Lejla Batina

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 115

Top Venues

IACR Cryptol. ePrint Arch.

CoRR

AFRICACRYPT

IACR Trans. Cryptogr. Hardw. Embed. Syst.

Publications

Konstantina Miteloudi, Asmita Adhikary, Niels van Drueten, Lejla Batina, Ileana Buhan
Plan your defense: A comparative analysis of leakage detection methods on RISC-V cores. IACR Cryptol. ePrint Arch. 2024 (2024)
Mahnaz Namazi Rizi, Nusa Zidaric, Lejla Batina, Nele Mentens
Optimised AES with RISC-V Vector Extensions. DDECS (2024)
Omid Bazangani, Alexandre Iooss, Ileana Buhan, Lejla Batina
ABBY: Automating leakage modelling for side-channel analysis. AsiaCCS (2024)
Péter Horváth, Dirk Lauret, Zhuoran Liu, Lejla Batina
SoK: Neural Network Extraction Through Physical Side Channels. USENIX Security Symposium (2024)
Asmita Adhikary, Abraham Basurto, Lejla Batina, Ileana Buhan, Joan Daemen, Silvia Mella, Nele Mentens, Stjepan Picek, Durga Lakshmi Ramachandran, Abolfazl Sajadi, Todor Stefanov, Dennis Vermoen, Nusa Zidaric
PROACT - Physical Attack Resistance of Cryptographic Algorithms and Circuits with Reduced Time to Market. ARC (2024)
Péter Horváth, Lukasz Chmielewski, Leo Weissbart, Lejla Batina, Yuval Yarom
CNN architecture extraction on edge GPU. CoRR (2024)
Gabriele Serafini, Léo Weissbart, Lejla Batina
Everything All at Once: Deep Learning Side-Channel Analysis Optimization Framework. ACNS Workshops (1) (2024)
Omid Bazangani, Parisa Amiri Eliasi, Stjepan Picek, Lejla Batina
Can Machine Learn Pipeline Leakage? DATE (2024)
Péter Horváth, Lukasz Chmielewski, Leo Weissbart, Lejla Batina, Yuval Yarom
CNN Architecture Extraction on Edge GPU. ACNS Workshops (1) (2024)
Parisa Amiri Eliasi, Silvia Mella, Léo Weissbart, Lejla Batina, Stjepan Picek
Xoodyak Under SCA Siege. DDECS (2024)
Péter Horváth, Lukasz Chmielewski, Leo Weissbart, Lejla Batina, Yuval Yarom
BarraCUDA: Bringing Electromagnetic Side Channel Into Play to Steal the Weights of Neural Networks from NVIDIA GPUs. CoRR (2023)
Lejla Batina, Lukasz Chmielewski, Björn Haase, Niels Samwel, Peter Schwabe
SoK: SCA-secure ECC in software - mission impossible? IACR Trans. Cryptogr. Hardw. Embed. Syst. 2023 (1) (2023)
Lejla Batina, Chip-Hong Chang, Domenic Forte, Ulrich Rührmair
ASHES '23: Workshop on Attacks and Solutions in Hardware Security. CCS (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)
Praveen Kulkarni, Vincent Verneuil, Stjepan Picek, Lejla Batina
Order vs. Chaos: A Language Model Approach for Side-channel Attacks. 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)
Ievgen Kabin, Zoya Dyka, Dan Klann, Nele Mentens, Lejla Batina, Peter Langendoerfer
Breaking a fully Balanced ASIC Coprocessor Implementing Complete Addition Formulas on Weierstrass Elliptic Curves. CoRR (2022)
Naila Mukhtar, Lejla Batina, Stjepan Picek, Yinan Kong
Fake It Till You Make It: Data Augmentation Using Generative Adversarial Networks for All the Crypto You Need on Small Devices. CT-RSA (2022)
Nicoleta-Norica Bacuieti, Lejla Batina, Stjepan Picek
Deep neural networks aiding cryptanalysis: A case study of the Speck distinguisher. IACR Cryptol. ePrint Arch. 2022 (2022)
Servio Paguada, Lejla Batina, Ileana Buhan, Igor Armendariz
Playing with blocks: Toward re-usable deep learning models for side-channel profiled attacks. CoRR (2022)
Unai Rioja, Lejla Batina, Igor Armendariz, Jose Luis Flores
Towards Human Dependency Elimination: AI Approach to SCA Robustness Assessment. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Lejla Batina, Shivam Bhasin, Dirmanto Jap, Stjepan Picek
SCA Strikes Back: Reverse-Engineering Neural Network Architectures Using Side Channels. IEEE Des. Test 39 (4) (2022)
Azade Rezaeezade, Lejla Batina
Regularizers to the Rescue: Fighting Overfitting in Deep Learning-based Side-channel Analysis. IACR Cryptol. ePrint Arch. 2022 (2022)
Naila Mukhtar, Louiza Papachristodoulou, Apostolos P. Fournaris, Lejla Batina, Yinan Kong
Machine-Learning Assisted Side-Channel Attacks on RNS ECC Implementations Using Hybrid Feature Engineering. COSADE (2022)
Ileana Buhan, Lejla Batina, Yuval Yarom, Patrick Schaumont
SoK: Design Tools for Side-Channel-Aware Implementations. AsiaCCS (2022)
Servio Paguada, Lejla Batina, Ileana Buhan, Igor Armendariz
Playing With Blocks: Toward Re-Usable Deep Learning Models for Side-Channel Profiled Attacks. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Nicoleta-Norica Bacuieti, Lejla Batina, Stjepan Picek
Deep Neural Networks Aiding Cryptanalysis: A Case Study of the Speck Distinguisher. ACNS (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, Lukasz Chmielewski, Lejla Batina, Stjepan Picek
Keep it Unsupervised: Horizontal Attacks Meet Deep Learning. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2021 (1) (2021)
Unai Rioja, Servio Paguada, Lejla Batina, Igor Armendariz
The Uncertainty of Side-channel Analysis: A Way to Leverage from Heuristics. ACM J. Emerg. Technol. Comput. Syst. 17 (3) (2021)
Servio Paguada, Lejla Batina, Igor Armendariz
Toward Practical Autoencoder-based Side-Channel Analysis Evaluations. IACR Cryptol. ePrint Arch. 2021 (2021)
Unai Rioja, Lejla Batina, Igor Armendariz, Jose Luis Flores
Towards Human Dependency Elimination: AI Approach to SCA Robustness Assessment. IACR Cryptol. ePrint Arch. 2021 (2021)
Unai Rioja, Lejla Batina, Jose Luis Flores, Igor Armendariz
Auto-tune POIs: Estimation of distribution algorithms for efficient side-channel analysis. Comput. Networks 198 (2021)
Naila Mukhtar, Lejla Batina, Stjepan Picek, Yinan Kong
Fake it till you make it: Data Augmentation using Generative Adversarial Networks for all the crypto you need on small devices. IACR Cryptol. ePrint Arch. 2021 (2021)
Konstantina Miteloudi, Lejla Batina, Joan Daemen, Nele Mentens
ROCKY: Rotation Countermeasure for the Protection of Keys and Other Sensitive Data. SAMOS (2021)
Ileana Buhan, Lejla Batina, Yuval Yarom, Patrick Schaumont
SoK: Design Tools for Side-Channel-Aware Implementations. IACR Cryptol. ePrint Arch. 2021 (2021)
Madura A. Shelton, Lukasz Chmielewski, Niels Samwel, Markus Wagner, Lejla Batina, Yuval Yarom
Rosita++: Automatic Higher-Order Leakage Elimination from Cryptographic Code. CCS (2021)
Servio Paguada, Lejla Batina, Igor Armendariz
Toward practical autoencoder-based side-channel analysis evaluations. Comput. Networks 196 (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)
Lejla Batina, Lukasz Chmielewski, Björn Haase, Niels Samwel, Peter Schwabe
SCA-secure ECC in software - mission impossible? IACR Cryptol. ePrint Arch. 2021 (2021)
Lejla Batina, Rosario Cammarota, Nele Mentens, Ahmad-Reza Sadeghi, Johanna Sepúlveda, Shaza Zeitouni
Invited: Security Beyond Bulk Silicon: Opportunities and Challenges of Emerging Devices. DAC (2021)
Ileana Buhan, Lejla Batina, Yuval Yarom, Patrick Schaumont
SoK: Design Tools for Side-Channel-Aware Implementions. CoRR (2021)
Zhuoran Liu, Niels Samwel, Leo Weissbart, Zhengyu Zhao, Dirk Lauret, Lejla Batina, Martha A. Larson
Screen Gleaning: A Screen Reading TEMPEST Attack on Mobile Devices Exploiting an Electromagnetic Side Channel. NDSS (2021)
Omid Bazangani, Alexandre Iooss, Ileana Buhan, Lejla Batina
ABBY: Automating the creation of fine-grained leakage models. IACR Cryptol. ePrint Arch. 2021 (2021)
Konstantina Miteloudi, Lukasz Chmielewski, Lejla Batina, Nele Mentens
Evaluating the ROCKY Countermeasure for Side-Channel Leakage. VLSI-SoC (2021)
Unai Rioja, Lejla Batina, Igor Armendariz, Jose Luis Flores
Keep It Unbiased: A Comparison Between Estimation of Distribution Algorithms and Deep Learning for Human Interaction-Free Side-Channel Analysis. CoRR (2021)
Madura A. Shelton, Lukasz Chmielewski, Niels Samwel, Markus Wagner, Lejla Batina, Yuval Yarom
Rosita++: Automatic Higher-Order Leakage Elimination from Cryptographic Code. IACR Cryptol. ePrint Arch. 2021 (2021)
Leo Weissbart, Lukasz Chmielewski, Stjepan Picek, Lejla Batina
Systematic Side-channel Analysis of Curve25519 with Machine Learning. IACR Cryptol. ePrint Arch. 2021 (2021)
Unai Rioja, Lejla Batina, Jose Luis Flores, Igor Armendariz
Towards Automatic and Portable Data Loading Template Attacks on Microcontrollers. ISQED (2021)
Servio Paguada, Lejla Batina, Ileana Buhan, Igor Armendariz
Being Patient and Persistent: Optimizing An Early Stopping Strategy for Deep Learning in Profiled Attacks. CoRR (2021)
Madura A. Shelton, Lukasz Chmielewski, Niels Samwel, Markus Wagner, Lejla Batina, Yuval Yarom
Rosita++: Automatic Higher-Order Leakage Elimination from Cryptographic Code. CoRR (2021)
Madura A. Shelton, Niels Samwel, Lejla Batina, Francesco Regazzoni, Markus Wagner, Yuval Yarom
Rosita: Towards Automatic Elimination of Power-Analysis Leakage in Ciphers. NDSS (2021)
Unai Rioja, Lejla Batina, Jose Luis Flores, Igor Armendariz
Auto-tune POIs: Estimation of distribution algorithms for efficient side-channel analysis. IACR Cryptol. ePrint Arch. 2020 (2020)
Thierry Simon, Lejla Batina, Joan Daemen, Vincent Grosso, Pedro Maat Costa Massolino, Kostas Papagiannopoulos, Francesco Regazzoni, Niels Samwel
Friet: An Authenticated Encryption Scheme with Built-in Fault Detection. EUROCRYPT (1) (2020)
Lejla Batina, Nele Mentens
PROOFS 2018 Editorial. J. Cryptogr. Eng. 10 (4) (2020)
Niels Roelofs, Niels Samwel, Lejla Batina, Joan Daemen
Online Template Attack on ECDSA: - Extracting Keys via the Other Side. AFRICACRYPT (2020)
Thierry Simon, Lejla Batina, Joan Daemen, Vincent Grosso, Pedro Maat Costa Massolino, Kostas Papagiannopoulos, Francesco Regazzoni, Niels Samwel
Friet: An Authenticated Encryption Scheme with Built-in Fault Detection. IACR Cryptol. ePrint Arch. 2020 (2020)
Ievgen Kabin, Zoya Dyka, Dan Klann, Nele Mentens, Lejla Batina, Peter Langendörfer
Breaking a fully Balanced ASIC Coprocessor Implementing Complete Addition Formulas on Weierstrass Elliptic Curves. DSD (2020)
Unai Rioja, Lejla Batina, Igor Armendariz
When Similarities Among Devices are Taken for Granted: Another Look at Portability. AFRICACRYPT (2020)
Naila Mukhtar, Louiza Papachristodoulou, Apostolos P. Fournaris, Lejla Batina, Yinan Kong
Machine-Learning assisted Side-Channel Attacks on RNS-based Elliptic Curve Implementations using Hybrid Feature Engineering. IACR Cryptol. ePrint Arch. 2020 (2020)
Unai Rioja, Servio Paguada, Lejla Batina, Igor Armendariz
The uncertainty of Side-Channel Analysis: A way to leverage from heuristics. CoRR (2020)
Guilherme Perin, Lukasz Chmielewski, Lejla Batina, Stjepan Picek
Keep it Unsupervised: Horizontal Attacks Meet Deep Learning. IACR Cryptol. ePrint Arch. 2020 (2020)
Unai Rioja, Servio Paguada, Lejla Batina, Igor Armendariz
The uncertainty of Side-Channel Analysis: A way to leverage from heuristics. 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)
Pedro Maat C. Massolino, Patrick Longa, Joost Renes, Lejla Batina
A Compact and Scalable Hardware/Software Co-design of SIKE. IACR Cryptol. ePrint Arch. 2020 (2020)
Unai Rioja, Lejla Batina, Jose Luis Flores, Igor Armendariz
Auto-tune POIs: Estimation of distribution algorithms for efficient side-channel analysis. CoRR (2020)
Pedro Maat C. Massolino, Patrick Longa, Joost Renes, Lejla Batina
A Compact and Scalable Hardware/Software Co-design of SIKE. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2020 (2) (2020)
Zhuoran Liu, Niels Samwel, Leo Weissbart, Zhengyu Zhao, Dirk Lauret, Lejla Batina, Martha A. Larson
Screen Gleaning: A Screen Reading TEMPEST Attack on Mobile Devices Exploiting an Electromagnetic Side Channel. CoRR (2020)
Leo Weissbart, Lukasz Chmielewski, Stjepan Picek, Lejla Batina
Systematic Side-Channel Analysis of Curve25519 with Machine Learning. J. Hardw. Syst. Secur. 4 (4) (2020)
Leo Weissbart, Stjepan Picek, Lejla Batina
One trace is all it takes: Machine Learning-based Side-channel Attack on EdDSA. IACR Cryptol. ePrint Arch. 2019 (2019)
Madura A. Shelton, Niels Samwel, Lejla Batina, Francesco Regazzoni, Markus Wagner, Yuval Yarom
Rosita: Towards Automatic Elimination of Power-Analysis Leakage in Ciphers. CoRR (2019)
Lejla Batina, Lukasz Chmielewski, Louiza Papachristodoulou, Peter Schwabe, Michael Tunstall
Online template attacks. J. Cryptogr. Eng. 9 (1) (2019)
Lejla Batina, Patrick Jauernig, Nele Mentens, Ahmad-Reza Sadeghi, Emmanuel Stapf
In Hardware We Trust: Gains and Pains of Hardware-assisted Security. DAC (2019)
Stjepan Picek, Annelie Heuser, Alan Jovic, Lejla Batina
A Systematic Evaluation of Profiling Through Focused Feature Selection. IEEE Trans. Very Large Scale Integr. Syst. 27 (12) (2019)
Lejla Batina, Shivam Bhasin, Dirmanto Jap, Stjepan Picek
Poster: Recovering the Input of Neural Networks via Single Shot Side-channel Attacks. CCS (2019)
Lejla Batina, Shivam Bhasin, Dirmanto Jap, Stjepan Picek
CSI NN: Reverse Engineering of Neural Network Architectures Through Electromagnetic Side Channel. USENIX Security Symposium (2019)
Madura A. Shelton, Niels Samwel, Lejla Batina, Francesco Regazzoni, Markus Wagner, Yuval Yarom
Rosita: Towards Automatic Elimination of Power-Analysis Leakage in Ciphers. IACR Cryptol. ePrint Arch. 2019 (2019)
Leo Weissbart, Stjepan Picek, Lejla Batina
On the Performance of Multilayer Perceptron in Profiling Side-channel Analysis. IACR Cryptol. ePrint Arch. 2019 (2019)
Christos Andrikos, Lejla Batina, Lukasz Chmielewski, Liran Lerman, Vasilios Mavroudis, Kostas Papagiannopoulos, Guilherme Perin, Giorgos Rassias, Alberto Sonnino
Location, location, location: Revisiting modeling and exploitation for location-based side channel leakages. IACR Cryptol. ePrint Arch. 2019 (2019)
Niels Pirotte, Jo Vliegen, Lejla Batina, Nele Mentens
Balancing elliptic curve coprocessors from bottom to top. Microprocess. Microsystems 71 (2019)
Lejla Batina, Sherman S. M. Chow, Gerhard P. Hancke, Zhe Liu
Introduction to the Special Issue on Cryptographic Engineering for Internet of Things: Security Foundations, Lightweight Solutions, and Attacks. ACM Trans. Embed. Comput. Syst. 18 (3) (2019)
Christos Andrikos, Lejla Batina, Lukasz Chmielewski, Liran Lerman, Vasilios Mavroudis, Kostas Papagiannopoulos, Guilherme Perin, Giorgos Rassias, Alberto Sonnino
Location, Location, Location: Revisiting Modeling and Exploitation for Location-Based Side Channel Leakages. ASIACRYPT (3) (2019)
Leo Weissbart, Stjepan Picek, Lejla Batina
One Trace Is All It Takes: Machine Learning-Based Side-Channel Attack on EdDSA. SPACE (2019)
Louiza Papachristodoulou, Apostolos P. Fournaris, Kostas Papagiannopoulos, Lejla Batina
Practical Evaluation of Protected Residue Number System Scalar Multiplication. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2019 (1) (2019)
Ricardo Chaves, Lukasz Chmielewski, Francesco Regazzoni, Lejla Batina
SCA-Resistance for AES: How Cheap Can We Go? AFRICACRYPT (2018)
Lejla Batina, Shivam Bhasin, Dirmanto Jap, Stjepan Picek
CSI Neural Network: Using Side-channels to Recover Your Artificial Neural Network Information. IACR Cryptol. ePrint Arch. 2018 (2018)
Antun Maldini, Niels Samwel, Stjepan Picek, Lejla Batina
Genetic Algorithm-Based Electromagnetic Fault Injection. FDTC (2018)
Niels Samwel, Lejla Batina
Practical Fault Injection on Deterministic Signatures: The Case of EdDSA. AFRICACRYPT (2018)
Lejla Batina, Shivam Bhasin, Dirmanto Jap, Stjepan Picek
CSI Neural Network: Using Side-channels to Recover Your Artificial Neural Network Information. CoRR (2018)
Thierry Simon, Lejla Batina, Joan Daemen, Vincent Grosso, Pedro Maat Costa Massolino, Kostas Papagiannopoulos, Francesco Regazzoni, Niels Samwel
Towards Lightweight Cryptographic Primitives with Built-in Fault-Detection. IACR Cryptol. ePrint Arch. 2018 (2018)
Niels Samwel, Lejla Batina, Guido Bertoni, Joan Daemen, Ruggero Susella
Breaking Ed25519 in WolfSSL. CT-RSA (2018)
Niels Pirotte, Jo Vliegen, Lejla Batina, Nele Mentens
Design of a Fully Balanced ASIC Coprocessor Implementing Complete Addition Formulas on Weierstrass Elliptic Curves. DSD (2018)
Stjepan Picek, Annelie Heuser, Alan Jovic, Lejla Batina, Axel Legay
The secrets of profiling for side-channel analysis: feature selection matters. IACR Cryptol. ePrint Arch. 2017 (2017)
Niels Samwel, Lejla Batina, Guido Bertoni, Joan Daemen, Ruggero Susella
Breaking Ed25519 in WolfSSL. IACR Cryptol. ePrint Arch. 2017 (2017)
Christos Andrikos, Giorgos Rassias, Liran Lerman, Kostas Papagiannopoulos, Lejla Batina
Location-based leakages: New directions in modeling and exploiting. SAMOS (2017)
Pedro Maat C. Massolino, Lejla Batina, Ricardo Chaves, Nele Mentens
Area-optimized montgomery multiplication on IGLOO 2 FPGAs. FPL (2017)
Ke Jiang, Petru Eles, Zebo Peng, Sudipta Chattopadhyay, Lejla Batina
SPARTA: A scheduling policy for thwarting differential power analysis attacks. ASP-DAC (2016)
Margaux Dugardin, Louiza Papachristodoulou, Zakaria Najm, Lejla Batina, Jean-Luc Danger, Sylvain Guilley
Dismantling Real-World ECC with Horizontal and Vertical Template Attacks. COSADE (2016)
Stjepan Picek, Dominik Sisejkovic, Domagoj Jakobovic, Lejla Batina, Bohan Yang, Danilo Sijacic, Nele Mentens
Extreme Pipelining Towards the Best Area-Performance Trade-Off in Hardware. AFRICACRYPT (2016)
Rauf Mahmudlu, Valentina Banciu, Lejla Batina, Ileana Buhan
LDA-Based Clustering as a Side-Channel Distinguisher. RFIDSec (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lejla Batina