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Lichao Wu
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 41
Top Topics
Convolutional Neural Networks
Deep Learning
Loss Function
Systematic Evaluation
Top Venues
IACR Cryptol. ePrint Arch.
IACR Trans. Cryptogr. Hardw. Embed. Syst.
COSADE
SPACE
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Publications
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Ioana Savu
,
Marina Krcek
,
Guilherme Perin
,
Lichao Wu
,
Stjepan Picek
The Need for MORE: Unsupervised Side-channel Analysis with Single Network Training and Multi-output Regression.
IACR Cryptol. ePrint Arch.
2023 (2023)
Fiske Schijlen
,
Lichao Wu
,
Luca Mariot
NASCTY: Neuroevolution to Attack Side-channel Leakages Yielding Convolutional Neural Networks.
CoRR
(2023)
Mick G. D. Remmerswaal
,
Lichao Wu
,
Sébastien Tiran
,
Nele Mentens
AutoPOI: Automated Points Of Interest Selection for Side-channel Analysis.
IACR Cryptol. ePrint Arch.
2023 (2023)
Marina Krcek
,
Lichao Wu
,
Guilherme Perin
,
Stjepan Picek
Shift-invariance Robustness of Convolutional Neural Networks in Side-channel Analysis.
IACR Cryptol. ePrint Arch.
2023 (2023)
Lichao Wu
,
Amir Ali-pour
,
Azade Rezaeezade
,
Guilherme Perin
,
Stjepan Picek
Breaking Free: Leakage Model-free Deep Learning-based Side-channel Analysis.
IACR Cryptol. ePrint Arch.
2023 (2023)
Lichao Wu
,
Sébastien Tiran
,
Guilherme Perin
,
Stjepan Picek
An End-to-end Plaintext-based Side-channel Collision Attack without Trace Segmentation.
IACR Cryptol. ePrint Arch.
2023 (2023)
Lichao Wu
,
Guilherme Perin
,
Stjepan Picek
Hiding in Plain Sight: Non-profiling Deep Learning-based Side-channel Analysis with Plaintext/Ciphertext.
IACR Cryptol. ePrint Arch.
2023 (2023)
Stjepan Picek
,
Guilherme Perin
,
Luca Mariot
,
Lichao Wu
,
Lejla Batina
SoK: Deep Learning-based Physical Side-channel Analysis.
ACM Comput. Surv.
55 (11) (2023)
Lichao Wu
,
Guilherme Perin
,
Stjepan Picek
Not so Difficult in the End: Breaking the ASCADv2 Dataset.
IACR Cryptol. ePrint Arch.
2023 (2023)
Guilherme Perin
,
Lichao Wu
,
Stjepan Picek
The Need for Speed: A Fast Guessing Entropy Calculation for Deep Learning-Based SCA.
Algorithms
16 (3) (2023)
Maikel Kerkhof
,
Lichao Wu
,
Guilherme Perin
,
Stjepan Picek
No (good) loss no gain: systematic evaluation of loss functions in deep learning-based side-channel analysis.
J. Cryptogr. Eng.
13 (3) (2023)
Sengim Karayalcin
,
Marina Krcek
,
Lichao Wu
,
Stjepan Picek
,
Guilherme Perin
It's a Kind of Magic: A Novel Conditional GAN Framework for Efficient Profiling Side-channel Analysis.
IACR Cryptol. ePrint Arch.
2023 (2023)
Lichao Wu
,
Léo Weissbart
,
Marina Krcek
,
Huimin Li
,
Guilherme Perin
,
Lejla Batina
,
Stjepan Picek
Label Correlation in Deep Learning-Based Side-Channel Analysis.
IEEE Trans. Inf. Forensics Secur.
18 (2023)
Lichao Wu
,
Guilherme Perin
,
Stjepan Picek
The Best of Two Worlds: Deep Learning-assisted Template Attack.
IACR Trans. Cryptogr. Hardw. Embed. Syst.
2022 (3) (2022)
Lichao Wu
,
Guilherme Perin
,
Stjepan Picek
On the Evaluation of Deep Learning-Based Side-Channel Analysis.
COSADE
(2022)
Guilherme Perin
,
Lichao Wu
,
Stjepan Picek
I Know What Your Layers Did: Layer-wise Explainability of Deep Learning Side-channel Analysis.
IACR Cryptol. ePrint Arch.
2022 (2022)
Maikel Kerkhof
,
Lichao Wu
,
Guilherme Perin
,
Stjepan Picek
Focus is Key to Success: A Focal Loss Function for Deep Learning-Based Side-Channel Analysis.
COSADE
(2022)
Guilherme Perin
,
Lichao Wu
,
Stjepan Picek
Exploring Feature Selection Scenarios for Deep Learning-based Side-channel Analysis.
IACR Trans. Cryptogr. Hardw. Embed. Syst.
2022 (4) (2022)
Lichao Wu
,
Leo Weissbart
,
Marina Krcek
,
Huimin Li
,
Guilherme Perin
,
Lejla Batina
,
Stjepan Picek
AGE Is Not Just a Number: Label Distribution in Deep Learning-based Side-channel Analysis.
IACR Cryptol. ePrint Arch.
2022 (2022)
Guilherme Perin
,
Lichao Wu
,
Stjepan Picek
Exploring Feature Selection Scenarios for Deep Learning-based Side-Channel Analysis.
IACR Cryptol. ePrint Arch.
2021 (2021)
Jorai Rijsdijk
,
Lichao Wu
,
Guilherme Perin
Reinforcement Learning-Based Design of Side-Channel Countermeasures.
SPACE
(2021)
Lichao Wu
,
Guilherme Perin
On the Importance of Pooling Layer Tuning for Profiling Side-Channel Analysis.
ACNS Workshops
(2021)
Jorai Rijsdijk
,
Lichao Wu
,
Guilherme Perin
,
Stjepan Picek
Reinforcement Learning-based Design of Side-channel Countermeasures.
IACR Cryptol. ePrint Arch.
2021 (2021)
Lichao Wu
,
Guilherme Perin
,
Stjepan Picek
The Best of Two Worlds: Deep Learning-assisted Template Attack.
IACR Cryptol. ePrint Arch.
2021 (2021)
Maikel Kerkhof
,
Lichao Wu
,
Guilherme Perin
,
Stjepan Picek
No (Good) Loss no Gain: Systematic Evaluation of Loss functions in Deep Learning-based Side-channel Analysis.
IACR Cryptol. ePrint Arch.
2021 (2021)
Lichao Wu
,
Yoo-Seung Won
,
Dirmanto Jap
,
Guilherme Perin
,
Shivam Bhasin
,
Stjepan Picek
Explain Some Noise: Ablation Analysis for Deep Learning-based Physical Side-channel Analysis.
IACR Cryptol. ePrint Arch.
2021 (2021)
Stjepan Picek
,
Guilherme Perin
,
Luca Mariot
,
Lichao Wu
,
Lejla Batina
SoK: Deep Learning-based Physical Side-channel Analysis.
IACR Cryptol. ePrint Arch.
2021 (2021)
Lichao Wu
,
Guilherme Perin
,
Stjepan Picek
On the Evaluation of Deep Learning-based Side-channel Analysis.
IACR Cryptol. ePrint Arch.
2021 (2021)
Guilherme Perin
,
Lichao Wu
,
Stjepan Picek
AISY - Deep Learning-based Framework for Side-channel Analysis.
IACR Cryptol. ePrint Arch.
2021 (2021)
Guilherme Perin
,
Lichao Wu
,
Stjepan Picek
The Need for Speed: A Fast Guessing Entropy Calculation for Deep Learning-based SCA.
IACR Cryptol. ePrint Arch.
2021 (2021)
Lichao Wu
,
Guilherme Perin
On the Importance of Pooling Layer Tuning for Profiling Side-channel Analysis.
IACR Cryptol. ePrint Arch.
2021 (2021)
Guilherme Perin
,
Lichao Wu
,
Stjepan Picek
Gambling for Success: The Lottery Ticket Hypothesis in Deep Learning-based SCA.
IACR Cryptol. ePrint Arch.
2021 (2021)
Jorai Rijsdijk
,
Lichao Wu
,
Guilherme Perin
,
Stjepan Picek
Reinforcement Learning for Hyperparameter Tuning in Deep Learning-based Side-channel Analysis.
IACR Cryptol. ePrint Arch.
2021 (2021)
Jorai Rijsdijk
,
Lichao Wu
,
Guilherme Perin
,
Stjepan Picek
Reinforcement Learning for Hyperparameter Tuning in Deep Learning-based Side-channel Analysis.
IACR Trans. Cryptogr. Hardw. Embed. Syst.
2021 (3) (2021)
Maikel Kerkhof
,
Lichao Wu
,
Guilherme Perin
,
Stjepan Picek
Focus is Key to Success: A Focal Loss Function for Deep Learning-based Side-channel Analysis.
IACR Cryptol. ePrint Arch.
2021 (2021)
Lichao Wu
,
Stjepan Picek
Remove Some Noise: On Pre-processing of Side-channel Measurements with Autoencoders.
IACR Trans. Cryptogr. Hardw. Embed. Syst.
2020 (4) (2020)
Lichao Wu
,
Guilherme Perin
,
Stjepan Picek
I Choose You: Automated Hyperparameter Tuning for Deep Learning-based Side-channel Analysis.
IACR Cryptol. ePrint Arch.
2020 (2020)
Lichao Wu
,
Leo Weissbart
,
Marina Krcek
,
Huimin Li
,
Guilherme Perin
,
Lejla Batina
,
Stjepan Picek
Everything is Connected: From Model Learnability to Guessing Entropy.
IACR Cryptol. ePrint Arch.
2020 (2020)
Lichao Wu
,
Gerard Ribera
,
Noemie Beringuier-Boher
,
Stjepan Picek
A Fast Characterization Method for Semi-invasive Fault Injection Attacks.
CT-RSA
(2020)
Lichao Wu
,
Gerard Ribera
,
Stjepan Picek
A Fast Characterization Method for Optical Fault Injection.
IACR Cryptol. ePrint Arch.
2019 (2019)
Lichao Wu
,
Stjepan Picek
Remove Some Noise: On Pre-processing of Side-channel Measurements with Autoencoders.
IACR Cryptol. ePrint Arch.
2019 (2019)