Data is essential for any organization. This isn’t a new concept, and it’s not one that should be a surprise, but it

The post The Impact of GenAI on Data Loss Prevention appeared first on Gigaom.

? Pension data loss leads to £250,000 fine Lax arrangements with a supplier being used to digitise pension scheme records for a Local Government Pension Scheme (LGPS) administering authority  lea...

A computer-implemented method for classifying documents for data loss prevention may include 1) identifying training documents for a machine learning classifier configured for data loss prevention, 2) performing a semantic analysis on training documents to identify topics within the set training documents, 3) applying a similarity metric to the topics to identify at least one unrelated topic with a similarity to the other topics within the plurality of topics, as determined by the similarity metric, that falls below a similarity threshold, 4) identifying, based on the semantic analysis, at least one irrelevant training document within the set of training documents in which a predominance of the unrelated topic is above a predominance threshold, and 5) excluding the irrelevant training document from the set of training documents based on the predominance of the unrelated topic within the irrelevant training document. Various other methods, systems, and computer-readable media are also disclosed.

Data Loss Prevention