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Open Source Security

Log4j Two Years Later: Are We Actually Safer?

Two years after Log4Shell shook the internet, many organizations still have vulnerable Log4j instances. The vulnerability changed how we think about supply chain security—but did it change how we act?

Feb 9, 20265 min read
Application Security

WAF Bypass Techniques and What They Mean for Supply Chain Security

Web Application Firewalls are a critical defense layer, but they are routinely bypassed. Understanding bypass techniques helps you build defense in depth rather than relying on a single control.

Feb 9, 20266 min read
Incident Analysis

Norton Healthcare Ransomware Breach Exposes 2.5 Million Patient Records

In December 2023, Norton Healthcare disclosed that a May ransomware attack by the ALPHV/BlackCat group had compromised personal and medical data of 2.5 million patients, revealing the devastating impact of ransomware on healthcare.

Feb 9, 20268 min read
AI Security

Evaluating Security-Specific Reasoning Models

Reasoning models have arrived in security tooling. Evaluating them requires different methodology from evaluating classification or generation models. Here is what good evaluation looks like.

Feb 9, 20267 min read
Compliance

NIS2 in Spain: The Delayed Transposition and Commission Reasoned Opinion

Spain's draft NIS2 law was approved by the Council of Ministers on 14 January 2025, but had not been published in the BOE by January 2026, triggering Commission action.

Feb 9, 20266 min read
AI Security

Griffin AI vs GPT-5: Context Grounding

A million-token context window is a tool, not a solution. Context grounding for security requires architecture, not just capacity.

Feb 9, 20267 min read
Cloud Security

Multi-Cloud Container Security: Building a Unified Strategy

How to maintain consistent container security across AWS, Azure, and GCP without drowning in tool sprawl and fragmented visibility.

Feb 9, 20268 min read
AI Security

The email-validator Python Library: Usage and Security Guide

How the email-validator Python package works, why regex-only validation is a trap, and the deliverability checks that quietly protect your signup flow.

Feb 9, 20266 min read
AI Security

Dark AI: How Attackers Weaponize Generative Models

Dark AI refers to generative models turned to malicious ends, from phishing at scale to malware assistance. Here is what defenders need to understand and do.

Feb 9, 20266 min read

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