Login / Signup

PVF (Parameter Vulnerability Factor): A Quantitative Metric Measuring AI Vulnerability Against Parameter Corruptions.

Xun JiaoFan Fred LinHarish Dattatraya DixitJoel CoburnAbhinav PandeyHan WangVenkat RameshJianyu HuangWang XuDaniel MooreSriram Sankar
Published in: CoRR (2024)
Keyphrases
  • parameter values
  • artificial intelligence
  • expert systems
  • parameter settings
  • data mining
  • parameter tuning
  • distance measure
  • similarity metric
  • real time
  • data sets
  • search algorithm
  • knn
  • metric space
  • input parameters