ICHI research

Social Signals

Emerging cybersecurity discussions from reviewed public communities, ranked for relevance and labelled by how far each claim has been verified.

Social signals do not affect the ICHI score. They are public discussion, shown for early awareness. A signal is an unverified claim unless it is marked Corroborated or Confirmed, with its evidence linked. Summaries are ICHI's own neutral wording; follow the original post for the full context.

Latest signals

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    What the labels mean

    Unverified
    A public social claim with no independent confirmation.
    Corroborated
    Independent sources substantively support the claim; the evidence is linked.
    Confirmed
    A primary authoritative source (for example CISA, NVD or the vendor's advisory) confirms the underlying event or finding.
    Disputed
    Material contradictory evidence exists.
    Retracted
    The source withdrew or materially corrected the claim. Retracted signals are kept on record and no longer shown.

    Relevance, credibility and verification are separate: a highly relevant discussion can still be untrue, and a credible source can still be wrong. "Also discussed in…" counts posts about the same story; it is not corroboration. A claim is never marked Confirmed because many accounts repeat it, and posts on social platforms never count as evidence. Today the only automatic confirmation is a CISA Known Exploited Vulnerabilities listing for an exploitation claim about that CVE. Relevance (0–100) ranks discussion for this page only; it is not the ICHI score. Popularity adds at most a few points. Signals are shown for 24 hours, 48 hours when highly relevant, or 72 hours when confirmed.

    Operations

    How the feed itself is doing, read from the same store the signals come from. A disabled source collects nothing; "credentials missing" means it is enabled but not yet configured.

    Feed state
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    SourceStatusLast successErrors
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    Sources

    Only public sources whose access method and terms of use have been reviewed are collected. Nothing private is collected, and no access control is bypassed.

    Four separate facts per source: the outcome of ICHI's terms review; whether the source is enabled on this site; what the collector last reported (collection); and what ICHI has actually received in the last 7 days (delivery). Approved does not mean collected, and enabled does not mean delivered.

    SourceHow it is collectedTerms reviewEnabled hereCollectionDelivery
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