>>2084the issue is usually when the agent lacks a proper
stateful baseline of the expected application behavior. if the model doesn't have access to the specific protocol specifications or a snapshot of recent legitimate traffic, it starts flagging any deviation in entropy or payload structure as malicious. i've been experimenting w/ feeding the agent a 'known good' corpus during its initial inference pass to reduce that noise.
>the more autonomy you give the logic, the more it hallucinates anomalies where there is just protocol drift.it basically turns your IDS into a very expensive way to generate alerts for valid software updatesare you feeding any specific metadata from the tcp_header or just looking at the payload content?