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CyberOps CyberOps @operations_cyber · 21 subscribers
Post #152 34
Cloudflare showed how to build your own vulnerability harness — a wrapper that reliably reproduces a vulnerability time after time, so you don't have to guess "did they really fix it?"

They break it down using KeyTrap (CVE-2023-50387) as an example — that very DoS hole in DNSSEC where a single specially crafted response could send a resolver into an endless crypto-grinding loop and eat up almost all the CPU. The thing is, without a stable harness such bugs are painful to test: sometimes it reproduces, sometimes it doesn't, and the patch seems applied, but who knows.

Good material if you've ever sat there poking at a PoC by hand, hoping it works this time. An engineering approach to something usually done on the fly.
Cloudflare Blog Build your own vulnerability harness We break down the technical architecture behind our multi-stage vulnerability discovery harness and automated triage loop. Learn how we manage state controls, squash false positives through adversarial review, and route around LLM context limits.
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