How PhishGuard AI treats email authentication failures as explainable evidence without turning them into automatic phishing verdicts.
Omobolajiadeyan ha esteso PhishGuard AI con email-authentication parsing (SPF/DKIM/DMARC) come supporting evidence, non come verdetto in phishing detection. Per SOC team, output JSON e SARIF rendono il detection explainable e preservano l'incertezza su infra abused—critical dove auth checks da soli falliscono.
Email authentication is valuable evidence, but it is not a verdict.
SPF, DKIM, and DMARC can help a receiving system decide whether a message came
through authorized infrastructure and whether authenticated identities align
with the visible sender. But in phishing detection, treating those checks as
magic answers can create the wrong kind of confidence.
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