Abstract: As a widely-used tool to resist outliers, the correntropy criterion or Welsch function has recently been exploited for robust matrix recovery. However, it down-weighs all observations ...
How oracles fail, from stale feeds and flash loan attacks to Sybil and bribery, and the recovery mechanisms that contain the ...
Abstract: Current state-of-the-art plug-and-play countermeasures for mitigating adversarial examples (i.e., purification and detection) exhibit several fatal limitations, impeding their deployment in ...