PoisonCatcher is an aggregator-side LDP poisoning defense that reports F2 scores above 90.7% in identifying poisoned data, but on a weather benchmark and with flawed theoretical support.
Local differential private data aggregation for discrete distribution estimation
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PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT
PoisonCatcher is an aggregator-side LDP poisoning defense that reports F2 scores above 90.7% in identifying poisoned data, but on a weather benchmark and with flawed theoretical support.