All Articles

July 31, 2025

Why Attribution Matters More Than Just Indicators of Compromise in Threat Hunting

In today’s ever-evolving cyber threat landscape, threat hunting has become a critical function for proactive security teams. While many organizations focus their efforts on identifying and responding to Indicators of Compromise (IOCs)—such as malicious IP addresses, domain names, or file hashes—there’s a growing realization that this approach is not enough. To truly stay ahead of sophisticated adversaries, attribution—understanding who is behind the attack and why—offers a far more strategic edge.

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August 4, 2025

From Indicators to Intent: Why Behavior-Based Threat Hunting Is the Future of Cyber Defense

In the evolving arms race between defenders and adversaries, traditional cybersecurity tools have long relied on Indicators of Compromise (IOCs) — fixed signals like IP addresses, file hashes, or domain names — to detect threats. But modern attackers have learned to work around static defenses, often evading detection by rotating infrastructure or mimicking legitimate activity. To keep pace, security teams are turning toward behavior-based threat hunting, a method that seeks to understand not just what attackers do — but why and how they do it.

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August 12, 2025

How Threat Actors Reuse Infrastructure — and Why It’s a Goldmine for Threat Hunters

One of the most underutilized advantages in modern threat hunting is tracking the reuse of infrastructure by adversaries. While attackers are constantly evolving their tactics, many continue to recycle elements of their operations — from IP ranges to hosting providers — across campaigns, groups, and even years. For those who know what to look for, this repetition offers a rich vein of intelligence that can uncover hidden threats before they escalate.

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August 19, 2025

Stop Patching by CVSS Alone: Let Threat Intelligence Drive Vulnerability Prioritization

Most teams drown in vulnerabilities. Dashboards fill with double-digit CVSS scores, patch windows shrink, and everything feels urgent. But treating all “highs” as equal wastes effort and leaves mission-critical gaps. The way out is risk-based vulnerability management, where threat intelligence (TI)—not just severity scores—guides what gets patched first.

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August 26, 2025

AI Security Is Only as Good as Its Telemetry: Why XDR Alone Won’t Cut It

“AI for security” is everywhere: agentic hunting, autonomous investigations, GPT copilots for your SOC. The promise is real—but the outcomes hinge on a simple constraint: models can’t reason about signals they don’t see. If your telemetry is thin, delayed, or de-contextualized, even the smartest agent will produce confident, wrong answers. In short: garbage in, garbage out.

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September 2, 2025

Hypothesis-Driven Threat Hunting: Turn Intelligence Into Testable Hunts

Alert queues are noisy by design. If your hunting program only follows what the SIEM bubbles up, you’ll mostly find what your tooling already knows how to see. Hypothesis-driven threat hunting flips that script: you start with an informed guess about adversary behavior, then design targeted tests to confirm or refute it. The result is less alert-chasing, more discovery—especially for low-and-slow activity that evades signatures.

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September 9, 2025

Dark Web Intelligence for Early Warning: Turn Underground Chatter into Actionable Defense

Most security teams watch what adversaries do inside their environments. Fewer watch what adversaries say before they get there. Dark web intelligence—signals from closed forums, encrypted channels, marketplaces, and leak sites—can provide days or weeks of early warning if you know what to collect, how to verify it, and how to turn it into practical hunts.

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September 18, 2025

From Chatter to Chain of Custody: Making Sure It’s Decision-Grade Cyber Attribution

Cyber attribution lives almost entirely in the digital exhaust of adversaries: logs, pcaps, malware configurations, infrastructure footprints, forum chatter, and telemetry correlations. Whether the outcome is an enterprise risk decision or a government disruption action, the standard is the same—decision-quality intelligence built on explicit confidence, disciplined sourcing, reproducible analysis, and verifiable handling of cyber artifacts.

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September 30, 2025

Legal, Ethical, and Effective Dark-Web Monitoring: A Practical Field Guide for Any SOC or Case Team

Goal: turn underground signals into actionable intelligence—without crossing legal or ethical lines. This guide outlines a lightweight, defensible approach that works for government/LE and private-sector teams alike. (This is general guidance, not legal advice; coordinate with counsel and policy owners.)

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