v0.0.1-alpha.1

v0.0.1-alpha

Distributed Learning

	Example	Paper
FedAVG	example	paper
FedProx	WIP	paper
FedKD	example	paper
FedMD	example	paper
FedGEMS	WIP	paper
DSFL	WIP	paper
SplitNN	example	paper
SecureBoost	example	paper

Attack

	Attack Type	Example	Paper
MI-FACE	Model Inversion	example	paper
DLG	Model Inversion	example	paper
iDLG	Model Inversion	example	paper
GS	Model Inversion	example	paper
CPL	Model Inversion	example	paper
GradInversion	Model Inversion	example	paper
GAN Attack	Model Inversion	example	paper
Shadow Attack	Membership Inference	example	paper
Norm attack	Label Leakage	example	paper
Delta Weights	Free Rider Attack	WIP	paper
Gradient descent attacks	Evasion Attack	example	paper
DBA	Backdoor Attack	WIP	paper
Label Flip Attack	Poisoning Attack	example	paper
History Attack	Poisoning Attack	example	paper
MAPF	Poisoning Attack	example	paper
SVM Poisoning	Poisoning Attack	example	paper

Defense

	Defense Type	Example	Paper
DPSGD	Differential Privacy	example	paper
Paillier	Homomorphic Encryption	example	paper
CKKS	Homomorphic Encryption	test	paper
Soteria	Others	example	paper
FoolsGold	Others	WIP	paper
Sparse Gradient	Others	example	paper
MID	Others	example	paper