FedSecurity / constants.py
constants.py
Raw
DEFENSE_NORM_DIFF_CLIPPING = "norm_diff_clipping"
DEFENSE_ROBUST_LEARNING_RATE = "robust_learning_rate"
DEFENSE_KRUM = "krum"
DEFENSE_SLSGD = "slsgd"
DEFENSE_GEO_MEDIAN = "geo_median"
DEFENSE_CCLIP = "cclip"
DEFENSE_WEAK_DP = "weak_dp"
DEFENSE_DP = "dp"
DEFENSE_RFA = "rfa"
DEFENSE_FOOLSGOLD = "foolsgold"
DEFENSE_CRFL = "crfl"
DEFENSE_THREESIGMA_FOOLSGOLD = "3sigma_foolsgold"
DEFENSE_THREESIGMA = "3sigma"
DEFENSE_THREESIGMA_GEOMEDIAN = "3sigma_geo"
DEFENSE_MULTIKRUM = "multikrum"
DEFENSE_TRIMMED_MEAN = "trimmed_mean"
DEFENSE_DIFF_CLIPPING = "diff_clipping"
DEFENSE_WISE_MEDIAN = "wise_median"
ANOMALY_DETECTION = "anomaly_detection"
ATTACK_METHOD_BYZANTINE_ATTACK = "byzantine"
ATTACK_METHOD_DLG = "dlg"
ATTACK_LABEL_FLIPPING = "label_flipping"
BACKDOOR_ATTACK_MODEL_REPLACEMENT = "model_replacement"