Security Risks Due to Data Persistence in Cloud FPGA Platforms

The integration of Field Programmable Gate Arrays (FPGAs) into cloud computing systems has become commonplace. As the operating systems used to manage these systems evolve, special consideration must be given to DRAM devices accessible by FPGAs. These devices may hold sensitive data that can become inadvertently exposed to adversaries following user logout. Although addressed in some cloud FPGA environments, automatic DRAM clearing after process termination is not automatically included in popular FPGA runtime environments nor in most proposed cloud FPGA hypervisors. In this paper, we examine DRAM data persistence in AMD/Xilinx Alveo U280 nodes that are part of the Open Cloud Testbed (OCT). Our results indicate that DDR4 DRAM is not automatically cleared following user logout from an allocated node and subsequent node users can easily obtain recognizable data from the DRAM following node reallocation over 17 minutes later. This issue is particularly relevant for systems which support FPGA multi-tenancy.

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Publication Details

Published
2024-08-11
DOI
https://doi.org/10.1109/mwscas60917.2024.10658894
Primary Topic
Cloud Data Security Solutions
Type
article
Field-Weighted Citation Impact
0.00

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article

Security Risks Due to Data Persistence in Cloud FPGA Platforms

Russell Tessier, Sandip Kundu, Bharadwaj Madabhushi, Zhehang Zhang
Cloud Data Security Solutions
article

Security Risks Due to Data Persistence in Cloud FPGA Platforms

Russell Tessier, Sandip Kundu, Bharadwaj Madabhushi, Zhehang Zhang
article en

Abstract

The integration of Field Programmable Gate Arrays (FPGAs) into cloud computing systems has become commonplace. As the operating systems used to manage these systems evolve, special consideration must be given to DRAM devices accessible by FPGAs. These devices may hold sensitive data that can become inadvertently exposed to adversaries following user logout. Although addressed in some cloud FPGA environments, automatic DRAM clearing after process termination is not automatically included in popular FPGA runtime environments nor in most proposed cloud FPGA hypervisors. In this paper, we examine DRAM data persistence in AMD/Xilinx Alveo U280 nodes that are part of the Open Cloud Testbed (OCT). Our results indicate that DDR4 DRAM is not automatically cleared following user logout from an allocated node and subsequent node users can easily obtain recognizable data from the DRAM following node reallocation over 17 minutes later. This issue is particularly relevant for systems which support FPGA multi-tenancy.

University of Massachusetts Amherst (US)
National Science Foundation
Openalex Percentile: Top 75%
Cloud Data Security Solutions
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