Leo Weissbart

According to our database, Leo Weissbart authored at least 16 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Train Wisely: Multifidelity Bayesian Optimization Hyperparameter Tuning in Side-Channel Analysis.

Trevor Yap Hong Eng, Shivam Bhasin, Léo Weissbart

IACR Cryptol. ePrint Arch., 2024

CNN architecture extraction on edge GPU.

Péter Horváth, Lukasz Chmielewski, Leo Weissbart, Lejla Batina, Yuval Yarom

CoRR, 2024

2023

Label Correlation in Deep Learning-Based Side-Channel Analysis.

Lichao Wu, Léo Weissbart, Marina Krcek, Huimin Li, Guilherme Perin, Lejla Batina, Stjepan Picek

IEEE Trans. Inf. Forensics Secur., 2023

Lightweight but Not Easy: Side-channel Analysis of the Ascon Authenticated Cipher on a 32-bit Microcontroller.

Léo Weissbart, Stjepan Picek

IACR Cryptol. ePrint Arch., 2023

One for All, All for Ascon: Ensemble-based Deep Learning Side-channel Analysis.

Azade Rezaeezade, Abraham Basurto-Becerra, Léo Weissbart, Guilherme Perin

IACR Cryptol. ePrint Arch., 2023

BarraCUDA: Bringing Electromagnetic Side Channel Into Play to Steal the Weights of Neural Networks from NVIDIA GPUs.

Péter Horváth, Lukasz Chmielewski, Leo Weissbart, Lejla Batina, Yuval Yarom

CoRR, 2023

2022

AGE Is Not Just a Number: Label Distribution in Deep Learning-based Side-channel Analysis.

Lichao Wu, Leo Weissbart, Marina Krcek, Huimin Li, Guilherme Perin, Lejla Batina, Stjepan Picek

IACR Cryptol. ePrint Arch., 2022

2021

On Reverse Engineering Neural Network Implementation on GPU.

Lukasz Chmielewski, Leo Weissbart

IACR Cryptol. ePrint Arch., 2021

Screen Gleaning: A Screen Reading TEMPEST Attack on Mobile Devices Exploiting an Electromagnetic Side Channel.

Zhuoran Liu, Niels Samwel, Leo Weissbart, Zhengyu Zhao, Dirk Lauret, Lejla Batina, Martha A. Larson

Proceedings of the 28th Annual Network and Distributed System Security Symposium, 2021

2020

Systematic Side-Channel Analysis of Curve25519 with Machine Learning.

Leo Weissbart, Lukasz Chmielewski, Stjepan Picek, Lejla Batina

J. Hardw. Syst. Secur., 2020

Everything is Connected: From Model Learnability to Guessing Entropy.

Lichao Wu, Leo Weissbart, Marina Krcek, Huimin Li, Guilherme Perin, Lejla Batina, Stjepan Picek

IACR Cryptol. ePrint Arch., 2020

Performance Analysis of Multilayer Perceptron in Profiling Side-Channel Analysis.

Leo Weissbart

Proceedings of the Applied Cryptography and Network Security Workshops, 2020

2019

On the Performance of Multilayer Perceptron in Profiling Side-channel Analysis.

Leo Weissbart, Stjepan Picek, Lejla Batina

IACR Cryptol. ePrint Arch., 2019

One trace is all it takes: Machine Learning-based Side-channel Attack on EdDSA.

Leo Weissbart, Stjepan Picek, Lejla Batina

IACR Cryptol. ePrint Arch., 2019

A Side-Channel Attack Using Order 8 Rational Points against Curve25519 on an 8-Bit Microcontroller.

Yoshinori Uetake, Keiji Yoshimoto, Yuta Kodera, Leo Weissbart, Takuya Kusaka, Yasuyuki Nogami

Proceedings of the 2019 Seventh International Symposium on Computing and Networking, 2019

2018

Side-Channel Attack using Order 4 Element against Curve25519 on ATmega328P.

Yoshinori Uetake, Akihiro Sanada, Takuya Kusaka, Yasuyuki Nogami, Leo Weissbart, Sylvain Duquesne

Proceedings of the International Symposium on Information Theory and Its Applications, 2018