The subject invention provides for an intelligent quarantining system and
method that facilitates a more robust classification system in connection
with spam prevention. The invention involves holding back some messages
that appear to be questionable, suspicious, or untrustworthy from
classification (as spam or good). In particular, the filter lacks
information about these messages and thus classification is temporarily
delayed. This provides more time for a filter update to arrive with a
more accurate classification. The suspicious messages can be quarantined
for a determined time period to allow more data to be collected regarding
these messages. A number of factors can be employed to determine whether
messages are more likely to be flagged for further analysis. User
feedback by way of a feedback loop system can also be utilized to
facilitate classification of the messages. After some time period,
classification of the messages can be resumed.