The invention discloses a multi-
modal fusion short message compliance and security dual auditing method and
system, and the method comprises the steps: encrypting account information through employing an irreversible
algorithm based on SHA256 and a random salt value, and decomposing the content of a short message into a
text stream, a link
stream and a symbol
stream through employing a
regular expression; traversing each character in the short message content by adopting a prefix mode based on a
Trie tree in combination with an AC
automaton algorithm to detect sensitive words; performing symbol semantic classification mapping and analysis on the special symbol
feature data extracted from the symbol
stream; carrying out sending behavior analysis on the text
feature data extracted from the
text stream; performing special detection on link
feature data extracted from the link stream; based on the factors corresponding to the sensitive words, the
semantics, the behaviors and the links and the weights of the factors, a multi-
modal feature fusion decision
risk assessment algorithm is adopted to output a risk
score value and a risk
decision rule of the risk
score value so as to execute short message interception operation or short message release operation. According to the invention, full-dimension
perception and dynamic defense of risks can be realized.