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Collection of metadata of different Side Channel Attack datasets

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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

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