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Security Guides

Why do apps keep asking for security updates when nothing seems wrong?

Apps need regular security updates because flaws are found in old code and in the parts inside the app. Here is why updates keep coming and what to do.

Oct 19, 20264 min read
Security Guides

Why did my CI OIDC login to the cloud fail? A troubleshooting guide

When a CI job cannot assume a cloud role through OIDC, check the token permission, audience, subject format and trust conditions in that order.

Oct 19, 20264 min read
Security Guides

Why did an unchanged container image gain new vulnerabilities?

An image that has not changed can still show new findings because advisory data changed, not the image. Here is how to tell the causes apart and respond.

Oct 19, 20264 min read
Security Guides

Why did a vulnerability's severity change overnight in my scanner?

Scanner severity is borrowed data. Why it changes overnight after CNA scores, NVD corrections or re-enrichment, and how to write policy that copes.

Oct 19, 20263 min read
Security Guides

Why do DAST scanners rarely find insecure deserialization?

Insecure deserialization needs format knowledge, a gadget chain and often an out-of-band callback. Why black-box scans miss it and what finds it instead.

Oct 19, 20264 min read
Security Guides

Why is CAP_SYS_ADMIN the capability to avoid in containers?

The Linux manual calls CAP_SYS_ADMIN overloaded. Learn what it allows, which capabilities were split from it and how to ask for something narrower.

Oct 19, 20264 min read
Security Guides

Why am I still exposed after a security fix is released?

A fix existing is not the same as the fix being installed. The gap between release and install is where most real exposure sits. Here is how to shrink it.

Oct 19, 20264 min read
Security Guides

Why do AI-built frontends leak API keys through env variables?

Frontend build tools copy prefixed env variables into browser code, so a secret in a prefixed variable is public. Learn the rule and how to fix it.

Oct 19, 20264 min read
Security Guides

Why is accuracy the wrong way to judge a vulnerability score?

A rule predicting no exploitation scores 97 to 98 percent accuracy. FIRST uses coverage, effort and efficiency instead. How to test any prioritization rule.

Oct 19, 20264 min read

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