The invention discloses an abnormal transaction identification method and device, a storage medium and
electronic equipment. The method relates to the field of financial science and technology, and comprises the following steps: obtaining multi-
modal data corresponding to a target transaction, and determining a target transaction scene corresponding to the target transaction according to the multi-
modal data; under the condition that the target transaction scene is the first transaction scene, performing
feature extraction processing on operation behavior data in the image data, the
voice data and the environment data to obtain image features, voice features and operation behavior features; performing weighted fusion
processing according to the image features, the voice features and the operation behavior features to obtain fusion data; and judging whether the target transaction is abnormal or not according to the fusion data and a preset threshold value corresponding to the target transaction scene, and obtaining a judgment result. Through application of the method and the device, the problem that the recognition accuracy is relatively low in a strong light environment and a face shielding scene due to the fact that abnormal transaction recognition depends on a single visual mode in related technologies is solved.