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We review works that have explored the vulnerability of the individual accelerators (such as Graphical Processing Units, GPUs and Field Programmable Gate Arrays, FPGAs) against these attacks, as well as ... In this survey article, we consider the security of heterogeneous systems against microarchitectural attacks, with a focus on covert- and side-channel attacks, as well as fault injection attacks. ... Table 1 . 1 Summary of microarchitectural atacks on GPUs (dGPU: discrete GPU, iGPU: integrated GPU) Attack Threat model Leakage Microarch Attacker's goal structure (for side channel & fault injection) ...doi:10.1145/3544102 fatcat:dm3l4etg5vealdqyodhuopjhgy