The invention discloses a block chain-based performance-lossless
watermark credible
traceability method and
system. The method comprises the following steps of: embedding extended
watermark information based on distribution consistent sampling in a
potential space of a
generative model to obtain a generation content of an embedded
watermark; converting the watermark
metadata into a hash value, storing the hash value in a block chain, and executing node trust management and a shared data storage and
consensus mechanism; inverting the generated content embedded with the watermark to extract watermark information and calculating a hash value, comparing the hash value with the hash value of the watermark information stored in the block chain, if the comparison is consistent, passing the watermark
verification, and if the comparison is inconsistent, failing the watermark
verification; and when the watermark
verification fails, performing node signature verification, if the node signature verification fails or the data is abnormal, starting an on-chain
traceability process, tracking a data generation path according to the watermark
metadata, and searching an abnormal node or
data transmission point. According to the method, lossless embedding, credible circulation and reliable
traceability of watermark information can be realized while high quality of generated content is ensured.