A Fast Characterization Method for Optical Fault Injection. - Lichao Wu; Gerard Ribera; Stjepan Picek (IACR Cryptol. ePrint Arch., 2019)

A Fast Characterization Method for Semi-invasive Fault Injection Attacks. - Lichao Wu; Gerard Ribera; Noemie Beringuier-Boher; Stjepan Picek (CT-RSA, 2020)

Everything is Connected: From Model Learnability to Guessing Entropy. - Lichao Wu; Leo Weissbart; Marina Krcek; Huimin Li 004; Guilherme Perin; Lejla Batina; Stjepan Picek (IACR Cryptol. ePrint Arch., 2020)

Remove Some Noise: On Pre-processing of Side-channel Measurements with Autoencoders. - Lichao Wu; Stjepan Picek (IACR Trans. Cryptogr. Hardw. Embed. Syst., 2020)

Reinforcement Learning-Based Design of Side-Channel Countermeasures. - Jorai Rijsdijk; Lichao Wu; Guilherme Perin (SPACE, 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)

Gambling for Success: The Lottery Ticket Hypothesis in 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)

Reinforcement Learning-based Design of Side-channel Countermeasures. - Jorai Rijsdijk; 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)

On the Evaluation of Deep Learning-based Side-channel Analysis. - Lichao Wu; Guilherme Perin; Stjepan Picek (IACR Cryptol. ePrint Arch., 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)

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)

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)

AGE Is Not Just a Number: Label Distribution in Deep Learning-based Side-channel Analysis. - Lichao Wu; Leo Weissbart; Marina Krcek; Huimin Li 004; Guilherme Perin; Lejla Batina; Stjepan Picek (IACR Cryptol. ePrint Arch., 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)

The Best of Two Worlds: Deep Learning-assisted Template Attack. - Lichao Wu; Guilherme Perin; Stjepan Picek (IACR Trans. Cryptogr. Hardw. Embed. Syst., 2022)

Deep Learning on Side-Channel Analysis. - Marina Krcek; Huimin Li 004; Servio Paguada; Unai Rioja; Lichao Wu; Guilherme Perin; Lukasz Chmielewski (Security and Artificial Intelligence, 2022)

Not so Difficult in the End: Breaking the Lookup Table-Based Affine Masking Scheme. - Lichao Wu; Guilherme Perin; Stjepan Picek (SAC, 2023)

NASCTY: Neuroevolution to Attack Side-channel Leakages Yielding Convolutional Neural Networks. - Fiske Schijlen; Lichao Wu; Luca Mariot (CoRR, 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)

Shift-invariance Robustness of Convolutional Neural Networks in Side-channel Analysis. - Marina Krcek; Lichao Wu; 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)

Breaking Free: Leakage Model-free Deep Learning-based Side-channel Analysis. - Lichao Wu; Amir Alipour; Azade Rezaeezade; 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)

Not so Difficult in the End: Breaking the ASCADv2 Dataset. - Lichao Wu; Guilherme Perin; Stjepan Picek (IACR Cryptol. ePrint Arch., 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)

Label Correlation in Deep Learning-Based Side-Channel Analysis. - Lichao Wu; Léo Weissbart; Marina Krcek; Huimin Li 004; Guilherme Perin; Lejla Batina; Stjepan Picek (IEEE Trans. Inf. Forensics Secur., 2023)

The Circle of DL-SCA: Improving Deep Learning-based Side-channel Analysis. - Lichao Wu (2023)

The Need for Speed: A Fast Guessing Entropy Calculation for Deep Learning-Based SCA. - Guilherme Perin; Lichao Wu; Stjepan Picek (Algorithms, 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., 2023)

SoK: Deep Learning-based Physical Side-channel Analysis. - Stjepan Picek; Guilherme Perin; Luca Mariot; Lichao Wu; Lejla Batina (ACM Comput. Surv., 2023)

Leakage Model-flexible Deep Learning-based Side-channel Analysis. - Lichao Wu; Azade Rezaeezade; Amir Alipour; Guilherme Perin; Stjepan Picek (IACR Commun. Cryptol., 2024)

Plaintext-based Side-channel Collision Attack. - Lichao Wu; Sébastien Tiran; Guilherme Perin; Stjepan Picek (IACR Commun. Cryptol., 2024)

Ablation Analysis for Multi-Device Deep Learning-Based Physical Side-Channel Analysis. - Lichao Wu; Yoo-Seung Won; Dirmanto Jap; Guilherme Perin; Shivam Bhasin; Stjepan Picek (IEEE Trans. Dependable Secur. Comput., 2024)

I Choose You: Automated Hyperparameter Tuning for Deep Learning-Based Side-Channel Analysis. - Lichao Wu; Guilherme Perin; Stjepan Picek (IEEE Trans. Emerg. Top. Comput., 2024)

AutoPOI: automated points of interest selection for side-channel analysis. - Mick G. D. Remmerswaal; Lichao Wu; Sébastien Tiran; Nele Mentens (J. Cryptogr. Eng., 2024)

HFL: Hardware Fuzzing Loop with Reinforcement Learning. - Lichao Wu; Mohamadreza Rostami; Huimin Li 004; Ahmad-Reza Sadeghi (DATE, 2025)