SCA Datasets

Collection of metadata of different Side Channel Attack datasets. If you find a new dataset, feel free to add it by creating a pull request.

Main datasets

Name	Traces (training / attack)	Features (original / reduced)	Device	Algorithm	Countermeasures	Keys	Aquisition	Papers	URL
ASCAD v1 fixed key	50000 / 10000	100000? / 700	ATMEGA8515	AES-128	1st order XOR Boolean Masking	Fixed	EM	JOC 2020	see versions below
ASCAD v1 variable key	200000 / 100000	100000? / 1400	ATMEGA8515	AES-128	1st order XOR Boolean Masking	Random	EM	JOC 2020	github
ASCAD v2	800000	1000000	STM32 Cortex M4	AES-128	2nd order Boolean Masking and shuffling	Random	Power	preprint 2021/592	See versions below
DPA v1	80000			DES		Fixed			See versions below
DPA v2	1000000/640000		SASEBO GII FPGA	AES-128	None	Random in template, 32 fixed in test	Power		website
DPA v4.1
DPA v4.2
AES HD			SASEBO GII FPGA	AES-128		Fixed			website
AES HD MM			SASEBO GII FPGA
AES RD	50000?	3500	8-bit Atmel AVR	AES-128	Random delay interrupt	1 fixed	Power	CHES 2009	github
AT128-N
AT128-F
CHES CTF 2018 AES	4x10000 / 2x1000	? / 2200	STM32	AES-128	1st order XOR Boolean Masking	Fixed and Random	Power		See versions below
CHES CTF 2018 DSA				DSA		Fixed
CHES CTF 2018 RSA				RSA		Fixed
WolfSSL Ed25519
μNaCl Curve 25519
Curve25519 CSWAP
Curve25519 CSPOINTER
CHES Challenge 2020 fixed key			software	Clyde-128	different ISW masking methods	Fixed	Power	preprint 2022/471
CHES Challenge 2020 variable key			software	Clyde-128	different ISW masking methods	Random	Power	preprint 2022/471

Versions

Main dataset	Version	URL
ASCAD v1 fixed key	Official government release	https://www.data.gouv.fr/s/resources/ascad/20180530-163000/ASCAD_data.zip
ASCAD v1 fixed key	Preprocessed 700 features	https://github.com/ANSSI-FR/ASCAD/tree/master/ATMEGA_AES_v1/ATM_AES_v1_fixed_key
ASCAD v2	Official government release	https://files.data.gouv.fr/anssi/ascadv2/
ASCAD v2	Preprocessed
DPA contest v1	Attacking the SecmatV1 SoC in ASIC, used for the contest
DPA contest v1	Attacking the SecmatV3 SoC in ASIC
DPA contest v1	Attacking the SecmatV3 SoC in FPGA (Altera Stratix)
CHES CTF 2018 AES	Official CTF files with 42000 traces requiring google login	https://chesctf.riscure.com/2018/content?show=training
CHES CTF 2018 AES	Private full dataset with 500000 traces	not available
CHES CTF 2018 AES	Preprocessing scripts for neural networks	https://github.com/agohr/ches2018
CHES CTF 2018 AES	AISYLabs version with a different subset of 45000 traces from the full 500000 trace private dataset, used in preprint 2021/357	http://aisylabdatasets.ewi.tudelft.nl/ches_ctf.h5