Leakage to success

docs/conf.py

@@ -58,6 +58,7 @@
     "scalib.version",
     "scalib.build_config",
     "numpy",
+    "scipy",
     "cpuinfo",
 ]
 

docs/refs.bib

@@ -89,3 +89,39 @@ @inproceedings{rankest_histograms
   publisher    = {Springer},
   year         = {2016}
 }
+
+@inproceedings{mgl,
+  author       = {Julien B{\'{e}}guinot and
+                  Wei Cheng and
+                  Sylvain Guilley and
+                  Yi Liu and
+                  Lo{\"{\i}}c Masure and
+                  Olivier Rioul and
+                  Fran{\c{c}}ois{-}Xavier Standaert},
+  editor       = {Elif Bilge Kavun and
+                  Michael Pehl},
+  title        = {Removing the Field Size Loss from Duc et al.'s Conjectured Bound for
+                  Masked Encodings},
+  booktitle    = {Constructive Side-Channel Analysis and Secure Design - 14th International
+                  Workshop, {COSADE} 2023, Munich, Germany, April 3-4, 2023, Proceedings},
+  series       = {Lecture Notes in Computer Science},
+  volume       = {13979},
+  pages        = {86--104},
+  publisher    = {Springer},
+  year         = {2023}
+}
+
+@inproceedings{figMerit,
+  author       = {Julien B{\'{e}}guinot and
+                  Olivier Rioul and
+                  Lo{\"{\i}}c Masure and
+                  Fran{\c{c}}ois{-}Xavier Standaert and 
+                  Wei Cheng and
+                  Sylvain Guilley},
+  title        = {Scalable Information Theoretic Evaluation of the Rank Statistics in Side-Channel Attacks},
+  booktitle    = {{CHES}},
+  series       = {Lecture Notes in Computer Science},
+  publisher    = {Springer},
+  year = {2026}
+}
+

docs/source/papers.rst

@@ -69,14 +69,12 @@ Help us keeping it up-to-date: add your publications by
 12. "Low-Latency Masking with Arbitrary Protection Order Based on Click
     Elements", M. Simões, L. Bossuet, N. Bruneau, V. Grosso, P. Haddad, T.
     Sarno, HOST 2023.
-13. "Removing the Field Size Loss from Duc et al.’s Conjectured Bound for
-    Masked Encodings.", Béguinot, J. et al., COSADE 2023.
-14. "Self-timed Masking: Implementing Masked S-Boxes Without Registers."
+13. "Self-timed Masking: Implementing Masked S-Boxes Without Registers."
     Simões, M., Bossuet, L., Bruneau, N., Grosso, V., Haddad, P., Sarno, T.,
     CARDIS 2022
-15. "Prime-Field Masking in Hardware and its Soundness against Low-Noise SCA
+14. "Prime-Field Masking in Hardware and its Soundness against Low-Noise SCA
     Attacks", Cassiers, G., Masure, L., Momin, C., Moos, T., Standaert, F.-X.,
     TCHES 2023.
-16. "Effective and Efficient Masking with Low Noise Using Small-Mersenne-Prime
+15. "Effective and Efficient Masking with Low Noise Using Small-Mersenne-Prime
     Ciphers.", Masure, L., Méaux, P., Moos, T., Standaert, F. X., EUROCRYPT
     2023.

src/scalib/postprocessing/__init__.py

@@ -10,8 +10,21 @@
    :nosignatures:
 
    scalib.postprocessing.rankestimation
+   scalib.postprocessing.leakage_to_success
 """
 
-__all__ = ["rankestimation"]
+__all__ = [
+    "rankestimation",
+    "success_rate",
+    "guessing_entropy",
+    "log_guessing_entropy",
+    "median",
+]
 
 from .rankestimation import rank_nbin, rank_accuracy
+from .leakage_to_success import (
+    success_rate,
+    guessing_entropy,
+    log_guessing_entropy,
+    median,
+)