Feature dimensionality reduction: a review
W Jia, M Sun, J Lian, S Hou - Complex & Intelligent Systems, 2022 - Springer
As basic research, it has also received increasing attention from people that the “curse of
dimensionality” will lead to increase the cost of data storage and computing; it also …
dimensionality” will lead to increase the cost of data storage and computing; it also …
Leakage assessment methodology: A clear roadmap for side-channel evaluations
T Schneider, A Moradi - … Hardware and Embedded Systems--CHES 2015 …, 2015 - Springer
Evoked by the increasing need to integrate side-channel countermeasures into security-
enabled commercial devices, evaluation labs are seeking a standard approach that enables …
enabled commercial devices, evaluation labs are seeking a standard approach that enables …
Practical CCA2-secure and masked ring-LWE implementation
T Oder, T Schneider, T Pöppelmann… - Cryptology ePrint …, 2016 - eprint.iacr.org
During the last years public-key encryption schemes based on the hardness of ring-LWE
have gained significant popularity. For real-world security applications assuming strong …
have gained significant popularity. For real-world security applications assuming strong …
From improved leakage detection to the detection of points of interests in leakage traces
F Durvaux, FX Standaert - … in Cryptology–EUROCRYPT 2016: 35th Annual …, 2016 - Springer
Leakage detection usually refers to the task of identifying data-dependent information in side-
channel measurements, independent of whether this information can be exploited. Detecting …
channel measurements, independent of whether this information can be exploited. Detecting …
Leakage assessment methodology: Extended version
T Schneider, A Moradi - Journal of Cryptographic Engineering, 2016 - Springer
Evoked by the increasing need to integrate side-channel countermeasures into security-
enabled commercial devices, evaluation labs are seeking a standard approach that enables …
enabled commercial devices, evaluation labs are seeking a standard approach that enables …
Moments-correlating DPA
A Moradi, FX Standaert - Proceedings of the 2016 ACM Workshop on …, 2016 - dl.acm.org
We generalize correlation-enhanced power analysis collision attacks into moments-
correlating DPA. The resulting distinguisher is applicable to the profiled and non-profiled …
correlating DPA. The resulting distinguisher is applicable to the profiled and non-profiled …
Less is more: dimensionality reduction from a theoretical perspective
Reducing the dimensionality of the measurements is an important problem in side-channel
analysis. It allows to capture multi-dimensional leakage as one single compressed sample …
analysis. It allows to capture multi-dimensional leakage as one single compressed sample …
Blind source separation from single measurements using singular spectrum analysis
S Merino Del Pozo, FX Standaert - … , Saint-Malo, France, September 13-16 …, 2015 - Springer
Abstract Singular Spectrum Analysis (SSA) is a powerful data decomposition/recompose
technique that can be used to reduce the noise in time series. Compared to existing …
technique that can be used to reduce the noise in time series. Compared to existing …
Side-Channel Analysis of Multiplications in GF(2128) Application to AES-GCM
In this paper, we study the side-channel security of the field multiplication in GF (2 n). We
particularly focus on GF (2 128) multiplication which is the one used in the authentication …
particularly focus on GF (2 128) multiplication which is the one used in the authentication …
Kernel discriminant analysis for information extraction in the presence of masking
E Cagli, C Dumas, E Prouff - … , CARDIS 2016, Cannes, France, November 7 …, 2017 - Springer
To reduce the memory and timing complexity of the Side-Channel Attacks (SCA),
dimensionality reduction techniques are usually applied to the measurements. They aim to …
dimensionality reduction techniques are usually applied to the measurements. They aim to …