​​Learn what generative AI can do for your security operations center

The busier security teams get, the harder it can be to understand the full impact of false positives, queue clutter, tool fragmentation, and more. But what is clear—it all adds up to increased fatigue and an increased potential to miss the cyberthreats that matter most. To help security teams...

Prompting the Priorities: A First Look at Evaluating LLMs for Vulnerability Triage and Prioritization

Security analysts face increasing pressure to triage large and complex vulnerability backlogs. Large Language Models LLMs offer a potential aid by automating parts of the interpretation process. We evaluate four models ChatGPT, Claude, Gemini, and DeepSeek across twelve prompting techniques to...

Recorded Future Triage 安全漏洞

Recorded Future Triage is a cloud sandboxing service from US-based Recorded Future. A security vulnerability exists in Recorded Future Triage that stems from a Windows behavioral analysis engine that allows malicious samples to evade detection by recursively spawning a large number of child...

CVE-2025-61303

Hatching Triage Sandbox Windows 10 build 2004 2025-08-14 and Windows 10 LTSC 20212025-08-14 contains a vulnerability in its Windows behavioral analysis engine that allows a submitted malware sample to evade detection and cause denial-of-analysis. The vulnerability is triggered when a sample...

Exploit for CVE-2025-61303

CVE-2025-61303 - RecordedFuture Triage: Denial-Of-Analysis via...

Forensic Timeliner 2.2

Forensic Timeliner is a high-speed forensic processing engine built for DFIR investigators. It quickly consolidates CSV output from top-tier triage tools into a unified mini timeline with built-in filtering, artifact detection, date filtering, keyword tagging, and deduplication...

Binary Diff Summarization Using Large Language Models

Security of software supply chains is necessary to ensure that software updates do not contain maliciously injected code or introduce vulnerabilities that may compromise the integrity of critical infrastructure. Verifying the integrity of software updates involves binary differential analysis...

How To Automate Alert Triage With AI Agents and Confluence SOPs Using Tines

Run by the team at workflow orchestration and AI platform Tines, the Tines library features over 1,000 pre-built workflows shared by security practitioners from across the community - all free to import and deploy through the platform's Community Edition. The workflow we are highlighting...

Synergizing Static Analysis with Large Language Models for Vulnerability Discovery and Beyond

This report examines the synergy between Large Language Models LLMs and Static Application Security Testing SAST to improve vulnerability discovery. Traditional SAST tools, while effective for proactive security, are limited by high false-positive rates and a lack of contextual understanding...

ATLANTIS: AI-Driven Threat Localization, Analysis, and Triage Intelligence System

We present ATLANTIS, the cyber reasoning system developed by Team Atlanta that won 1st place in the Final Competition of DARPA's AI Cyber Challenge AIxCC at DEF CON 33 August 2025. AIxCC 2023-2025 challenged teams to build autonomous cyber reasoning systems capable of discovering and patching...

Large Language Models for Security Operations Centers: a Comprehensive Survey

Large Language Models LLMs have emerged as powerful tools capable of understanding and generating human-like text, offering transformative potential across diverse domains. The Security Operations Center SOC, responsible for safeguarding digital infrastructure, represents one of these domains. SO...

Inside Grammarly’s AI-driven automation with the MCP Server for Wiz

Meet the system that cut manual triage times by 90% and enables engineers to focus on strategic thinking...

AI SOC 101: Key Capabilities Security Leaders Need to Know

Security operations have never been a 9-to-5 job. For SOC analysts, the day often starts and ends deep in a queue of alerts, chasing down what turns out to be false positives, or switching between half a dozen tools to piece together context. The work is repetitive, time-consuming, and high-stake...

Announcing public preview: Phishing triage agent in Microsoft Defender

Intelligent triage for a more agile, autonomous SOC At Microsoft Secure 2025, we introduced a new wave of innovations across Microsoft Defender aimed at redefining what AI can do for security operations. At the center of these announcements was the launch of 11 Security Copilot agents, each...

Malicious code in dependabot-auto-triage (npm)

--- -= Per source details. Do not edit below this line.=- Source: ghsa-malware 4d0f3b4b8521203a882b46f61419d108cb731522a0a8c231bc89b22406803057 Any computer that has this package installed or running should be considered fully compromised. All secrets and keys stored on that computer should be...

MAL-2025-6158 Malicious code in dependabot-auto-triage (npm)

--- -= Per source details. Do not edit below this line.=- Source: ghsa-malware 4d0f3b4b8521203a882b46f61419d108cb731522a0a8c231bc89b22406803057 Any computer that has this package installed or running should be considered fully compromised. All secrets and keys stored on that computer should be...

How To Automate Ticket Creation, Device Identification and Threat Triage With Tines

Run by the team at workflow orchestration and AI platform Tines, the Tines library features over 1,000 pre-built workflows shared by security practitioners from across the community - all free to import and deploy through the platform's Community Edition. A recent standout is a workflow that...

Automated Alert Classification and Triage (AACT): an Intelligent System for the Prioritisation of Cybersecurity Alerts

Enterprise networks are growing ever larger with a rapidly expanding attack surface, increasing the volume of security alerts generated from security controls. Security Operations Centre SOC analysts triage these alerts to identify malicious activity, but they struggle with alert fatigue due to t...

Towards AI-Driven Human-Machine Co-Teaming for Adaptive and Agile Cyber Security Operation Centers

Security Operations Centers SOCs face growing challenges in managing cybersecurity threats due to an overwhelming volume of alerts, a shortage of skilled analysts, and poorly integrated tools. Human-AI collaboration offers a promising path to augment the capabilities of SOC analysts while reducin...

InsightIDR AI Alert Triage Automatically Classifies Alerts with 99.93% Accuracy

Rapid7 AI Alert Triage helps SOC analysts quickly and accurately triage thousands of daily alerts, improving efficiency and enabling focus. One universal truth in Security Operations Centers SOCs is that analysts are overwhelmed by the high volume of alerts they receive. In a recent survey, SOC...