawnguard-raises-6-3m-for-security-architecture-automation-platformDawnguard secures $6.3M in seed funding to automate security architecture reviews and accelerate secure cloud infrastructure deployment at scale.Wed, 01 Jul 2026 09:18:34 GMTDawnguardCloud SecurityAutomationSecurity ArchitectureVenture Capitalhttps://runtimerebel.com/blog/automating-grc-ai-agents-for-continuous-control-monitoringhttps://runtimerebel.com/blog/automating-grc-ai-agents-for-continuous-control-monitoringExplore how AI agents can automate GRC functions, continuously monitor controls, identify evidence gaps, and streamline remediation tasks for enhanced security…Fri, 26 Jun 2026 16:48:07 GMTGRCAIAutomationComplianceSecurity Controlshttps://runtimerebel.com/blog/federal-ai-use-explodes-unpacking-governance-security-riskshttps://runtimerebel.com/blog/federal-ai-use-explodes-unpacking-governance-security-risksThe US government disclosed 3,611 AI use cases, a 70% increase. This extensive AI integration risks human oversight in critical functions, from public health to nuclear…Thu, 18 Jun 2026 09:52:35 GMTAIUS GovernmentOMBFederal AIRisk ManagementAutomationPolicyhttps://runtimerebel.com/blog/attackers-automate-edr-evasion-testing-with-python-scriptshttps://runtimerebel.com/blog/attackers-automate-edr-evasion-testing-with-python-scriptsAttackers are automating EDR evasion testing using Python scripts against major platforms like Sophos, CrowdStrike, and Windows Defender, challenging defenses.Thu, 04 Jun 2026 01:09:53 GMTEDR EvasionSophosCrowdStrikeWindows DefenderPython ScriptsAutomationThreat Intelligencehttps://runtimerebel.com/blog/ai-automation-and-the-shrinking-vulnerability-exploitation-windowhttps://runtimerebel.com/blog/ai-automation-and-the-shrinking-vulnerability-exploitation-windowAnalyze the impact of AI-driven automation on the vulnerability lifecycle and the debate between tooling vs. operational security failures.Tue, 02 Jun 2026 17:39:12 GMTAI Driven ThreatsVulnerability ManagementMTTEOperational SecurityAutomationhttps://runtimerebel.com/blog/ai-powered-ddos-attacks-emerging-tactics-and-defensive-strategieshttps://runtimerebel.com/blog/ai-powered-ddos-attacks-emerging-tactics-and-defensive-strategiesThreat actors are leveraging artificial intelligence to automate DDoS attacks, increasing speed and evasion capabilities against traditional network defenses.Tue, 26 May 2026 13:09:46 GMTDDoSArtificial IntelligenceBotnetsAutomationNetwork Securityhttps://runtimerebel.com/blog/ai-driven-vulnerability-discovery-automated-response-strategieshttps://runtimerebel.com/blog/ai-driven-vulnerability-discovery-automated-response-strategiesFrontier AI models like Mythos accelerate vulnerability discovery. Learn how to leverage agentic processing and threat intelligence for rapid mitigation.Wed, 20 May 2026 09:18:09 GMTAI SecurityMythos AIVulnerability ManagementAutomationThreat Intelligencehttps://runtimerebel.com/blog/reducing-mttr-with-autonomous-validation-the-73-second-breach-gaphttps://runtimerebel.com/blog/reducing-mttr-with-autonomous-validation-the-73-second-breach-gapAttackers can breach systems in 73 seconds while patching takes over 24 hours. Learn how autonomous validation closes the gap for modern security teams.Wed, 13 May 2026 12:53:43 GMTAutonomous ValidationExposure ManagementMTTRVulnerability ManagementAutomationhttps://runtimerebel.com/blog/agentic-soc-platforms-ai-driven-security-operations-evolvehttps://runtimerebel.com/blog/agentic-soc-platforms-ai-driven-security-operations-evolveExaforce's $125M funding highlights growth in agentic SOC platforms. Learn how AI and automation are redefining threat detection and response for security teams.Tue, 12 May 2026 20:39:41 GMTExaforceAgentic SOC PlatformAI in CybersecuritySecurity OperationsThreat DetectionAutomationhttps://runtimerebel.com/blog/operationalizing-purple-teaming-automating-red-and-blue-workflowshttps://runtimerebel.com/blog/operationalizing-purple-teaming-automating-red-and-blue-workflowsAn analysis of how manual processes and bureaucratic friction undermine purple teaming, and strategies for better technical integration between security teams.Mon, 11 May 2026 13:08:20 GMTPurple TeamingSecurity OperationsAutomationRed TeamingBlue Teaminghttps://runtimerebel.com/blog/ai-driven-cyberattack-fails-to-breach-ot-systems-via-scada-loginhttps://runtimerebel.com/blog/ai-driven-cyberattack-fails-to-breach-ot-systems-via-scada-loginAnalysis of the first AI-driven cyberattack targeting OT. Despite advanced automation, the campaign failed to bypass standard SCADA login interfaces.Thu, 07 May 2026 16:43:36 GMTAI Driven AttackICS SecuritySCADAOT DefenseAutomationhttps://runtimerebel.com/blog/criminal-ip-integrates-with-securonix-and-threatq-for-enhanced-intelhttps://runtimerebel.com/blog/criminal-ip-integrates-with-securonix-and-threatq-for-enhanced-intelCriminal IP partners with Securonix and ThreatQ to automate exposure-based intelligence and accelerate incident response through real-time IP reputation.Fri, 01 May 2026 16:26:23 GMTCriminal IPSecuronixThreatQThreat IntelligenceSIEMAutomationhttps://runtimerebel.com/blog/ai-s-impact-cybercrime-industrialization-shrinking-exploitationhttps://runtimerebel.com/blog/ai-s-impact-cybercrime-industrialization-shrinking-exploitationAI is accelerating industrial cybercrime, drastically reducing time-to-exploit to hours. Defenders must leverage AI and automation to match threat velocity.Fri, 01 May 2026 00:54:35 GMTAIIndustrial CybercrimeTime to ExploitCyberattack SpeedAutomationThreat Landscapehttps://runtimerebel.com/blog/rethinking-threat-intelligence-transitioning-to-autonomous-soc-operationshttps://runtimerebel.com/blog/rethinking-threat-intelligence-transitioning-to-autonomous-soc-operationsExamine the shift from manual analysis to autonomous action by 2026. Learn how AI agents and high-fidelity data bridge the gap between intel and remediation.Sat, 25 Apr 2026 08:28:37 GMTThreat IntelligenceAutomationAI SecuritySOC EfficiencyRecorded Futurehttps://runtimerebel.com/blog/ai-impact-on-vulnerability-management-real-world-trends-and-riskshttps://runtimerebel.com/blog/ai-impact-on-vulnerability-management-real-world-trends-and-risksAnalyze how artificial intelligence impacts vulnerability research and discovery, separating industry hype from technical reality for security professionals.Thu, 23 Apr 2026 08:45:37 GMTAIArtificial IntelligenceVulnerability ResearchAutomationLLMhttps://runtimerebel.com/blog/cisa-kev-remediation-exposes-human-scale-security-limitshttps://runtimerebel.com/blog/cisa-kev-remediation-exposes-human-scale-security-limitsAnalysis of 1 billion CISA KEV records by Qualys exposes critical vulnerabilities are often exploited before organizations can patch them, highlighting limits of…Fri, 10 Apr 2026 16:25:05 GMTCISA KEVVulnerability ManagementPatch ManagementExploitationQualysAutomationhttps://runtimerebel.com/blog/rsac-2026-day-2-advanced-ai-automation-and-cloud-security-updateshttps://runtimerebel.com/blog/rsac-2026-day-2-advanced-ai-automation-and-cloud-security-updatesAn analysis of key announcements from RSAC 2026 Day 2, focusing on AI-driven incident response, cloud security platforms, and identity-centric defense.Wed, 25 Mar 2026 12:24:14 GMTRSAC 2026AI SecurityCloud SecurityIncident ResponseAutomationhttps://runtimerebel.com/blog/ai-in-soc-operations-pitfalls-performance-and-mitigationhttps://runtimerebel.com/blog/ai-in-soc-operations-pitfalls-performance-and-mitigationAnalysis of challenges faced by cybersecurity leaders integrating AI into SOCs. Learn about common pitfalls, performance issues, and key strategies for effective AI…Tue, 24 Mar 2026 00:32:47 GMTAISOCSecurity OperationsAutomationThreat Intelligencehttps://runtimerebel.com/blog/xbow-ai-powered-offensive-security-reshapes-vulnerability-discoveryhttps://runtimerebel.com/blog/xbow-ai-powered-offensive-security-reshapes-vulnerability-discoveryXBOW, an autonomous offensive security firm, secured $120M, reaching a $1B+ valuation. Explore its AI-powered platform for vulnerability discovery and validation.Wed, 18 Mar 2026 20:17:20 GMTXBOWAIOffensive SecurityVulnerability DiscoveryAutomationPenetration Testinghttps://runtimerebel.com/blog/scaling-msp-cybersecurity-with-ai-powered-risk-managementhttps://runtimerebel.com/blog/scaling-msp-cybersecurity-with-ai-powered-risk-managementAnalyze how MSPs use AI-powered risk management to scale cybersecurity services, automate threat assessments, and improve client security via risk-based models.Fri, 06 Mar 2026 12:16:13 GMTMspRisk ManagementAutomationAI SecurityService Deliveryhttps://runtimerebel.com/blog/ai-driven-development-and-the-crisis-of-firewall-rule-backlogshttps://runtimerebel.com/blog/ai-driven-development-and-the-crisis-of-firewall-rule-backlogsExamine how AI-accelerated coding creates network security bottlenecks and why manual firewall management fails in modern DevSecOps environments.Tue, 03 Mar 2026 04:38:38 GMTAi Driven DevelopmentFirewall ManagementNetwork SecurityDevSecOpsAutomationhttps://runtimerebel.com/blog/national-security-risks-of-manual-data-transfer-processeshttps://runtimerebel.com/blog/national-security-risks-of-manual-data-transfer-processesReport reveals 50% of national security organizations rely on manual data transfers, creating systemic risks and critical intelligence latency.Wed, 25 Feb 2026 12:21:38 GMTNational SecurityData TransferCross Domain SolutionsAutomationCyber360https://runtimerebel.com/blog/automated-exploitation-analysis-ai-assisted-breach-of-fortigate-infrastructurehttps://runtimerebel.com/blog/automated-exploitation-analysis-ai-assisted-breach-of-fortigate-infrastructureAmazon threat intelligence identifies a high-velocity campaign leveraging LLM automation to compromise over 600 FortiGate firewalls across 55 countries in a five-week…Mon, 23 Feb 2026 05:33:11 GMTFortinetAI ThreatsExploitationAutomationRussian Nexus