Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Security Economics Designed for Outcomes

Security leaders are under pressure to reduce risk faster while proving value to the board and controlling costs as environments expand across cloud, identity, and SaaS. Traditional SIEM pricing models were not built for this reality. They charge equally for every gigabyte of data and often introduce unpredictable AI consumption costs, forcing security teams to manage budgets instead of focusing on risk.

From Alert to Intelligence in Minutes: How ThreatQ + ANY.RUN Transform SOC Triage

Modern SOC teams are overwhelmed by volume, fragmented tools, and manual pivots. Here’s how integrated intelligence turns Tier 1 alerts into decisive, evidence-backed action without escalation. Security operations today are defined by scale, speed, and scrutiny. Tier 1 analysts face a constant stream of alerts, many of which lack context, prioritization, or clear indicators of impact. Every manual pivot between tools introduces delay. Every delayed verdict increases risk.

VOID#GEIST: Stealthy MultiStage Python Loader with Embedded Runtime Deployment, Startup Persistence, and Fileless Early Bird APC Injection into explorer.exe

Securonix Threat Research analyzed a stealthy, multi-stage malware intrusion chain utilizing an obfuscated batch script (non.bat) to deliver multiple encrypted RAT shellcode payloads corresponding to XWorm, XenoRAT, and AsyncRAT.

Securonix Threat Labs Monthly Intelligence Insights | January 2026

Authors: Dheeraj Kumar and Nitish Singh The Monthly Intelligence Insights report provides a summary of top threats curated, monitored, and analyzed by Securonix Threat Labs in January 2026. The report also includes a synopsis of the threats, indicators of compromise (IoCs), tactics, techniques, and procedures (TTPs), and related tags. Each threat has a comprehensive summary from Threat Labs and search queries from the Threat Research team.

AI Priced by Productivity, Not Promises

Security operations teams are facing a structural problem that tools alone cannot solve. Alert volumes continue to rise. Telemetry is fragmented across cloud, SaaS, identity, and endpoint environments. Experienced analysts are stretched thin, and hiring additional talent has become increasingly difficult. At the Same time, boards are demanding faster response, stronger governance, and clear proof that security investments are delivering measurable value. AI is often presented as the answer.

Sam the AI SOC Analyst: How a Modern SOC Works When the AI is the Conductor

Security operations have never been more complex. Analysts face more alerts, more tools, and more pressure to make the right decision at the right moment. The work feels less like running a security program and more like trying to keep an orchestra in sync while each musician plays from a different sheet of music. This is the challenge Sam was created to solve. Sam, the Securonix AI SOC Analyst, acts like a skilled conductor guiding a symphony.

How Smarter Security Economics Reduce Risk Without Breaking the SOC Budget

Most people don’t manage their personal finances by spending every dollar the same way. You don’t pay rent, groceries, retirement savings, and entertainment out of one undifferentiated bucket. You allocate intentionally covering daily necessities, protecting the future, and investing in things that improve quality of life. Yet that’s exactly how traditional SIEM pricing works. Every log costs the same. Every gigabyte is treated equally.

Securonix Threat Labs 2025 Annual Autonomous Threat Sweeper Intelligence Insights

The 2025 Annual Cyber Threat Intelligence Report captures the year’s most impactful attack patterns across exploitation-led intrusion, advanced malware (including AI-assisted techniques), and the ongoing evolution of ransomware/RaaS economics.
Featured Post

It's Good to Talk: Dialogue and Community are Essential to Global Cybersecurity

The recent World Economic Forum meeting focused on "A Spirit of Dialogue". The conference themes emphasized the role of communication and connection in overcoming challenges and driving prosperity in the years ahead.

Analyzing Dead#Vax: Analyzing Multi-Stage VHD Delivery and Self-Parsing Batch Scripts to Deploy In-Memory Shellcode

Securonix Threat Research has been tracking a stealthy malware campaign that uses an uncommon chain of VHD abuse, script-based execution, self-parsing batch logic, fileless PowerShell injections and ultimately dropping RAT. The attack leverages IPFS-hosted VHD files, extreme script obfuscation, runtime decryption, and in-memory shellcode injection into trusted Windows processes, never dropping a decrypted binary to disk.