Stjepan Picek

CoRR, 2024

Time-Distributed Backdoor Attacks on Federated Spiking Learning.

[BibT_eX]

[DOI]

Durga Lakshmi Ramachandran

CoRR, 2024

Assessing the Ability of Genetic Programming for Feature Selection in Constructing Dispatching Rules for Unrelated Machine Environments.

[BibT_eX]

[DOI]

Algorithms, 2024

A New Angle: On Evolving Rotation Symmetric Boolean Functions.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024

Look into the Mirror: Evolving Self-dual Bent Boolean Functions.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 27th European Conference, 2024

Towards Private Deep Learning-Based Side-Channel Analysis Using Homomorphic Encryption - Opportunities and Limitations.

[BibT_eX]

[DOI]

Proceedings of the Constructive Side-Channel Analysis and Secure Design, 2024

PROACT - Physical Attack Resistance of Cryptographic Algorithms and Circuits with Reduced Time to Market.

[BibT_eX]

[DOI]

Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2024

2023

A survey of metaheuristic algorithms for the design of cryptographic Boolean functions.

[BibT_eX]

[DOI]

Cryptogr. Commun., December, 2023

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

[BibT_eX]

[DOI]

ACM Comput. Surv., November, 2023

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

[BibT_eX]

[DOI]

J. Cryptogr. Eng., September, 2023

Backdoor Pony: Evaluating backdoor attacks and defenses in different domains.

[BibT_eX]

[DOI]

SoftwareX, May, 2023

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

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

(Adversarial) Electromagnetic Disturbance in the Industry.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2023

OccPoIs: Points of Interest based on Neural Network's Key Recovery in Side-Channel Analysis through Occlusion.

[BibT_eX]

[DOI]

Trevor Yap

IACR Cryptol. ePrint Arch., 2023

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2023

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2023

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2023

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2023

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

[BibT_eX]

[DOI]

Léo Weissbart

IACR Cryptol. ePrint Arch., 2023

Towards Private Deep Learning-based Side-Channel Analysis using Homomorphic Encryption.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2023

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2023

Order vs. Chaos: A Language Model Approach for Side-channel Attacks.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2023

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2023

Short paper: Diversity Methods for Laser Fault Injection to Improve Location Coverage.

[BibT_eX]

[DOI]

Marina Krcek

Thomas Ordas

IACR Cryptol. ePrint Arch., 2023

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2023

Bent functions in the partial spread class generated by linear recurring sequences.

[BibT_eX]

[DOI]

Maximilien Gadouleau

Luca Mariot

Des. Codes Cryptogr., 2023

MIMIR: Masked Image Modeling for Mutual Information-based Adversarial Robustness.

[BibT_eX]

[DOI]

CoRR, 2023

Dr. Jekyll and Mr. Hyde: Two Faces of LLMs.

[BibT_eX]

[DOI]

Matteo Gioele Collu

Tom Janssen-Groesbeek

Stefanos Koffas

Mauro Conti

CoRR, 2023

Tabdoor: Backdoor Vulnerabilities in Transformer-based Neural Networks for Tabular Data.

[BibT_eX]

[DOI]

CoRR, 2023

Momentum Gradient-based Untargeted Attack on Hypergraph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Invisible Threats: Backdoor Attack in OCR Systems.

[BibT_eX]

[DOI]

CoRR, 2023

BlindSage: Label Inference Attacks against Node-level Vertical Federated Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Sneaky Spikes: Uncovering Stealthy Backdoor Attacks in Spiking Neural Networks with Neuromorphic Data.

[BibT_eX]

[DOI]

CoRR, 2023

A Systematic Evaluation of Backdoor Trigger Characteristics in Image Classification.

[BibT_eX]

[DOI]

CoRR, 2023

Universal Soldier: Using Universal Adversarial Perturbations for Detecting Backdoor Attacks.

[BibT_eX]

[DOI]

Xiaoyun Xu

Oguzhan Ersoy

CoRR, 2023

On the exponents of APN power functions and Sidon sets, sum-free sets, and Dickson polynomials.

[BibT_eX]

[DOI]

Adv. Math. Commun., 2023

On McEliece-Type Cryptosystems Using Self-Dual Codes With Large Minimum Weight.

[BibT_eX]

[DOI]

Luca Mariot

Radinka Yorgova

IEEE Access, 2023

NeuroSCA: Evolving Activation Functions for Side-Channel Analysis.

[BibT_eX]

[DOI]

IEEE Access, 2023

On Feasibility of Server-side Backdoor Attacks on Split Learning.

[BibT_eX]

[DOI]

Behrad Tajalli

Oguzhan Ersoy

Proceedings of the 2023 IEEE Security and Privacy Workshops (SPW), 2023

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

[BibT_eX]

[DOI]

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

DARWIN: Survival of the Fittest Fuzzing Mutators.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual Network and Distributed System Security Symposium, 2023

The Power of Bamboo: On the Post-Compromise Security for Searchable Symmetric Encryption.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual Network and Distributed System Security Symposium, 2023

Rethinking the Trigger-injecting Position in Graph Backdoor Attack.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Going in Style: Audio Backdoors Through Stylistic Transformations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Digging Deeper: Operator Analysis for Optimizing Nonlinearity of Boolean Functions.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Modeling Strong Physically Unclonable Functions with Metaheuristics.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

FLAIRS: FPGA-Accelerated Inference-Resistant & Secure Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

Evolving Non-cryptographic Hash Functions Using Genetic Programming for High-speed Lookups in Network Security Applications.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023

On the Evolution of Boomerang Uniformity in Cryptographic S-boxes.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023

Evolutionary Strategies for the Design of Binary Linear Codes.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2023

Watermarking Graph Neural Networks based on Backdoor Attacks.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE European Symposium on Security and Privacy, 2023

IB-RAR: Information Bottleneck as Regularizer for Adversarial Robustness.

[BibT_eX]

[DOI]

Xiaoyun Xu

Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023

Poster: Multi-target & Multi-trigger Backdoor Attacks on Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

Poster: Boosting Adversarial Robustness by Adversarial Pre-training.

[BibT_eX]

[DOI]

Xiaoyun Xu

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

Poster: Backdoor Attack on Extreme Learning Machines.

[BibT_eX]

[DOI]

Behrad Tajalli

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

Turning Privacy-preserving Mechanisms against Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

Beyond the Last Layer: Deep Feature Loss Functions in Side-channel Analysis.

[BibT_eX]

[DOI]

Trevor Yap

Proceedings of the 2023 Workshop on Attacks and Solutions in Hardware Security, 2023

2022

Intelligent Security: Is "AI for Cybersecurity" a Blessing or a Curse (Dagstuhl Seminar 22412).

[BibT_eX]

[DOI]

Ahmad-Reza Sadeghi

Dagstuhl Reports, October, 2022

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Guest Editorial: Trustworthy AI.

[BibT_eX]

[DOI]

ACM J. Emerg. Technol. Comput. Syst., 2022

On the feasibility of crawling-based attacks against recommender systems.

[BibT_eX]

[DOI]

J. Comput. Secur., 2022

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2022

To Overfit, Or Not to Overfit: Improving the Performance of Deep Learning-based SCA.

[BibT_eX]

[DOI]

Azade Rezaeezade

IACR Cryptol. ePrint Arch., 2022

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2022

Maximizing the Potential of Custom RISC-V Vector Extensions for Speeding up SHA-3 Hash Functions.

[BibT_eX]

[DOI]

Huimin Li

IACR Cryptol. ePrint Arch., 2022

The More You Know: Improving Laser Fault Injection with Prior Knowledge.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2022

Resolving the Doubts: On the Construction and Use of ResNets for Side-channel Analysis.

[BibT_eX]

[DOI]

Sengim Karayalcin

IACR Cryptol. ePrint Arch., 2022

Deep neural networks aiding cryptanalysis: A case study of the Speck distinguisher.

[BibT_eX]

[DOI]

Nicoleta-Norica Bacuieti

IACR Cryptol. ePrint Arch., 2022

SCA Strikes Back: Reverse-Engineering Neural Network Architectures Using Side Channels.

[BibT_eX]

[DOI]

IEEE Des. Test, 2022

On the Vulnerability of Data Points under Multiple Membership Inference Attacks and Target Models.

[BibT_eX]

[DOI]

Mauro Conti

Jiaxin Li

CoRR, 2022

BRIEF but Powerful: Byzantine-Robust and Privacy-Preserving Federated Learning via Model Segmentation and Secure clustering.

[BibT_eX]

[DOI]

CoRR, 2022

Client-Wise Targeted Backdoor in Federated Learning.

[BibT_eX]

[DOI]

Servio Paguada

Víctor Julio Ramírez-Durán

CoRR, 2022

Modeling Strong Physically Unclonable Functions with Metaheuristics.

[BibT_eX]

[DOI]

CoRR, 2022

More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Can You Hear It?: Backdoor Attacks via Ultrasonic Triggers.

[BibT_eX]

[DOI]

Proceedings of the WiseML@WiSec 2022: Proceedings of the 2022 ACM Workshop on Wireless Security and Machine Learning, 2022

Hand Me Your PIN! Inferring ATM PINs of Users Typing with a Covered Hand.

[BibT_eX]

[DOI]

Proceedings of the 31st USENIX Security Symposium, 2022

Evolutionary computation and machine learning in security.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

On generalizing the power function exponent constructions with genetic programming.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Evolving constructions for balanced, highly nonlinear boolean functions.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

On the Difficulty of Evolving Permutation Codes.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022

Evolutionary Construction of Perfectly Balanced Boolean Functions.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

Poster: Clean-label Backdoor Attack on Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

Label-Only Membership Inference Attack against Node-Level Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM Workshop on Artificial Intelligence and Security, 2022

Poster: Backdoor Attacks on Spiking NNs and Neuromorphic Datasets.

[BibT_eX]

[DOI]

Oguzhan Ersoy

Víctor Julio Ramírez-Durán

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

Dynamic Backdoors with Global Average Pooling.

[BibT_eX]

[DOI]

Stefanos Koffas

Mauro Conti

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Annual Computer Security Applications Conference, 2022

2021

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

[BibT_eX]

[DOI]

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

Keep it Unsupervised: Horizontal Attacks Meet Deep Learning.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2021

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2021

Deep Learning-based Side-channel Analysis against AES Inner Rounds.

[BibT_eX]

[DOI]

Sudharshan Swaminathan

Lukasz Chmielewski

IACR Cryptol. ePrint Arch., 2021

Reinforcement Learning-based Design of Side-channel Countermeasures.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2021

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2021

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2021

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2021

Fake it till you make it: Data Augmentation using Generative Adversarial Networks for all the crypto you need on small devices.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2021

A Scalable SIMD RISC-V based Processor with Customized Vector Extensions for CRYSTALS-Kyber.

[BibT_eX]

[DOI]

Huimin Li

IACR Cryptol. ePrint Arch., 2021

NeuroSCA: Evolving Activation Functions for Side-channel Analysis.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2021

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2021

A Tale of Two Boards: On the Influence of Microarchitecture on Side-Channel Leakage.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2021

Evolutionary algorithms for designing reversible cellular automata.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2021

SoK: On the Security & Privacy in Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Watermarking Graph Neural Networks based on Backdoor Attacks.

[BibT_eX]

[DOI]

CoRR, 2021

Toward more efficient heuristic construction of Boolean functions.

[BibT_eX]

[DOI]

Marcella S. R. Martins

Markus Wagner

Appl. Soft Comput., 2021

A Multi-Sensor Information Fusion Method Based on Factor Graph for Integrated Navigation System.

[BibT_eX]

[DOI]

IEEE Access, 2021

Explainability-based Backdoor Attacks Against Graph Neural Networks.

[BibT_eX]

[DOI]

Minhui Xue

Proceedings of the WiseML@WiSec 2021: Proceedings of the 3rd ACM Workshop on Wireless Security and Machine Learning, 2021

ReproducedPapers.org: Openly Teaching and Structuring Machine Learning Reproducibility.

[BibT_eX]

[DOI]

Proceedings of the Reproducible Research in Pattern Recognition, 2021

On the genotype compression and expansion for evolutionary algorithms in the continuous domain.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

CoInGP: convolutional inpainting with genetic programming.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Evolutionary algorithms-assisted construction of cryptographic boolean functions.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

On the Importance of Initial Solutions Selection in Fault Injection.

[BibT_eX]

[DOI]

Marina Krcek

Daniele Fronte

Proceedings of the 18th Workshop on Fault Detection and Tolerance in Cryptography, 2021

Learning When to Stop: A Mutual Information Approach to Prevent Overfitting in Profiled Side-Channel Analysis.

[BibT_eX]

[DOI]

Ileana Buhan

Proceedings of the Constructive Side-Channel Analysis and Secure Design, 2021

Profiled Side-Channel Analysis in the Efficient Attacker Framework.

[BibT_eX]

[DOI]

Proceedings of the Smart Card Research and Advanced Applications, 2021

It Started with Templates: The Future of Profiling in Side-Channel Analysis.

[BibT_eX]

[DOI]

Proceedings of the Security of Ubiquitous Computing Systems, 2021

2020

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

[BibT_eX]

[DOI]

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2020

Strength in Numbers: Improving Generalization with Ensembles in Machine Learning-based Profiled Side-channel Analysis.

[BibT_eX]

[DOI]

Lukasz Chmielewski

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2020

Lightweight Ciphers and Their Side-Channel Resilience.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2020

Systematic Side-Channel Analysis of Curve25519 with Machine Learning.

[BibT_eX]

[DOI]

J. Hardw. Syst. Secur., 2020

Everything is Connected: From Model Learnability to Guessing Entropy.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2020

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2020

On the Influence of Optimizers in Deep Learning-based Side-channel Analysis.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2020

Learning when to stop: a mutual information approach to fight overfitting in profiled side-channel analysis.

[BibT_eX]

[DOI]

Ileana Buhan

IACR Cryptol. ePrint Arch., 2020

Bent Functions from Cellular Automata.

[BibT_eX]

[DOI]

Maximilien Gadouleau

Luca Mariot

IACR Cryptol. ePrint Arch., 2020

The Fifth International Students' Olympiad in cryptography - NSUCRYPTO: Problems and their solutions.

[BibT_eX]

[DOI]

Anastasiya Gorodilova

Cryptologia, 2020

CoInGP: Convolutional Inpainting with Genetic Programming.

[BibT_eX]

[DOI]

CoRR, 2020

On the feasibility of using evolvable hardware for hardware Trojan detection and prevention.

[BibT_eX]

[DOI]

Mansoureh Labafniya

Shahram Etemadi Borujeni

Appl. Soft Comput., 2020

Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations.

[BibT_eX]

[DOI]

Marko Durasevic

Marcella Scoczynski Ribeiro Martins

Markus Wagner

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

A Search for Additional Structure: The Case of Cryptographic S-boxes.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Evolutionary computation and machine learning in cryptology.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Towards an evolutionary-based approach for natural language processing.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

One property to rule them all?: on the limits of trade-offs for S-boxes.

[BibT_eX]

[DOI]

Marko Djurasevic

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

What Is Your MOVE: Modeling Adversarial Network Environments.

[BibT_eX]

[DOI]

Karlo Knezevic

Julio C. Hernandez-Castro

Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

An Evolutionary View on Reversible Shift-Invariant Transformations.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 23rd European Conference, 2020

Big Enough to Care Not Enough to Scare! Crawling to Attack Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Computer Security - ESORICS 2020, 2020

Learning From A Big Brother - Mimicking Neural Networks in Profiled Side-channel Analysis.

[BibT_eX]

[DOI]

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

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

[BibT_eX]

[DOI]

Gerard Ribera

Noemie Beringuier-Boher

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

2019

A Systematic Evaluation of Profiling Through Focused Feature Selection.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2019

The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations.

[BibT_eX]

[DOI]

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2019

Make Some Noise. Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis.

[BibT_eX]

[DOI]

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2019

A Fast Characterization Method for Optical Fault Injection.

[BibT_eX]

[DOI]

Gerard Ribera

IACR Cryptol. ePrint Arch., 2019

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

[BibT_eX]

[DOI]

Leo Weissbart

IACR Cryptol. ePrint Arch., 2019

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

[BibT_eX]

[DOI]

Leo Weissbart

IACR Cryptol. ePrint Arch., 2019

Kilroy was here: The First Step Towards Explainability of Neural Networks in Profiled Side-channel Analysis.

[BibT_eX]

[DOI]

Daan van der Valk

IACR Cryptol. ePrint Arch., 2019

Bias-variance Decomposition in Machine Learning-based Side-channel Analysis.

[BibT_eX]

[DOI]

Daan van der Valk

IACR Cryptol. ePrint Arch., 2019

Profiling Side-channel Analysis in the Restricted Attacker Framework.

[BibT_eX]

[DOI]

Sylvain Guilley

IACR Cryptol. ePrint Arch., 2019

Mind the Portability: A Warriors Guide through Realistic Profiled Side-channel Analysis.

[BibT_eX]

[DOI]

Ritu Ranjan Shrivastwa

IACR Cryptol. ePrint Arch., 2019

Problems and solutions from the fourth International Students' Olympiad in Cryptography (NSUCRYPTO).

[BibT_eX]

[DOI]

Anastasiya Gorodilova

Cryptologia, 2019

Cellular automata based S-boxes.

[BibT_eX]

[DOI]

Cryptogr. Commun., 2019

CSI NN: Reverse Engineering of Neural Network Architectures Through Electromagnetic Side Channel.

[BibT_eX]

[DOI]

Proceedings of the 28th USENIX Security Symposium, 2019

Challenges in Deep Learning-Based Profiled Side-Channel Analysis.

[BibT_eX]

[DOI]

Proceedings of the Security, Privacy, and Applied Cryptography Engineering, 2019

C<sup>3</sup>PO: cipher construction with cartesian genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

On the design of S-box constructions with genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

A characterisation of S-box fitness landscapes in cryptography.

[BibT_eX]

[DOI]

Marcella S. R. Martins

Markus Wagner

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Evolutionary Algorithms for the Design of Quantum Protocols.

[BibT_eX]

[DOI]

Walter O. Krawec

Proceedings of the Applications of Evolutionary Computation, 2019

Hyper-bent Boolean Functions and Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 22nd European Conference, 2019

Poster: When Adversary Becomes the Guardian - Towards Side-channel Security With Adversarial Attacks.

[BibT_eX]

[DOI]

Dirmanto Jap

Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019

Poster: Recovering the Input of Neural Networks via Single Shot Side-channel Attacks.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019

2018

Lightweight and Side-channel Secure 4 × 4 S-Boxes from Cellular Automata Rules.

[BibT_eX]

[DOI]

IACR Trans. Symmetric Cryptol., 2018

On the Performance of Deep Learning for Side-channel Analysis.

[BibT_eX]

[DOI]

Ioannis Petros Samiotis

IACR Cryptol. ePrint Arch., 2018

When Theory Meets Practice: A Framework for Robust Profiled Side-channel Analysis.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2018

Higher Order Side-Channel Attacks Resilient S-boxes.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2018

Lightweight and Side-channel Secure 4x4 S-Boxes from Cellular Automata Rules.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2018

CSI Neural Network: Using Side-channels to Recover Your Artificial Neural Network Information.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2018

Finding short and implementation-friendly addition chains with evolutionary algorithms.

[BibT_eX]

[DOI]

J. Heuristics, 2018

Problems and solutions of the Fourth International Students' Olympiad in Cryptography NSUCRYPTO.

[BibT_eX]

[DOI]

Anastasiya Gorodilova

CoRR, 2018

The Design of (Almost) Disjunct Matrices by Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Theory and Practice of Natural Computing - 7th International Conference, 2018

On the Performance of Convolutional Neural Networks for Side-Channel Analysis.

[BibT_eX]

[DOI]

Ioannis Petros Samiotis

Proceedings of the Security, Privacy, and Applied Cryptography Engineering, 2018

Tutorials at PPSN 2018.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Evolutionary Search of Binary Orthogonal Arrays.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Genetic Algorithm-Based Electromagnetic Fault Injection.

[BibT_eX]

[DOI]

Proceedings of the 2018 Workshop on Fault Diagnosis and Tolerance in Cryptography, 2018

Higher order side-channel attack resilient S-boxes.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

Evolving Bent Quaternary Functions.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

A Search for Differentially-6 Uniform (n, n-2) Functions.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Improving Side-Channel Analysis Through Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Smart Card Research and Advanced Applications, 2018

On Comparing Side-channel Properties of AES and ChaCha20 on Microcontrollers.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Asia Pacific Conference on Circuits and Systems, 2018

2017

Template attack versus Bayes classifier.

[BibT_eX]

[DOI]

Sylvain Guilley

J. Cryptogr. Eng., 2017

Profiled SCA with a New Twist: Semi-supervised Learning.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2017

The secrets of profiling for side-channel analysis: feature selection matters.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2017

Template Attack vs Bayes Classifier.

[BibT_eX]

[DOI]

Sylvain Guilley

IACR Cryptol. ePrint Arch., 2017

Side-channel Analysis of Lightweight Ciphers: Does Lightweight Equal Easy?

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2017

Immunological algorithms paradigm for construction of Boolean functions with good cryptographic properties.

[BibT_eX]

[DOI]

Dominik Sisejkovic

Eng. Appl. Artif. Intell., 2017

Automatic Feature Construction for Network Intrusion Detection.

[BibT_eX]

[DOI]

Binh Tran

Bing Xue

Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Side-channel analysis and machine learning: A practical perspective.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

One-Class Classification of Low Volume DoS Attacks with Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XV, 2017

Evolving S-boxes based on cellular automata with genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

CryptoBench: benchmarking evolutionary algorithms with cryptographic problems.

[BibT_eX]

[DOI]

Una-May O'Reilly

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Evolutionary computation and cryptology.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Evolutionary algorithms for the design of orthogonal latin squares based on cellular automata.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Amplitude-oriented mixed-type CGP classification.

[BibT_eX]

[DOI]

Karlo Knezevic

Julian F. Miller

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

On the mutual information as a fitness landscape measure.

[BibT_eX]

[DOI]

Rebeka Coric

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

On the Construction of Side-Channel Attack Resilient S-boxes.

[BibT_eX]

[DOI]

Proceedings of the Constructive Side-Channel Analysis and Secure Design, 2017

Design of S-boxes Defined with Cellular Automata Rules.

[BibT_eX]

[DOI]

Proceedings of the Computing Frontiers Conference, 2017

On the evolution of bent (n, m) functions.

[BibT_eX]

[DOI]

Karlo Knezevic

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

If You Can't Measure It, You Can't Improve It: Moving Target Defense Metrics.

[BibT_eX]

[DOI]

Erik Hemberg

Una-May O'Reilly

Proceedings of the 2017 Workshop on Moving Target Defense, 2017

Climbing Down the Hierarchy: Hierarchical Classification for Machine Learning Side-Channel Attacks.

[BibT_eX]

[DOI]

Proceedings of the Progress in Cryptology - AFRICACRYPT 2017, 2017

Trade-Offs for S-Boxes: Cryptographic Properties and Side-Channel Resilience.

[BibT_eX]

[DOI]

Proceedings of the Applied Cryptography and Network Security, 2017

2016

A New Cost Function for Evolution of S-Boxes.

[BibT_eX]

[DOI]

Marko Cupic

Leon Rotim

Evol. Comput., 2016

Evolutionary Algorithms for Boolean Functions in Diverse Domains of Cryptography.

[BibT_eX]

[DOI]

Evol. Comput., 2016

Cryptographic Boolean functions: One output, many design criteria.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2016

Applications of Soft Computing in Cryptology.

[BibT_eX]

[DOI]

Proceedings of the Information Security Applications - 17th International Workshop, 2016

A Search Strategy to Optimize the Affine Variant Properties of S-Boxes.

[BibT_eX]

[DOI]

Bohan Yang

Proceedings of the Arithmetic of Finite Fields - 6th International Workshop, 2016

On the Construction of Hardware-Friendly 4\times 4 and 5\times 5 S-Boxes.

[BibT_eX]

[DOI]

Proceedings of the Selected Areas in Cryptography - SAC 2016, 2016

Evolving Cryptographic Pseudorandom Number Generators.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Tutorials at PPSN 2016.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Evolving Algebraic Constructions for Designing Bent Boolean Functions.

[BibT_eX]

[DOI]

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Evolutionary Algorithms for Finding Short Addition Chains: Going the Distance.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2016

Maximal nonlinearity in balanced boolean functions with even number of inputs, revisited.

[BibT_eX]

[DOI]

Roberto Santana

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

PRNGs for Masking Applications and Their Mapping to Evolvable Hardware.

[BibT_eX]

[DOI]

Proceedings of the Smart Card Research and Advanced Applications, 2016

Extreme Pipelining Towards the Best Area-Performance Trade-Off in Hardware.

[BibT_eX]

[DOI]

Proceedings of the Progress in Cryptology - AFRICACRYPT 2016, 2016

2015

Applications of Evolutionary Computation to Cryptology ; Primjene evolucijskog računarstva u kriptologiji.

[BibT_eX]

[DOI]

PhD thesis, 2015

Evolutionary Approach for Finding Correlation Immune Boolean Functions of Order t with Minimal Hamming Weight.

[BibT_eX]

[DOI]

Proceedings of the Theory and Practice of Natural Computing, 2015

Modified Transparency Order Property: Solution or Just Another Attempt.

[BibT_eX]

[DOI]

Proceedings of the Security, Privacy, and Applied Cryptography Engineering, 2015

Improving the android smartphone security against various malware threats.

[BibT_eX]

[DOI]

Darko Hrestak

Zeljko Rumenjak

Proceedings of the 38th International Convention on Information and Communication Technology, 2015

Challenges in designing trustworthy cryptographic co-processors.

[BibT_eX]

[DOI]

Apostolos P. Fournaris

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Improving DPA resistance of S-boxes: How far can we go?

[BibT_eX]

[DOI]

Baris Ege

Kostas Papagiannopoulos

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Fighting the Symmetries: The Structure of Cryptographic Boolean Function Spaces.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Cartesian Genetic Programming Approach for Generating Substitution Boxes of Different Sizes.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Correlation Immunity of Boolean Functions: An Evolutionary Algorithms Perspective.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Analyzing gene expression data: Fuzzy decision tree algorithm applied to the classification of cancer data.

[BibT_eX]

[DOI]

Simone A. Ludwig

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Evolutionary Methods for the Construction of Cryptographic Boolean Functions.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 18th European Conference, 2015

Fault Injection with a New Flavor: Memetic Algorithms Make a Difference.

[BibT_eX]

[DOI]

Proceedings of the Constructive Side-Channel Analysis and Secure Design, 2015

2014

S-box pipelining using genetic algorithms for high-throughput AES implementations: How fast can we go?

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2014

S-box, SET, Match: A Toolbox for S-box Analysis.

[BibT_eX]

[DOI]

Proceedings of the Information Security Theory and Practice. Securing the Internet of Things, 2014

Combining Evolutionary Computation and Algebraic Constructions to Find Cryptography-Relevant Boolean Functions.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Evolving DPA-Resistant Boolean Functions.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Evolving genetic algorithms for fault injection attacks.

[BibT_eX]

[DOI]

Proceedings of the 37th International Convention on Information and Communication Technology, 2014

Homomorphic encryption in the cloud.

[BibT_eX]

[DOI]

Darko Hrestak

Proceedings of the 37th International Convention on Information and Communication Technology, 2014

Confused by Confusion: Systematic Evaluation of DPA Resistance of Various S-boxes.

[BibT_eX]

[DOI]

Kostas Papagiannopoulos

Baris Ege

Proceedings of the Progress in Cryptology - INDOCRYPT 2014, 2014

Optimality and beyond: The case of 4×4 S-boxes.

[BibT_eX]

[DOI]

Baris Ege

Kostas Papagiannopoulos

Proceedings of the 2014 IEEE International Symposium on Hardware-Oriented Security and Trust, 2014

On using genetic algorithms for intrinsic side-channel resistance: the case of AES S-box.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Cryptography and Security in Computing Systems, 2014

From fitness landscape to crossover operator choice.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

Evolving cryptographically sound boolean functions.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

On the recombination operator in the real-coded genetic algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Glitch It If You Can: Parameter Search Strategies for Successful Fault Injection.

[BibT_eX]

[DOI]

Proceedings of the Smart Card Research and Advanced Applications, 2013

2012

On the analysis of experimental results in evolutionary computation.

[BibT_eX]

[DOI]

Proceedings of the 2012 Proceedings of the 35th International Convention, 2012

Influence of the crossover operator in the performance of the hybrid Taguchi GA.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

On evolutionary computation methods in cryptography.

[BibT_eX]

[DOI]

Proceedings of the MIPRO, 2011

Evaluation of Crossover Operator Performance in Genetic Algorithms with Binary Representation.

[BibT_eX]

[DOI]