Tag: Adversarial Agents

Sep 21
Byzantine Fault Tolerance in Agent Networks: Evaluating Swarm Resilience to Compromised or Hallucinating Peers

In distributed computing theory, the Byzantine Generals Problem models the challenge of achieving consensus across a decentralized network where individual participant nodes may fail arbitrarily. Unlike standard fail-stop or crash-fault environments—where an offline node simply ceases communication—a Byzantine node behaves untruthfully, unpredictably, or maliciously. It may broadcast conflicting assertions to different peers, transmit corrupted telemetry, […]