Security Operations , SIEM , SOC , AI/ML AI tool translates security rules for multiple SIEM systems May 5, 2026 Share By SC Staff (Adobe Stock) Academics have developed a new technique to make AI useful for cyber-defenders by translating rules from diverse security information and event managements (SIEMs) into a format that is easier to use across multiple systems. This aims to simplify the complex task of managing security alerts for security operations centers (SOCs), with further coverage provided by The Register. Organizations often use multiple SIEMs, leading to complexity for SOCs. Researchers from the National University of Singapore and Fudan University have created ARuleCon, a system that translates SIEM rules between different platforms. Current SIEMs use specific schemas, making rules incompatible across systems. While some vendor tools exist, they support limited SIEMs. Manual conversion is slow and labor-intensive. ARuleCon uses an agentic retrieval augmented generation pipeline, referencing official vendor documentation to overcome schema mismatches. It also includes a Python-based consistency check for accuracy. The tool can translate rules for SIEMs including Splunk, Microsoft Sentinel, IBM QRadar, Google Chronicle, and RSA NetWitness, offering a more accurate solution than generic LLMs. This capability can aid organizations in SIEM consolidation or migration, enabling SOCs to better detect threats and reduce alert noise. Source: The Register An In-Depth Guide to AI Get essential knowledge and practical strategies to use AI to better your security program. Learn More SC Staff Related Vulnerability Management Critical 9.8 Weaver E-cology vulnerability actively exploited Steve Zurier May 5, 2026 Critical Weaver E-cology bug exploited for RCE, exposing core enterprise workflows and secrets. Security Operations U.S. state health insurance marketplaces reportedly shared user data with tech giants SC Staff May 5, 2026 The investigation by Bloomberg revealed that these trackers, commonly used for website analytics and bug identification, were misconfigured on healthcare exchange sites, leading to the collection and sharing of personal data. Malware New botnet targets gaming servers via misconfigured Jenkins SC Staff May 4, 2026 The attackers gained initial access by abusing the scriptText endpoint of the Jenkins server, achieving remote code execution (RCE) through a Groovy script. Related Events Cybercast AI for better SecOps: A Black Hat preview Tue Jul 7 Get daily email updates SC Media's daily must-read of the most current and pressing daily news Business Email By clicking the Subscribe button below, you agree to SC Media Terms of Use and Privacy Policy . Subscribe Related Terms Blue Team Cold Warm Hot Disaster Recovery Site Countermeasure Cron Daemon Disaster Recovery Plan (DRP) Forensics You can skip this ad in 5 seconds