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Category — Security Automation
The Blind Spot in Modern Email Security

The Blind Spot in Modern Email Security

Aug 10, 2026
When it comes to email security software, the cybersecurity industry has become very good at one thing: scoring the message that's already in the inbox. We've gone from blocklists to signature matching to behavioral ML, and each generation of email security innovation was a genuine improvement over the last.  But the losses keep climbing anyway. The median time it takes someone to click a phishing link is just 21 seconds after opening the email, and another 28 seconds to hand over credentials or payment data. That's under a minute start to finish. That number hasn't moved much in years despite everything we've thrown at the problem. It's time for a different approach. But first, we need to understand modern challenges. We're filtering messages, but attackers are running campaigns By the time a phishing email actually lands in someone's inbox, the attacker has usually finished the hard part. They've registered a lookalike domain and gotten it a vali...
AI SOC Investigation Has Moved Beyond Triage: Two Cases That Show Where It Actually Matters

AI SOC Investigation Has Moved Beyond Triage: Two Cases That Show Where It Actually Matters

Mar 02, 2026 Artificial Intelligence / Threat Detection
The conversation around AI in the SOC has mostly centered on efficiency: closing alerts faster, reducing queue backlog, and automating repetitive work that burns out L1 analysts. That framing is directionally right, and it matters because analyst fatigue is real. For teams dealing with high alert volume, analysts are often asked to make good decisions under a fragmented context and time pressure. But that framing is still incomplete. The bigger shift is not just workflow automation or orchestration of predefined playbooks. It is AI's ability to perform contextual, hypothesis-driven investigation across multiple telemetry sources, work that has traditionally depended on experienced L2 or L3 analysts and limited human time. When that capability can be applied consistently across every alert, it changes the operating model, not just the speed of the existing one. Two recent investigations at Prophet Security make that real. In both cases, the attacks were not obvious from signature-bas...
Beyond Point-in-Time: The ROI Case for Continuous Pentesting

Beyond Point-in-Time: The ROI Case for Continuous Pentesting

Dec 01, 2025 Vulnerability / Penetration Testing
For nearly two decades, offensive security has centered around the same basic ritual: schedule an annual or quarterly penetration test, brace for the findings, remediate what you can, and then repeat the next cycle next year. It's familiar, predictable, and built into every compliance framework. It's also fundamentally mismatched to the way modern infrastructure works and the way attackers operate.  Today's environments change too quickly for point-in-time testing to provide real assurance. Cloud deployments shift daily; CI/CD pipelines push new code constantly, and new assets appear abruptly. A penetration test conducted in November tells you almost nothing about your exposure in January.  This is where Continuous Penetration Testing (CPT) comes in. CPT doesn't just improve offensive security outcomes but reshapes the equation entirely. When organizations adopt continuous validation, they gain clearer visibility, shorter remediation cycles, and tangible, measurable ROI. ...
Leveraging AI as a Tool in Threat Management

Leveraging AI as a Tool in Threat Management

Jun 03, 2024
From the moment it hits the wire—be it MISP or Mandiant—the value and efficacy of cyber threat intelligence (CTI) begins to decay for the organizations that intend to consume it. The data that was once essential for evaluating and reducing risk becomes dated and less helpful as adversaries constantly adapt their tactics, techniques, and procedures (TTPs).  We refer to this as ' threat intelligence decay .' Meanwhile, the NCSC have reported that threat actors have begun leveraging artificial intelligence, with an expectation that they will soon be using AI to evolve and enhance existing TTPs. This advent of AI is exacerbating the challenge of threat intelligence decay. Information that was once a golden nugget of defense can quickly turn into fool's gold, leaving organizations exposed to new threats. When we look at one of the most practical applications that threat intelligence has in an organization—the threat management process—it's frightening how much these problems are co...
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