Adaptive data loss prevention

Described embodiments provide systems and methods for adaptive data loss prevention. A first computing device may generate, according to a first response from a server and an output from a second computing device identifying sensitive data in the first response, at least one rule regarding the sensitive data, and at least one template for data loss prevention (DLP) responses. The first computing device may determine, according to the at least one rule, a match to a second response from the server, that includes the sensitive data. The first computing device may provide, according to the match and the at least one template, a DLP response to redact the sensitive data of the second response, in place of a DLP output from the second computing device identifying the sensitive data in the second response.