CLKSCREW: Exposing the Perils of Security-Oblivious Energy Management

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Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays (2020, methodology): “Dynamic frequency scaling [9] is a commonly used technique to manage power dissipation [14].”
HardFails: Insights into Software-Exploitable Hardware Bugs (2019, background): “…TLBleed [23] unprivileged BranchScope [20] unprivileged Spectre [37] unprivileged Meltdown [43] unprivileged MemJam [45] supervisor CLKScrew [69] supervisor Foreshadow [72] supervisor T ABLE 2: Classiﬁcation of the underlying vulnerabilities of recent microarchitectural attacks by their…”
Plundervolt: Software-based Fault Injection Attacks against Intel SGX (2020, methodology): “In 2017, Tang et al. [65] discovered a software-based fault attack, dubbed CLKscrew.”
Sponge Examples: Energy-Latency Attacks on Neural Networks (2020, background): “Energy attacks against mobile devices usually aim to drain the battery more quickly [12, 33], although energy management in mobile devices can also be used to perform deterministic fault injection [34].”