Lichao Wu

According to our database, Lichao Wu authored at least 34 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

SoK: Deep Learning-based Physical Side-channel Analysis.

Stjepan Picek, Guilherme Perin, Luca Mariot, Lichao Wu, Lejla Batina

ACM Comput. Surv., November, 2023

No (good) loss no gain: systematic evaluation of loss functions in deep learning-based side-channel analysis.

Maikel Kerkhof, Lichao Wu, Guilherme Perin, Stjepan Picek

J. Cryptogr. Eng., September, 2023

The Circle of DL-SCA: Improving Deep Learning-based Side-channel Analysis.

Lichao Wu

PhD thesis, 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

An End-to-end Plaintext-based Side-channel Collision Attack without Trace Segmentation.

Lichao Wu, Sébastien Tiran, Guilherme Perin, Stjepan Picek

IACR Cryptol. ePrint Arch., 2023

Not so Difficult in the End: Breaking the ASCADv2 Dataset.

Lichao Wu, Guilherme Perin, Stjepan Picek

IACR Cryptol. ePrint Arch., 2023

Hiding in Plain Sight: Non-profiling Deep Learning-based Side-channel Analysis with Plaintext/Ciphertext.

Lichao Wu, Guilherme Perin, Stjepan Picek

IACR Cryptol. ePrint Arch., 2023

Breaking Free: Leakage Model-free Deep Learning-based Side-channel Analysis.

Lichao Wu, Amir Ali-pour, Azade Rezaeezade, Guilherme Perin, Stjepan Picek

IACR Cryptol. ePrint Arch., 2023

The Need for MORE: Unsupervised Side-channel Analysis with Single Network Training and Multi-output Regression.

Ioana Savu, Marina Krcek, Guilherme Perin, Lichao Wu, Stjepan Picek

IACR Cryptol. ePrint Arch., 2023

AutoPOI: Automated Points Of Interest Selection for Side-channel Analysis.

Mick G. D. Remmerswaal, Lichao Wu, Sébastien Tiran, Nele Mentens

IACR Cryptol. ePrint Arch., 2023

Shift-invariance Robustness of Convolutional Neural Networks in Side-channel Analysis.

Marina Krcek, Lichao Wu, Guilherme Perin, Stjepan Picek

IACR Cryptol. ePrint Arch., 2023

It's a Kind of Magic: A Novel Conditional GAN Framework for Efficient Profiling Side-channel Analysis.

Sengim Karayalcin, Marina Krcek, Lichao Wu, Stjepan Picek, Guilherme Perin

IACR Cryptol. ePrint Arch., 2023

NASCTY: Neuroevolution to Attack Side-channel Leakages Yielding Convolutional Neural Networks.

Fiske Schijlen, Lichao Wu, Luca Mariot

CoRR, 2023

Not so Difficult in the End: Breaking the Lookup Table-Based Affine Masking Scheme.

Lichao Wu, Guilherme Perin, Stjepan Picek

Proceedings of the Selected Areas in Cryptography - SAC 2023, 2023

2022

Deep Learning on Side-Channel Analysis.

Marina Krcek, Huimin Li, Servio Paguada, Unai Rioja, Lichao Wu, Guilherme Perin, Lukasz Chmielewski

Security and Artificial Intelligence, 2022

The Best of Two Worlds: Deep Learning-assisted Template Attack.

Lichao Wu, Guilherme Perin, Stjepan Picek

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2022

Exploring Feature Selection Scenarios for Deep Learning-based Side-channel Analysis.

Guilherme Perin, Lichao Wu, Stjepan Picek

IACR Trans. Cryptogr. Hardw. Embed. Syst., 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

I Know What Your Layers Did: Layer-wise Explainability of Deep Learning Side-channel Analysis.

Guilherme Perin, Lichao Wu, Stjepan Picek

IACR Cryptol. ePrint Arch., 2022

2021

Reinforcement Learning for Hyperparameter Tuning in Deep Learning-based Side-channel Analysis.

Jorai Rijsdijk, Lichao Wu, Guilherme Perin, Stjepan Picek

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2021

Explain Some Noise: Ablation Analysis for Deep Learning-based Physical Side-channel Analysis.

Lichao Wu, Yoo-Seung Won, Dirmanto Jap, Guilherme Perin, Shivam Bhasin, Stjepan Picek

IACR Cryptol. ePrint Arch., 2021

On the Evaluation of Deep Learning-based Side-channel Analysis.

Lichao Wu, Guilherme Perin, Stjepan Picek

IACR Cryptol. ePrint Arch., 2021

On the Importance of Pooling Layer Tuning for Profiling Side-channel Analysis.

Lichao Wu, Guilherme Perin

IACR Cryptol. ePrint Arch., 2021

Reinforcement Learning-based Design of Side-channel Countermeasures.

Jorai Rijsdijk, Lichao Wu, Guilherme Perin, Stjepan Picek

IACR Cryptol. ePrint Arch., 2021

The Need for Speed: A Fast Guessing Entropy Calculation for Deep Learning-based SCA.

Guilherme Perin, Lichao Wu, Stjepan Picek

IACR Cryptol. ePrint Arch., 2021

AISY - Deep Learning-based Framework for Side-channel Analysis.

Guilherme Perin, Lichao Wu, Stjepan Picek

IACR Cryptol. ePrint Arch., 2021

Gambling for Success: The Lottery Ticket Hypothesis in Deep Learning-based SCA.

Guilherme Perin, Lichao Wu, Stjepan Picek

IACR Cryptol. ePrint Arch., 2021

Focus is Key to Success: A Focal Loss Function for Deep Learning-based Side-channel Analysis.

Maikel Kerkhof, Lichao Wu, Guilherme Perin, Stjepan Picek

IACR Cryptol. ePrint Arch., 2021

Reinforcement Learning-Based Design of Side-Channel Countermeasures.

Jorai Rijsdijk, Lichao Wu, Guilherme Perin

Proceedings of the Security, Privacy, and Applied Cryptography Engineering, 2021

2020

Remove Some Noise: On Pre-processing of Side-channel Measurements with Autoencoders.

Lichao Wu, Stjepan Picek

IACR Trans. Cryptogr. Hardw. Embed. Syst., 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

I Choose You: Automated Hyperparameter Tuning for Deep Learning-based Side-channel Analysis.

Lichao Wu, Guilherme Perin, Stjepan Picek

IACR Cryptol. ePrint Arch., 2020

A Fast Characterization Method for Semi-invasive Fault Injection Attacks.

Lichao Wu, Gerard Ribera, Noemie Beringuier-Boher, Stjepan Picek

Proceedings of the Topics in Cryptology - CT-RSA 2020, 2020

2019

A Fast Characterization Method for Optical Fault Injection.

Lichao Wu, Gerard Ribera, Stjepan Picek

IACR Cryptol. ePrint Arch., 2019