Search from the table of contents of 2.5 million books
Advanced Search (Beta)
Home > Constructive Side-Channel Analysis and Secure Design: 13th International Workshop, COSADE 2022, Leuven, Belgium, April 11-12, 2022, Proceedings > Focus is Key to Success: A Focal Loss Function for Deep Learning-Based Side-Channel Analysis
Constructive Side-Channel Analysis and Secure Design: 13th International Workshop, COSADE 2022, Leuven, Belgium, April 11-12, 2022, Proceedings |
Josep Balasch; Colin O’Flynn
Springer International Publishing
Constructive Side-Channel Analysis and Secure Design: 13th International Workshop, COSADE 2022, Leuven, Belgium, April 11-12, 2022, Proceedings
Focus is Key to Success: A Focal Loss Function for Deep Learning-Based Side-Channel Analysis
Authors

Maikel Kerkhof; Lichao Wu; Guilherme Perin; Stjepan Picek

ARI Id

1665373833309_6151192

Access

Not Available Free

Pages

29-48

DOI

10.1007/978-3-030-99766-3_2

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-030-99766-3_2

Table of Contents of Book
Showing 1 to 18 of 18 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
i-x
Front Matter
1-1
Machine-Learning Assisted Side-Channel Attacks on RNS ECC Implementations Using Hybrid Feature Engineering
Naila Mukhtar; Louiza Papachristodoulou; Apostolos P. Fournaris; Lejla Batina; Yinan Kong
3-28
Focus is Key to Success: A Focal Loss Function for Deep Learning-Based Side-Channel Analysis
Maikel Kerkhof; Lichao Wu; Guilherme Perin; Stjepan Picek
29-48
On the Evaluation of Deep Learning-Based Side-Channel Analysis
Lichao Wu; Guilherme Perin; Stjepan Picek
49-71
Front Matter
73-73
A Second Look at the ASCAD Databases
Maximilian Egger; Thomas Schamberger; Lars Tebelmann; Florian Lippert; Georg Sigl
75-99
FIPAC: Thwarting Fault- and Software-Induced Control-Flow Attacks with ARM Pointer Authentication
Robert Schilling; Pascal Nasahl; Stefan Mangard
100-124
Body Biasing Injection: To Thin or Not to Thin the Substrate?
G. Chancel; J.-M. Galliere; P. Maurine
125-139
Front Matter
141-141
On the Susceptibility of Texas Instruments SimpleLink Platform Microcontrollers to Non-invasive Physical Attacks
Lennert Wouters; Benedikt Gierlichs; Bart Preneel
143-163
Single-Trace Clustering Power Analysis of the Point-Swapping Procedure in the Three Point Ladder of Cortex-M4 SIKE
Aymeric Genêt; Novak Kaluđerović
164-192
Canonical DPA Attack on HMAC-SHA1/SHA2
Frank Schuhmacher
193-211
Front Matter
213-213
Provable Secure Software Masking in the Real-World
Arthur Beckers; Lennert Wouters; Benedikt Gierlichs; Bart Preneel; Ingrid Verbauwhede
215-235
Systematic Study of Decryption and Re-encryption Leakage: The Case of Kyber
Melissa Azouaoui; Olivier Bronchain; Clément Hoffmann; Yulia Kuzovkova; Tobias Schneider; François-Xavier Standaert
236-256
Handcrafting: Improving Automated Masking in Hardware with Manual Optimizations
Charles Momin; Gaëtan Cassiers; François-Xavier Standaert
257-275
Back Matter
277-277
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 18 of 18 entries
Similar Books
Similar Chapters
Similar Thesis

Similar News

Similar Articles
Similar Article Headings