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Vulnerability Management

Vulnerability Chaining: Real-World Examples and Defense Strategies

Individual vulnerabilities rarely tell the full story. This deep dive examines how attackers chain low-severity bugs into devastating exploits and how defenders can break the chain.

Jan 30, 20267 min read
Vulnerability Management

Understanding EPSS: Exploit Prediction Scoring System Explained

EPSS offers a data-driven approach to vulnerability prioritization. Learn how it works, how it compares to CVSS, and why your team should care.

Jan 24, 20266 min read
Vulnerability Management

Vulnerability Correlation Across Package Ecosystems

The same vulnerability often appears under different identifiers across npm, PyPI, Maven, and other ecosystems. Here is how to correlate vulnerabilities across ecosystems and why it matters.

Jan 18, 20266 min read
Vulnerability Management

CPE Naming Convention and the Vulnerability Matching Problem

CPE is the backbone of NVD vulnerability matching, and it is deeply flawed. Understanding its limitations is essential for accurate vulnerability management.

Jan 10, 20266 min read
Vulnerability Management

Image Parsing Vulnerabilities in Dependencies: The Pixel-Level Threat

Every application that processes images depends on parsing libraries with a long history of memory corruption bugs. Here is what is at stake.

Jan 9, 20265 min read
Vulnerability Management

Spring4Shell (CVE-2022-22965) Response Analysis

A 2010-era bypass resurfaced as CVE-2022-22965 on Spring Framework for JDK 9+. Here is how the disclosure, patch, and industry response actually went.

Jan 7, 20266 min read

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