The future of FPGA acceleration in datacenters and the cloud

C Bobda, JM Mbongue, P Chow, M Ewais… - ACM Transactions on …, 2022 - dl.acm.org
In this article, we survey existing academic and commercial efforts to provide Field-
Programmable Gate Array (FPGA) acceleration in datacenters and the cloud. The goal is a …

Electrical-level attacks on CPUs, FPGAs, and GPUs: Survey and implications in the heterogeneous era

DG Mahmoud, V Lenders, M Stojilović - ACM Computing Surveys (CSUR …, 2022 - dl.acm.org
Given the need for efficient high-performance computing, computer architectures combining
central processing units (CPUs), graphics processing units (GPUs), and field-programmable …

FPGA-based remote power side-channel attacks

M Zhao, GE Suh - 2018 IEEE Symposium on Security and …, 2018 - ieeexplore.ieee.org
The rapid adoption of heterogeneous computing has driven the integration of Field
Programmable Gate Arrays (FPGAs) into cloud datacenters and flexible System-on-Chips …

An inside job: Remote power analysis attacks on FPGAs

F Schellenberg, DRE Gnad, A Moradi… - IEEE Design & …, 2021 - ieeexplore.ieee.org
This article presents how programmable resources of an FPGA can be utilized to perform
side-channel attacks and reports practical examples of these attacks.-Rosario Cammarota …

Screaming channels: When electromagnetic side channels meet radio transceivers

G Camurati, S Poeplau, M Muench, T Hayes… - Proceedings of the …, 2018 - dl.acm.org
This paper presents a new side channel that affects mixed-signal chips used in widespread
wireless communication protocols, such as Bluetooth and WiFi. This increasingly common …

FPGADefender Malicious Self-oscillator Scanning for Xilinx UltraScale + FPGAs

TM La, K Matas, N Grunchevski, KD Pham… - ACM Transactions on …, 2020 - dl.acm.org
Sharing configuration bitstreams rather than netlists is a very desirable feature to protect IP
or to share IP without longer CAD tool processing times. Furthermore, an increasing number …

Mitigating electrical-level attacks towards secure multi-tenant FPGAs in the cloud

J Krautter, DRE Gnad, MB Tahoori - ACM Transactions on …, 2019 - dl.acm.org
A rising trend is the use of multi-tenant FPGAs, particularly in cloud environments, where
partial access to the hardware is given to multiple third parties. This leads to new types of …

Maskednet: The first hardware inference engine aiming power side-channel protection

A Dubey, R Cammarota, A Aysu - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Differential Power Analysis (DPA) has been an active area of research for the past two
decades to study the attacks for extracting secret information from cryptographic …

Timing violation induced faults in multi-tenant FPGAs

D Mahmoud, M Stojilović - 2019 Design, Automation & Test in …, 2019 - ieeexplore.ieee.org
FPGAs have made their way into the cloud, allowing users to gain remote access to the state-
of-the-art reconfigurable fabric and implement their custom accelerators. Since FPGAs are …

{Deep-Dup}: An adversarial weight duplication attack framework to crush deep neural network in {Multi-Tenant}{FPGA}

AS Rakin, Y Luo, X Xu, D Fan - 30th USENIX Security Symposium …, 2021 - usenix.org
The wide deployment of Deep Neural Networks (DNN) in high-performance cloud
computing platforms brought to light multi-tenant cloud field-programmable gate arrays …