PCIe Traffic Anomaly Detection via Hardware Filtering
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Solution Overview
Problem
The security of PCIe topologies in integrated systems with devices from different vendors is compromised due to varying attack methods, and software-only solutions fail to meet performance and latency requirements in high-speed PCIe networks.
Innovation Solution
A traffic anomaly detector is implemented within the PCIe controller, comprising filters, a classifier, event counters, a push controller, read counters, a reset controller, and a trigger controller to monitor and respond to anomalies in PCIe transaction layer packets, generating metadata for evaluation by software to maintain network security.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If software-only solutions are used to monitor PCIe traffic patterns, then security assessment capability is provided, but performance and latency requirements are not met due to high data rates
Solution Approach 1:
The monitoring function is segmented into two parts: a hardware-based anomaly detector in the PCIe controller that performs initial filtering and detection of suspicious traffic patterns, and a software-based analysis component that processes only the flagged anomalies. This segmentation allows the high-speed hardware to handle the time-critical monitoring tasks while the software provides comprehensive security assessment, thus meeting both performance and security requirements.
Solution Approach 2:
An intermediary hardware anomaly detector is introduced between the PCIe traffic and the software security analysis system. This intermediary performs real-time filtering and generates condensed anomaly reports, acting as a buffer that protects the software system from being overwhelmed by high-speed traffic while still providing accurate security assessment capabilities.
2Reliability
If continuous monitoring of PCIe traffic patterns is implemented, then security threats are detected, but system complexity increases
Solution Approach 1:
The system performs preliminary action by pre-configuring filter criteria and anomaly detection rules in the hardware controller before monitoring begins. The hardware anomaly detector is pre-programmed with security policies and traffic pattern signatures, enabling it to automatically identify and flag suspicious activities without requiring complex real-time software analysis for every packet, thus reducing overall system complexity while maintaining detection capability.
Solution Approach 2:
The PCIe controller's anomaly detector is designed to be self-service by autonomously monitoring traffic patterns, comparing them against predefined criteria, and generating anomaly reports without requiring continuous external control or complex coordination with other system components. This self-contained approach reduces system complexity while providing continuous security monitoring.
Data Source
AI summary
A traffic anomaly detector of a Peripheral Component Interconnect express (PCIe) system, including filters configured to filter headers of PCIe transaction layer packets (TLPs) based on respective filter criterion; a classifier configured to trigger an event based on one of the filter criterion or a logical combination of a plurality of the filter criteria; an event counter configured to count a number of the events; and a processor configured to detect, based on a value of the event counter, an anomaly in the PCIe TLP traffic.


