Stealing neural network structure through remote FPGA side-channel analysis
Deep Neural Network (DNN) models have been extensively developed by companies for a
wide range of applications. The development of a customized DNN model with great …
wide range of applications. The development of a customized DNN model with great …
Active fences against voltage-based side channels in multi-tenant FPGAs
Dynamic and partial reconfiguration together with hardware parallelism make FPGAs
attractive as virtualized accelerators. However, recently it has been shown that multi-tenant …
attractive as virtualized accelerators. However, recently it has been shown that multi-tenant …
Mitigating electrical-level attacks towards secure multi-tenant FPGAs in the cloud
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 …
partial access to the hardware is given to multiple third parties. This leads to new types of …
Deepstrike: Remotely-guided fault injection attacks on dnn accelerator in cloud-fpga
As Field-programmable gate arrays (FPGAs) are widely adopted in clouds to accelerate
Deep Neural Networks (DNN), such virtualization environments have posed many new …
Deep Neural Networks (DNN), such virtualization environments have posed many new …
Reading between the dies: Cross-SLR covert channels on multi-tenant cloud FPGAs
I Giechaskiel, K Rasmussen… - 2019 IEEE 37th …, 2019 - ieeexplore.ieee.org
Field-Programmable Gate Arrays (FPGAs) are becoming increasingly available via
commercial cloud providers, which currently allocate devices on a per-user basis. As the …
commercial cloud providers, which currently allocate devices on a per-user basis. As the …
C3APSULe: Cross-FPGA Covert-Channel Attacks through Power Supply Unit Leakage
I Giechaskiel, KB Rasmussen… - 2020 IEEE Symposium …, 2020 - ieeexplore.ieee.org
Field-Programmable Gate Arrays (FPGAs) are versatile, reconfigurable integrated circuits
that can be used as hardware accelerators to process highly-sensitive data. Leaking this …
that can be used as hardware accelerators to process highly-sensitive data. Leaking this …
Security of cloud FPGAs: A survey
Integrating Field Programmable Gate Arrays (FPGAs) with cloud computing instances is a
rapidly emerging trend on commercial cloud computing platforms such as Amazon Web …
rapidly emerging trend on commercial cloud computing platforms such as Amazon Web …
CPAmap: On the complexity of secure FPGA virtualization, multi-tenancy, and physical design
Abstract With virtualized Field Programmable Gate Arrays (FPGAs) on the verge of being
deployed to the cloud computing domain, there is a rising interest in resolving recently …
deployed to the cloud computing domain, there is a rising interest in resolving recently …
Learning malicious circuits in FPGA bitstreams
Computing platforms are integrating field-programmable gate arrays (FPGAs) to support
domain-specific customization. Multiple tenants can share these FPGAs by configuring them …
domain-specific customization. Multiple tenants can share these FPGAs by configuring them …
PicoEMP: A Low-Cost EMFI Platform Compared to BBI and Voltage Fault Injection using TDC & External VCC Measurements
C O'Flynn - 2023 Workshop on Fault Detection and Tolerance …, 2023 - ieeexplore.ieee.org
Electromagnetic Fault Injection (EMFI) has been demonstrated to be useful for both
academic and industrial research. Due to the dangerous voltages involved, most work is …
academic and industrial research. Due to the dangerous voltages involved, most work is …