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Security Guides

Does a restricted unpickler make pickle safe? Myth versus fact

Restricting globals in pickle's find_class helps, but the Python docs warn allow listing needs care. Myth versus fact on hardening pickle for data jobs.

Oct 18, 20263 min read
Security Guides

Does a public exploit mean you should patch now?

A public proof of concept is not attacks in the wild. How SSVC separates none, public PoC and active exploitation, and what to do at each level.

Oct 18, 20264 min read
Security Guides

Does a high download count mean a package is safe?

No. Download counts show popularity, not safety. Here is what they can tell you, and which signals to weigh next to them when you pick a dependency.

Oct 18, 20263 min read
Security Guides

Which Docker run settings weaken container isolation?

Privileged mode, unconfined seccomp, host networking, writable bind mounts and added capabilities each remove a layer. Use this table to audit them.

Oct 18, 20264 min read
Security Guides

Docker-in-Docker, socket binding or daemonless: which CI build is safest?

Docker-in-Docker needs privileged mode, socket binding shares the host daemon, and daemonless builders avoid both. How to choose for CI image builds.

Oct 18, 20263 min read
Security Guides

Are Docker Compose secrets safer than environment variables?

Compose secrets mount as files and are granted per service. Environment variables reach every process and logs. Compare them and migrate in a few steps.

Oct 18, 20263 min read
Security Guides

Do you actually need reachability analysis? A decision guide for SCA

When reachability analysis is worth paying for in a software composition tool, when plain version matching is enough, and the trade-offs of each choice.

Oct 18, 20263 min read
Security Guides

Do you need permission to pen test an app hosted in the cloud?

Cloud providers publish their own testing rules. Some allow tests on your own resources without approval, and ban certain activities. What to check first.

Oct 18, 20263 min read
Security Guides

Do you need a separate policy for AI agents and AI assistants?

One policy with an agent section is usually enough. Split it only when agents are widespread. A decision table and the extra rules agents need.

Oct 18, 20263 min read

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