D3-CSPP

Detect
Client-server Payload Profiling

Definition

Comparing client-server request and response payloads to a baseline profile to identify outliers.

How it works

Profiling request and response payloads across multiple clients to a single server to develop a baseline of their characteristics. May take into account request/response sizes, entropy, frequency, and rhythm. Finally, identify outliers as they may indicate a malicious payload delivery and subsequent server exploitation.

Considerations

Collecting metrics to establish a profile can be challenging since user behavior can change easily.

Employees may work different hours or inconsistent schedules which will cause false positives.

Collection of network activity to generate metrics is a computationally intensive process.

Users may log into different workstations which may cause false positives.

Artifact Relationships

This defensive technique relates to specific digital artifacts.

analyzes
Client-server Payload Profiling
Network Traffic

References

Reference - Method and system for detecting malicious payloads - Vectra Networks Inc