August 3, 2021

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Leaking Secrets through Modern Branch Predictor in the Speculative World. (arXiv:2107.09833v1 [cs.CR])

Transient execution attacks that exploit speculation have raised significant
concerns in computer systems. Typically, branch predictors are leveraged to
trigger mis-speculation in transient execution attacks. In this work, we
demonstrate a new class of speculation-based attack that targets branch
prediction unit (BPU). We find that speculative resolution of conditional
branches (i.e., in nested speculation) alter the states of pattern history
table (PHT) in modern processors, which are not restored after the
corresponding branches are later squashed. Such characteristic allows attackers
to exploit BPU as the secret transmitting medium in transient execution
attacks. To evaluate the discovered vulnerability, we build a novel attack
framework, BranchSpectre, that enables exfiltration of unintended secrets
through observing speculative PHT updates (in the form of covert and side
channels). We further investigate PHT collision mechanism in the history-based
predictor as well as the branch prediction mode transitions in Intel
processors. Built upon such knowledge, we implement an ultra high-speed covert
channel (BranchSpectre-cc) as well as two side channels (i.e., BranchSpectre-v1
and BranchSpectre-v2) that merely rely on BPU for mis-speculation trigger and
secret inference in the speculative domain. Notably, BranchSpectre side
channels can take advantage of much simpler code patterns than the ones used in
Spectre attacks. We present an extensive BranchSpectre code gadget analysis on
a set of popular real-world application code bases followed by a demonstration
of real-world side channel attack on OpenSSL. The evaluation results show
substantial wider existence and higher exploitability of BranchSpectre code
patterns in real-world software. Finally, we discuss several secure branch
prediction mechanisms that can mitigate transient execution attacks exploiting
modern branch predictors.