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Six classes had deterministic rules; the rest of a run still rested on models
voting. These thirteen cover the classes that produce the most false positives
in AI-driven testing, and each one is written around what *disproves* the
claim, because that is the part a language model skips:
SSTI an expression evaluated server-side whose result was never
sent — the payload echoing its own "result" is rejected
XXE entity content or an OOB callback; a parser error mentioning
entities shows the DTD was read, not that anything resolved
Open redirect 3xx WITH a Location off-site; a rendered link is not a redirect
CORS reflected Origin PLUS credentials; ACAO:* without credentials
exposes only what an anonymous client could already read, and
ACAO:* WITH credentials is refused by browsers anyway
Cookie flags fully decidable from Set-Cookie + scheme
Clickjacking neither X-Frame-Options nor CSP frame-ancestors
Auth bypass protected content with NO credentials sent — a "bypass" whose
request still carried a cookie is rejected, as is a redirect
to login
JWT forged token accepted AND privileged content returned
Rate limiting >= 20 attempts with no 429/Retry-After; five attempts prove
nothing about a limit that was never reached
Session fix. the session id surviving login unchanged
Mass assign. a read-back proving the field persisted — a 200 on the write
means nothing, APIs accept and ignore extra fields routinely
CSRF a cross-origin state change read back; a SameSite session
cookie means a browser would never attach it cross-site
Exposure a real secret/listing signature the baseline lacked; a
soft-404 mirroring the baseline page is rejected
Exchange gains response and request headers, because several of these classes
are decided by a header (Location, Set-Cookie, Access-Control-Allow-*) and the
body alone is not evidence for them.
A test asserts no two validators claim the same CWE — ambiguous ownership would
make routing depend on registration order, which is how a class silently gets
the wrong rule.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>