Self-stabilizing Byzantine- and Intrusion-tolerant Consensus
One of the most celebrated problems of fault-tolerant distributed computing is the consensus problem. It was shown to abstract a myriad of problems in which processes have to agree on a single value. Consensus applications include fundamental services for the environments of the Cloud or Blockchain....
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Zusammenfassung: | One of the most celebrated problems of fault-tolerant distributed computing
is the consensus problem. It was shown to abstract a myriad of problems in
which processes have to agree on a single value. Consensus applications include
fundamental services for the environments of the Cloud or Blockchain. In such
challenging environments, malicious behavior is often modeled as adversarial
Byzantine faults. At OPODIS 2010, Moste}faoui and Raynal, in short, MR,
presented a Byzantine- and intrusion-tolerant solution to consensus in which
the decided value cannot be a value proposed only by Byzantine processes. In
addition to this validity property, MR has optimal resilience since it can deal
with up to t < n/3 Byzantine processes, where n is the number of processes. We
note that MR provides this multivalued consensus object (which accepts
proposals taken from a set with a finite number of values) assuming the
availability of a single Binary consensus object (which accepts proposals taken
from the set {0,1}).
This work, which focuses on multivalued consensus, aims at the design of an
even more robust solution than MR. Our proposal expands MR's fault-model with
self-stabilization, a vigorous notion of fault-tolerance. In addition to
tolerating Byzantine and communication failures, self-stabilizing systems can
automatically recover after the occurrence of arbitrary transient-faults. These
faults represent any violation of the assumptions according to which the system
was designed to operate (provided that the algorithm code remains intact).
To the best of our knowledge, we propose the first self-stabilizing solution
for intrusion-tolerant multivalued consensus for asynchronous message-passing
systems prone to Byzantine failures. |
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DOI: | 10.48550/arxiv.2110.08592 |