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Vulnerability Management

CVE-2022-1471: Inside the SnakeYaml Deserialization RCE

CVE-2022-1471 scored 9.8 CRITICAL under NIST's CVSS calculation — a single YAML tag could hand attackers remote code execution in any Java app parsing untrusted input.

Jul 8, 20265 min read
Vulnerability Management

Prioritizing vulnerabilities by real-world risk, not raw CVSS score

Kenna/Cyentia found just 2.6% of 2019's tracked CVEs were ever actively exploited — yet most teams still triage backlogs by CVSS score alone.

Jul 8, 20267 min read
Vulnerability Management

What PHP's use-after-free bugs teach us about dynamic-runtime memory safety

Check Point disclosed three PHP 7 unserialize zero-days in 2016 alone. A decade of PHP use-after-free CVEs shows memory-safety risk doesn't end at the C/C++ boundary.

Jul 8, 20266 min read
Vulnerability Management

NVD's enrichment backlog and how to build a multi-source vuln database strategy

NIST enriched 42,000 CVEs in 2025 — 45% more than any prior year — and still fell behind. On April 15, 2026, it stopped trying to enrich everything.

Jul 8, 20266 min read
Vulnerability Management

The 10 most common code-level vulnerability classes, ranked by real-world data

MITRE's 2025 CWE Top 25 scored 39,080 CVEs — cross-site scripting still ranks #1, but Missing Authorization jumped five spots. Here's how to prevent each class.

Jul 8, 20268 min read
Vulnerability Management

Log4Shell and Spring4Shell, years later: why the same bug keeps coming back

CVE-2021-44228 scored a perfect CVSS 10.0 and hit CISA's Known Exploited Vulnerabilities list the day it was published — the root cause hasn't gone away.

Jul 8, 20266 min read
Vulnerability Management

HTTP/2 Rapid Reset: inside CVE-2023-44487

A single HTTP/2 feature let attackers hit 398 million requests per second. Here's how Rapid Reset (CVE-2023-44487) broke nearly every major web server at once.

Jul 8, 20266 min read
Vulnerability Management

HTTP/2 CONTINUATION Flood: Inside CVE-2024-27316 and the Frame-Based DoS Class

A single TCP connection with no END_HEADERS flag was enough to crash major HTTP/2 servers — worse than Rapid Reset, and it took the industry a decade to check for it.

Jul 8, 20267 min read
Vulnerability Management

Exploitability vs. breakability: a practical rubric for vulnerability triage

CVSS says a flaw could be bad. CISA's KEV catalog, now past 1,300 entries, says one actually was exploited. Most teams still triage as if the two are the same.

Jul 8, 20267 min read

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