6results about How to "Improve audit accuracy" patented technology

The invention provides a large model content generation auditing method and system based on man-machine collaboration, and relates to the technical field of large models, and the method comprises the steps: deconstructing the generation process data of to-be-audited content, constructing a content risk propagation map, mapping a multi-level auditing strategy library, and recognizing an uncertainty region needing manual intervention. And obtaining manual auditing judgment and correction operation, forming auditing knowledge precipitation and perfecting an auditing strategy library. According to the method, the content risk source can be accurately positioned, the auditing efficiency is improved, a closed-loop optimized man-machine collaborative auditing mechanism is formed, the misjudgment rate is effectively reduced, and the large model content security is improved.

The invention discloses a data set copyright auditing method and device for a video recognition system. The method comprises the steps of training an evaluation model based on an original video data set, and obtaining an output probability of an original video based on the evaluation model; thirdly, slightly modifying the original video data set to obtain a modified data set, and inputting the modified data set into the evaluation model to query to obtain an output probability of a modified video; then, a specified number of samples are selected by comparing the difference value of the two output probabilities, and then a published data set and a non-published data set are obtained; and finally, through comparing behavior differences of the suspicion model on the published data set and the unpublished data set, realizing copyright auditing of the video identification data set.

The application provides a content review model training method and device, equipment, a storage medium and a computer program product; the method comprises the following steps: predicting compliance of at least one piece of content to be reviewed by a content review model to obtain a predicted review result of each piece of content to be reviewed; for each piece of content to be reviewed, determining a predicted difficulty score of the content to be reviewed based on the predicted review result; from at least one piece of content to be reviewed, a target review content is selected whose predicted difficulty score meets a difficulty score condition; the content review model is trained by taking the target review content as a sample and taking the actual review result of the target review content as a sample label of the sample, so as to update the content review model; by the application, the training cost of the content review model can be reduced, and the training speed and content review accuracy of the content review model can be improved.

The invention discloses a merchant inspection information processing method and device, a storage medium and electronic equipment, and relates to the field of financial science and technology, and the method comprises the steps: obtaining merchant inspection information which at least comprises an external environment image, an internal environment image and internal voice information of a merchant; predicting the type of the merchant according to the feature information in the external environment image to obtain a first type; predicting the type of the merchant according to the in-store environment image and the in-store voice information to obtain a second type; under the condition that the predicted first category is the same as the predicted second category, determining that the target category of the merchant is the first category; under the condition that the predicted first category is different from the predicted second category, determining a target category of the merchant from the first category and the second category according to the transaction flow information of the merchant; and submitting the determined target category of the merchant to an auditing system. The technical problem of low auditing efficiency caused by manual auditing of merchant inspection information in the prior art is solved.

The invention discloses a method for constructing an audit portrait based on digitization, which belongs to the technical field of audit management, and is characterized by comprising the following steps: S1, constructing an audit daily service; s2, constructing an audit field tool module; s3, establishing an audit rectification database; s4, importing a work manuscript, an auditing report, an auditing investigation scheme, an auditing implementation scheme and a pre-auditing investigation report in previous auditing work into an auditing rectification database; s5, an audit portrait of the audit object is completed through an audit data analysis module; and S6, sending the auditing historical data to an auditing product output module, completing auditing qualitative retrieval, auditing processing retrieval and auditing evaluation retrieval in an auditing manuscript and auditing report compilation process of auditing personnel, and providing similar problem, similar analysis and similar auditing object evaluation reference. The auditing data is effectively analyzed, so that the auditing accuracy can be effectively improved.