Stjepan Picek - RankMe

412 papers A* 19A 22B 25C 13Misc 9Journal 220Unranked 92

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A systematic study on the design of odd-sized highly nonlinear boolean functions via evolutionary algorithms. Genet. Program. Evolvable Mach. Claude Carlet, Marko Durasevic, Domagoj Jakobovic, Stjepan Picek, Luca Mariot
2026	J	`jnl`	Backdoor Directions in Vision Transformers. CoRR Sengim Karayalcin, Marina Krcek, Pin-Yu Chen, Stjepan Picek
2026	—	`conf`	Dr. Jekyll and Mr. Hyde: Two Faces of LLMs. ITASEC/SERICS Matteo Gioele Collu, Tom Janssen-Groesbeek, Stefanos Koffas, Mauro Conti, Stjepan Picek
2026	J	`jnl`	Emerging Threats and Countermeasures in Neuromorphic Systems: A Survey. CoRR Pablo Sorrentino, Stjepan Picek, Ihsen Alouani, Nikolaos Athanasios Anagnostopoulos, Francesco Regazzoni, Lejla Batina, Tamalika Banerjee, Fatih Turkmen
2026	J	`jnl`	GoodVibe: Security-by-Vibe for LLM-Based Code Generation. CoRR Maximilian Thang, Lichao Wu, Sasha Behrouzi, Mohamadreza Rostami, Jona te Lintelo, Stjepan Picek, Ahmad-Reza Sadeghi
2026	J	`jnl`	I Know What Your Layers Did: Layer-wise Explainability of Deep Learning Side-channel Analysis. IACR Commun. Cryptol. Guilherme Perin, Sengim Karayalcin, Lichao Wu, Stjepan Picek
2026	J	`jnl`	IDEM Enough? Evolving Highly Nonlinear Idempotent Boolean Functions. CoRR Claude Carlet, Marko Ðurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2026	J	`jnl`	Large Language Lobotomy: Jailbreaking Mixture-of-Experts via Expert Silencing. CoRR Jona te Lintelo, Lichao Wu, Stjepan Picek
2026	J	`jnl`	NegaBent, No Regrets: Evolving Spectrally Flat Boolean Functions. CoRR Claude Carlet, Marko Ðurasevic, Ermes Franch, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2026	J	`jnl`	Removing the Trigger, Not the Backdoor: Alternative Triggers and Latent Backdoors. CoRR Gorka Abad, Ermes Franch, Stefanos Koffas, Stjepan Picek
2025	J	`jnl`	A Comprehensive Evaluation of Side-Channel Resistance of Xoodyak Hardware Implementations. J. Circuits Syst. Comput. Parisa Amiri-Eliasi, Silvia Mella, Léo Weissbart, Lejla Batina, Stjepan Picek
2025	J	`jnl`	A Practical Tutorial on Deep Learning-based Side-channel Analysis. IACR Cryptol. ePrint Arch. Sengim Karayalcin, Marina Krcek, Stjepan Picek
2025	B	`conf`	A Systematic Evaluation of Evolving Highly Nonlinear Boolean Functions in Odd Sizes. EuroGP Claude Carlet, Marko Durasevic, Domagoj Jakobovic, Stjepan Picek, Luca Mariot
2025	J	`jnl`	A Systematic Study on the Design of Odd-Sized Highly Nonlinear Boolean Functions via Evolutionary Algorithms. CoRR Claude Carlet, Marko Durasevic, Domagoj Jakobovic, Stjepan Picek, Luca Mariot
2025	J	`jnl`	Backdoor Attacks Against Patch-based Mixture of Experts. CoRR Cedric Chan, Jona te Lintelo, Stjepan Picek
2025	—	`conf`	Black-Box Universal Adversarial Attack on Automatic Speech Recognition Systems for Maritime Radio Communication Using Evolutionary Strategies. AISec@CCS Aliza Katharina Reif, Lorenzo Bonasera, Stjepan Picek, Oscar Hernán Ramírez-Agudelo, Michael Karl
2025	A*	`conf`	Breaking the Blindfold: Deep Learning-based Blind Side-channel Analysis. USENIX Security Symposium Azade Rezaeezade, Trevor Yap, Dirmanto Jap, Shivam Bhasin, Stjepan Picek
2025	J	`jnl`	Breaking the Blindfold: Deep Learning-based Blind Side-channel Analysis. IACR Cryptol. ePrint Arch. Azade Rezaeezade, Trevor Yap, Dirmanto Jap, Shivam Bhasin, Stjepan Picek
2025	—	`conf`	Can KANs Do It? Toward Interpretable Deep Learning-Based Side-Channel Analysis. ACNS Workshops (1) Kota Yoshida, Sengim Karayalcin, Stjepan Picek
2025	J	`jnl`	CatBack: Universal Backdoor Attacks on Tabular Data via Categorical Encoding. CoRR Behrad Tajalli, Stefanos Koffas, Stjepan Picek
2025	—	`conf`	Continuous Embedding Attacks via Clipped Inputs in Jailbreaking Large Language Models. SP (Workshops) Zihao Xu, Yi Liu, Gelei Deng, Kailong Wang, Yuekang Li, Ling Shi, Stjepan Picek
2025	—	`conf`	Degree is Important: On Evolving Homogeneous Boolean Functions. GECCO Companion Claude Carlet, Marko Durasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2025	J	`jnl`	Degree is Important: On Evolving Homogeneous Boolean Functions. CoRR Claude Carlet, Marko Ðurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2025	—	`conf`	Designing Hardware-Friendly Hash Functions for Network Security Using Cartesian Genetic Programming. EvoApplications (2) Mujtaba Hassan, Jo Vliegen, Stjepan Picek, Nele Mentens
2025	Misc	`conf`	Diffuse Some Noise: Diffusion Models for Measurement Noise Removal in Side-Channel Analysis. SAC Sengim Karayalcin, Guilherme Perin, Stjepan Picek
2025	J	`jnl`	Enhancing Scale and Shift Invariance in Deep Learning-based Side-channel Attacks through Equivariant Convolutional Neural Networks. IACR Cryptol. ePrint Arch. David Perez, Sengim Karayalcin, Stjepan Picek, Servio Paguada
2025	A	`conf`	Flashy Backdoor: Real-world Environment Backdoor Attack on SNNs with DVS Cameras. ACSAC Roberto Riaño, Gorka Abad, Stjepan Picek, Aitor Urbieta
2025	J	`jnl`	GateBreaker: Gate-Guided Attacks on Mixture-of-Expert LLMs. CoRR Lichao Wu, Sasha Behrouzi, Mohamadreza Rostami, Stjepan Picek, Ahmad-Reza Sadeghi
2025	J	`jnl`	Hardware-Enabled Mechanisms for Verifying Responsible AI Development. CoRR Aidan O'Gara, Gabriel Kulp, Will Hodgkins, James Petrie, Vincent Immler, Aydin Aysu, Kanad Basu, Shivam Bhasin, Stjepan Picek, Ankur Srivastava
2025	—	`conf`	Investigation on the Impact of Practical Fault Model for Commercial Edge Machine Learning Devices. SPACE Shivam Bhasin, Dirmanto Jap, Marina Krcek, Stjepan Picek
2025	J	`jnl`	It's Not Just a Phase: On Investigating Phase Transitions in Deep Learning-based Side-channel Analysis. CoRR Sengim Karayalcin, Marina Krcek, Stjepan Picek
2025	—	`conf`	Jump, It Is Easy: JumpReLU Activation Function in Deep Learning-Based Side-Channel Analysis. ACNS Workshops (1) Abraham Basurto-Becerra, Azade Rezaeezade, Stjepan Picek
2025	J	`jnl`	Jump, It Is Easy: JumpReLU Activation Function in Deep Learning-based Side-channel Analysis. IACR Cryptol. ePrint Arch. Abraham Basurto-Becerra, Azade Rezaeezade, Stjepan Picek
2025	Misc	`conf`	L ICASSP Simen Gaure, Stefanos Koffas, Stjepan Picek, Sondre Rønjom
2025	A	`conf`	Late Breaking Results: Practical Electromagnetic Fault Injection on Intel Neural Compute Stick 2. DATE Shivam Bhasin, Dirmanto Jap, Prasanna Ravi, Marina Krcek, Stjepan Picek
2025	—	`conf`	MUDGUARD: Taming Malicious Majorities in Federated Learning using Privacy-preserving Byzantine-robust Clustering. SIGMETRICS (Abstracts) Rui Wang, Xingkai Wang, Huanhuan Chen, Jérémie Decouchant, Stjepan Picek, Nikolaos Laoutaris, Kaitai Liang
2025	—	`conf`	Membership Privacy Evaluation in Deep Spiking Neural Networks. ESORICS (1) Jiaxin Li, Gorka Abad, Stjepan Picek, Mauro Conti
2025	J	`jnl`	Mind the Grammar: Side-Channel Analysis driven by Grammatical Evolution. IACR Cryptol. ePrint Arch. Mattia Napoli, Alberto Leporati, Stjepan Picek, Luca Mariot
2025	J	`jnl`	Momentum gradient-based untargeted poisoning attack on hypergraph neural networks. Neurocomputing Yang Chen, Stjepan Picek, Zhonglin Ye, Zhaoyang Wang, Haixing Zhao
2025	J	`jnl`	NeuroStrike: Neuron-Level Attacks on Aligned LLMs. CoRR Lichao Wu, Sasha Behrouzi, Mohamadreza Rostami, Maximilian Thang, Stjepan Picek, Ahmad-Reza Sadeghi
2025	J	`jnl`	NoMod: A Non-modular Attack on Module Learning With Errors. CoRR Cristian Bassotto, Ermes Franch, Marina Krcek, Stjepan Picek
2025	J	`jnl`	On Counts and Densities of Homogeneous Bent Functions: An Evolutionary Approach. CoRR Claude Carlet, Marko Ðurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek, Alexandr Polujan
2025	J	`jnl`	On the Vulnerability of Data Points Under Multiple Membership Inference Attacks and Target Models. IEEE Trans. Dependable Secur. Comput. Mauro Conti, Jiaxin Li, Stjepan Picek
2025	J	`jnl`	On two open problems on the normality of bent functions. Discret. Appl. Math. Alexandr Polujan, Luca Mariot, Stjepan Picek
2025	J	`jnl`	Practical Electromagnetic Fault Injection on Intel Neural Compute Stick 2. IACR Cryptol. ePrint Arch. Shivam Bhasin, Dirmanto Jap, Marina Krcek, Stjepan Picek, Prasanna Ravi
2025	J	`jnl`	Security and Privacy of Generative AI. IEEE Secur. Priv. Stjepan Picek
2025	J	`jnl`	Side-Channel Power Trace Dataset for Kyber Pair-Pointwise Multiplication on Cortex-M4. IACR Cryptol. ePrint Arch. Azade Rezaeezade, Trevor Yap, Dirmanto Jap, Shivam Bhasin, Stjepan Picek
2025	J	`jnl`	SoK: Deep Learning-based Side-channel Analysis Trends and Challenges. IACR Cryptol. ePrint Arch. Sengim Karayalcin, Marina Krcek, Stjepan Picek
2025	J	`jnl`	SoK: The Last Line of Defense: On Backdoor Defense Evaluation. CoRR Gorka Abad, Marina Krcek, Stefanos Koffas, Behrad Tajalli, Marco Arazzi, Roberto Riaño, Xiaoyun Xu, Zhuoran Liu, Antonino Nocera, Stjepan Picek
2025	J	`jnl`	Still Making Noise: Improving Deep- Learning-Based Side- Channel Analysis. IEEE Des. Test Jaehun Kim, Stjepan Picek, Annelie Heuser, Shivam Bhasin, Alan Hanjalic
2025	—	`conf`	The Image Scaling Attack: Unveiling the Risks in Traffic Sign Classification. EuroS&P (Workshops) Aliza Reif, Tarek Stolz, Stjepan Picek, Oscar Hernán Ramírez-Agudelo, Michael Karl
2025	—	`conf`	The More the Merrier: On Evolving Five-Valued Spectra Boolean Functions. EvoApplications (2) Claude Carlet, Marko Durasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2025	—	`conf`	Time-Distributed Backdoor Attacks on Federated Spiking Learning. ESORICS (1) Gorka Abad, Stjepan Picek, Aitor Urbieta
2025	A*	`conf`	Towards Backdoor Stealthiness in Model Parameter Space. CCS Xiaoyun Xu, Zhuoran Liu, Stefanos Koffas, Stjepan Picek
2025	J	`jnl`	Towards Backdoor Stealthiness in Model Parameter Space. CoRR Xiaoyun Xu, Zhuoran Liu, Stefanos Koffas, Stjepan Picek
2025	J	`jnl`	Your PIN is Mine: Uncovering Users' PINs at Point of Sale Machines. IEEE Trans. Dependable Secur. Comput. Stefano Cecconello, Matteo Cardaioli, Luca Pasa, Stjepan Picek, Georgios Smaragdakis
2024	—	`conf`	A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models. ACL (Findings) Zihao Xu, Yi Liu, Gelei Deng, Yuekang Li, Stjepan Picek
2024	J	`jnl`	A Genetic Programming approach for hardware-oriented hash functions for network security applications. Appl. Soft Comput. Mujtaba Hassan, Arish Sateesan, Jo Vliegen, Stjepan Picek, Nele Mentens
2024	—	`conf`	A New Angle: On Evolving Rotation Symmetric Boolean Functions. EvoApplications@EvoStar Claude Carlet, Marko Durasevic, Bruno Gasperov, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2024	J	`jnl`	A Systematic Evaluation of Evolving Highly Nonlinear Boolean Functions in Odd Sizes. CoRR Claude Carlet, Marko Ðurasevic, Domagoj Jakobovic, Stjepan Picek, Luca Mariot
2024	A	`conf`	A Systematic Exploration of Evolutionary Computation for the Design of Hardware-oriented Non-cryptographic Hash Functions. GECCO Mujtaba Hassan, Jo Vliegen, Stjepan Picek, Nele Mentens
2024	J	`jnl`	Ablation Analysis for Multi-Device Deep Learning-Based Physical Side-Channel Analysis. IEEE Trans. Dependable Secur. Comput. Lichao Wu, Yoo-Seung Won, Dirmanto Jap, Guilherme Perin, Shivam Bhasin, Stjepan Picek
2024	J	`jnl`	An Overview of Trustworthy AI: Advances in IP Protection, Privacy-Preserving Federated Learning, Security Verification, and GAI Safety Alignment. IEEE J. Emerg. Sel. Topics Circuits Syst. Yue Zheng, Chip-Hong Chang, Shih-Hsu Huang, Pin-Yu Chen, Stjepan Picek
2024	J	`jnl`	Assessing the Ability of Genetic Programming for Feature Selection in Constructing Dispatching Rules for Unrelated Machine Environments. Algorithms Marko Durasevic, Domagoj Jakobovic, Stjepan Picek, Luca Mariot
2024	A*	`conf`	BAN: Detecting Backdoors Activated by Adversarial Neuron Noise. NeurIPS Xiaoyun Xu, Zhuoran Liu, Stefanos Koffas, Shujian Yu, Stjepan Picek
2024	J	`jnl`	BAN: Detecting Backdoors Activated by Adversarial Neuron Noise. CoRR Xiaoyun Xu, Zhuoran Liu, Stefanos Koffas, Shujian Yu, Stjepan Picek
2024	—	`conf`	Backdoors on Manifold Learning. WiseML@WiSec Christina Kreza, Stefanos Koffas, Behrad Tajalli, Mauro Conti, Stjepan Picek
2024	—	`conf`	Beyond PhantomSponges: Enhancing Sponge Attack on Object Detection Models. WiseML@WiSec Coen Schoof, Stefanos Koffas, Mauro Conti, Stjepan Picek
2024	J	`jnl`	Can KANs Do It? Toward Interpretable Deep Learning-based Side-channel Analysis. IACR Cryptol. ePrint Arch. Kota Yoshida, Sengim Karayalcin, Stjepan Picek
2024	A	`conf`	Can Machine Learn Pipeline Leakage? DATE Omid Bazangani, Parisa Amiri-Eliasi, Stjepan Picek, Lejla Batina
2024	J	`jnl`	Context is the Key: Backdoor Attacks for In-Context Learning with Vision Transformers. CoRR Gorka Abad, Stjepan Picek, Lorenzo Cavallaro, Aitor Urbieta
2024	J	`jnl`	Continuous Embedding Attacks via Clipped Inputs in Jailbreaking Large Language Models. CoRR Zihao Xu, Yi Liu, Gelei Deng, Kailong Wang, Yuekang Li, Ling Shi, Stjepan Picek
2024	J	`jnl`	Diffuse Some Noise: Diffusion Models for Measurement Noise Removal in Side-channel Analysis. IACR Cryptol. ePrint Arch. Sengim Karayalcin, Guilherme Perin, Stjepan Picek
2024	—	`conf`	Discovering Rotation Symmetric Self-dual Bent Functions with Evolutionary Algorithms. PPSN (4) Claude Carlet, Marko Ðurasevic, Domagoj Jakobovic, Stjepan Picek
2024	J	`jnl`	ECF: A C＋＋ framework for evolutionary computation. SoftwareX Domagoj Jakobovic, Marko Durasevic, Stjepan Picek, Bruno Gasperov
2024	—	`conf`	ELMs Under Siege: A Study on Backdoor Attacks on Extreme Learning Machines. AISec@CCS Behrad Tajalli, Stefanos Koffas, Gorka Abad, Stjepan Picek
2024	—	`conf`	EmoBack: Backdoor Attacks Against Speaker Identification Using Emotional Prosody. AISec@CCS Coen Schoof, Stefanos Koffas, Mauro Conti, Stjepan Picek
2024	J	`jnl`	EmoBack: Backdoor Attacks Against Speaker Identification Using Emotional Prosody. CoRR Coen Schoof, Stefanos Koffas, Mauro Conti, Stjepan Picek
2024	J	`jnl`	Flashy Backdoor: Real-world Environment Backdoor Attack on SNNs with DVS Cameras. CoRR Roberto Riaño, Gorka Abad, Stjepan Picek, Aitor Urbieta
2024	J	`jnl`	Guest Editorial: Toward Trustworthy AI: Advances in Circuits, Systems, and Applications. IEEE J. Emerg. Sel. Topics Circuits Syst. Shih-Hsu Huang, Pin-Yu Chen, Stjepan Picek, Chip-Hong Chang
2024	J	`jnl`	I Choose You: Automated Hyperparameter Tuning for Deep Learning-Based Side-Channel Analysis. IEEE Trans. Emerg. Top. Comput. Lichao Wu, Guilherme Perin, Stjepan Picek
2024	—	`conf`	It's a Kind of Magic: A Novel Conditional GAN Framework for Efficient Profiling Side-Channel Analysis. ASIACRYPT (8) Sengim Karayalcin, Marina Krcek, Lichao Wu, Stjepan Picek, Guilherme Perin
2024	J	`jnl`	L CoRR Simen Gaure, Stefanos Koffas, Stjepan Picek, Sondre Rønjom
2024	J	`jnl`	LLM Jailbreak Attack versus Defense Techniques - A Comprehensive Study. CoRR Zihao Xu, Yi Liu, Gelei Deng, Yuekang Li, Stjepan Picek
2024	J	`jnl`	Leakage Model-flexible Deep Learning-based Side-channel Analysis. IACR Commun. Cryptol. Lichao Wu, Azade Rezaeezade, Amir Alipour, Guilherme Perin, Stjepan Picek
2024	J	`jnl`	Let's Focus: Focused Backdoor Attack against Federated Transfer Learning. CoRR Marco Arazzi, Stefanos Koffas, Antonino Nocera, Stjepan Picek
2024	B	`conf`	Look into the Mirror: Evolving Self-dual Bent Boolean Functions. EuroGP Claude Carlet, Marko Durasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2024	J	`jnl`	MUDGUARD: Taming Malicious Majorities in Federated Learning using Privacy-preserving Byzantine-robust Clustering. Proc. ACM Meas. Anal. Comput. Syst. Rui Wang, Xingkai Wang, Huanhuan Chen, Jérémie Decouchant, Stjepan Picek, Nikolaos Laoutaris, Kaitai Liang
2024	J	`jnl`	Membership Privacy Evaluation in Deep Spiking Neural Networks. CoRR Jiaxin Li, Gorka Abad, Stjepan Picek, Mauro Conti
2024	—	`conf`	OccPoIs: Points of Interest Based on Neural Network's Key Recovery in Side-Channel Analysis Through Occlusion. INDOCRYPT (2) Trevor Yap, Stjepan Picek, Shivam Bhasin
2024	—	`conf`	On the Evolution of Boolean Functions with the Algebraic Normal Form Representation. GECCO Companion Claude Carlet, Marko Durasevic, Domagoj Jakobovic, Stjepan Picek
2024	J	`jnl`	On the Instability of Softmax Attention-Based Deep Learning Models in Side-Channel Analysis. IEEE Trans. Inf. Forensics Secur. Suvadeep Hajra, Manaar Alam, Sayandeep Saha, Stjepan Picek, Debdeep Mukhopadhyay
2024	—	`conf`	PROACT - Physical Attack Resistance of Cryptographic Algorithms and Circuits with Reduced Time to Market. ARC 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
2024	J	`jnl`	Plaintext-based Side-channel Collision Attack. IACR Commun. Cryptol. Lichao Wu, Sébastien Tiran, Guilherme Perin, Stjepan Picek
2024	—	`ed.`	Progress in Cryptology - INDOCRYPT 2023 - 24th International Conference on Cryptology in India, Goa, India, December 10-13, 2023, Proceedings, Part I INDOCRYPT (1) Anupam Chattopadhyay, Shivam Bhasin, Stjepan Picek, Chester Rebeiro
2024	—	`ed.`	Progress in Cryptology - INDOCRYPT 2023 - 24th International Conference on Cryptology in India, Goa, India, December 10-13, 2023, Proceedings, Part II INDOCRYPT (2) Anupam Chattopadhyay, Shivam Bhasin, Stjepan Picek, Chester Rebeiro
2024	—	`conf`	Short Paper: Effects of Poisoning Attacks on Causal Deep Reinforcement Learning. ESORICS Workshops (2) Patrick Lodeweegs, Behrad Tajalli, Stjepan Picek
2024	A*	`conf`	Sneaky Spikes: Uncovering Stealthy Backdoor Attacks in Spiking Neural Networks with Neuromorphic Data. NDSS Gorka Abad, Oguzhan Ersoy, Stjepan Picek, Aitor Urbieta
2024	J	`jnl`	SoK: 5 Years of Neural Differential Cryptanalysis. IACR Cryptol. ePrint Arch. David Gérault, Anna Hambitzer, Moritz Huppert, Stjepan Picek
2024	J	`jnl`	The More the Merrier: On Evolving Five-valued Spectra Boolean Functions. CoRR Claude Carlet, Marko Ðurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2024	—	`conf`	The Need for MORE: Unsupervised Side-Channel Analysis with Single Network Training and Multi-output Regression. COSADE Ioana Savu, Marina Krcek, Guilherme Perin, Lichao Wu, Stjepan Picek
2024	J	`jnl`	The Power of Bamboo: On the Post-Compromise Security for Searchable Symmetric Encryption. CoRR Tianyang Chen, Peng Xu, Stjepan Picek, Bo Luo, Willy Susilo, Hai Jin, Kaitai Liang
2024	J	`jnl`	The SpongeNet Attack: Sponge Weight Poisoning of Deep Neural Networks. CoRR Jona te Lintelo, Stefanos Koffas, Stjepan Picek
2024	J	`jnl`	Time-Distributed Backdoor Attacks on Federated Spiking Learning. CoRR Gorka Abad, Stjepan Picek, Aitor Urbieta
2024	J	`jnl`	Tipping the Balance: Imbalanced Classes in Deep-Learning Side-Channel Analysis. IEEE Des. Test Stjepan Picek, Annelie Heuser, Alan Jovic, Shivam Bhasin, Francesco Regazzoni
2024	—	`conf`	Towards Private Deep Learning-Based Side-Channel Analysis Using Homomorphic Encryption - Opportunities and Limitations. COSADE Fabian Schmid, Shibam Mukherjee, Stjepan Picek, Marc Stöttinger, Fabrizio De Santis, Christian Rechberger
2024	—	`conf`	Universal Soldier: Using Universal Adversarial Perturbations for Detecting Backdoor Attacks. DSN-W Xiaoyun Xu, Oguzhan Ersoy, Behrad Tajalli, Stjepan Picek
2024	J	`jnl`	Unveiling the Threat: Investigating Distributed and Centralized Backdoor Attacks in Federated Graph Neural Networks. DTRAP Jing Xu, Stefanos Koffas, Stjepan Picek
2024	C	`conf`	Xoodyak Under SCA Siege. DDECS Parisa Amiri-Eliasi, Silvia Mella, Léo Weissbart, Lejla Batina, Stjepan Picek
2023	J	`jnl`	(Adversarial) Electromagnetic Disturbance in the Industry. IEEE Trans. Computers Arthur Beckers, Sylvain Guilley, Philippe Maurine, Colin O'Flynn, Stjepan Picek
2023	J	`jnl`	A New Angle: On Evolving Rotation Symmetric Boolean Functions. CoRR Claude Carlet, Marko Ðurasevic, Bruno Gasperov, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2023	J	`jnl`	A Survey of Metaheuristic Algorithms for the Design of Cryptographic Boolean Functions. CoRR Marko Djurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2023	J	`jnl`	A Systematic Evaluation of Backdoor Trigger Characteristics in Image Classification. CoRR Gorka Abad, Jing Xu, Stefanos Koffas, Behrad Tajalli, Stjepan Picek
2023	J	`jnl`	A survey of metaheuristic algorithms for the design of cryptographic Boolean functions. Cryptogr. Commun. Marko Djurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2023	J	`jnl`	An End-to-end Plaintext-based Side-channel Collision Attack without Trace Segmentation. IACR Cryptol. ePrint Arch. Lichao Wu, Sébastien Tiran, Guilherme Perin, Stjepan Picek
2023	—	`ed.`	Applied Cryptography and Network Security Workshops - ACNS 2023 Satellite Workshops, ADSC, AIBlock, AIHWS, AIoTS, CIMSS, Cloud S&P, SCI, SecMT, SiMLA, Kyoto, Japan, June 19-22, 2023, Proceedings ACNS Workshops Jianying Zhou, Lejla Batina, Zengpeng Li, Jingqiang Lin, Eleonora Losiouk, Suryadipta Majumdar, Daisuke Mashima, Weizhi Meng, Stjepan Picek, Mohammad Ashiqur Rahman, Jun Shao, Masaki Shimaoka, Ezekiel O. Soremekun, Chunhua Su, Je Sen Teh, Aleksei Udovenko, Cong Wang, Leo Yu Zhang, Yury Zhauniarovich
2023	J	`jnl`	Backdoor Pony: Evaluating backdoor attacks and defenses in different domains. SoftwareX Arthur Mercier, Nikita Smolin, Oliver Sihlovec, Stefanos Koffas, Stjepan Picek
2023	J	`jnl`	Bent functions in the partial spread class generated by linear recurring sequences. Des. Codes Cryptogr. Maximilien Gadouleau, Luca Mariot, Stjepan Picek
2023	—	`conf`	Beyond the Last Layer: Deep Feature Loss Functions in Side-channel Analysis. ASHES@CCS Trevor Yap, Stjepan Picek, Shivam Bhasin
2023	J	`jnl`	BlindSage: Label Inference Attacks against Node-level Vertical Federated Graph Neural Networks. CoRR Marco Arazzi, Mauro Conti, Stefanos Koffas, Marina Krcek, Antonino Nocera, Stjepan Picek, Jing Xu
2023	J	`jnl`	Breaking Free: Leakage Model-free Deep Learning-based Side-channel Analysis. IACR Cryptol. ePrint Arch. Lichao Wu, Amir Alipour, Azade Rezaeezade, Guilherme Perin, Stjepan Picek
2023	A*	`conf`	DARWIN: Survival of the Fittest Fuzzing Mutators. NDSS Patrick Jauernig, Domagoj Jakobovic, Stjepan Picek, Emmanuel Stapf, Ahmad-Reza Sadeghi
2023	—	`conf`	Digging Deeper: Operator Analysis for Optimizing Nonlinearity of Boolean Functions. GECCO Companion Marko Durasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2023	J	`jnl`	Digging Deeper: Operator Analysis for Optimizing Nonlinearity of Boolean Functions. CoRR Marko Djurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2023	J	`jnl`	Dr. Jekyll and Mr. Hyde: Two Faces of LLMs. CoRR Matteo Gioele Collu, Tom Janssen-Groesbeek, Stefanos Koffas, Mauro Conti, Stjepan Picek
2023	B	`conf`	Evolutionary Strategies for the Design of Binary Linear Codes. EvoCOP Claude Carlet, Luca Mariot, Luca Manzoni, Stjepan Picek
2023	—	`conf`	Evolving Non-cryptographic Hash Functions Using Genetic Programming for High-speed Lookups in Network Security Applications. EvoApplications@EvoStar Mujtaba Hassan, Arish Sateesan, Jo Vliegen, Stjepan Picek, Nele Mentens
2023	B	`conf`	FLAIRS: FPGA-Accelerated Inference-Resistant & Secure Federated Learning. FPL Huimin Li, Phillip Rieger, Shaza Zeitouni, Stjepan Picek, Ahmad-Reza Sadeghi
2023	J	`jnl`	FLAIRS: FPGA-Accelerated Inference-Resistant & Secure Federated Learning. CoRR Huimin Li, Phillip Rieger, Shaza Zeitouni, Stjepan Picek, Ahmad-Reza Sadeghi
2023	Misc	`conf`	Going in Style: Audio Backdoors Through Stylistic Transformations. ICASSP Stefanos Koffas, Luca Pajola, Stjepan Picek, Mauro Conti
2023	J	`jnl`	Hiding in Plain Sight: Non-profiling Deep Learning-based Side-channel Analysis with Plaintext/Ciphertext. IACR Cryptol. ePrint Arch. Lichao Wu, Guilherme Perin, Stjepan Picek
2023	—	`conf`	IB-RAR: Information Bottleneck as Regularizer for Adversarial Robustness. DSN-W Xiaoyun Xu, Guilherme Perin, Stjepan Picek
2023	J	`jnl`	IB-RAR: Information Bottleneck as Regularizer for Adversarial Robustness. CoRR Xiaoyun Xu, Guilherme Perin, Stjepan Picek
2023	J	`jnl`	Invisible Threats: Backdoor Attack in OCR Systems. CoRR Mauro Conti, Nicola Farronato, Stefanos Koffas, Luca Pajola, Stjepan Picek
2023	J	`jnl`	It's a Kind of Magic: A Novel Conditional GAN Framework for Efficient Profiling Side-channel Analysis. IACR Cryptol. ePrint Arch. Sengim Karayalcin, Marina Krcek, Lichao Wu, Stjepan Picek, Guilherme Perin
2023	J	`jnl`	Label Correlation in Deep Learning-Based Side-Channel Analysis. IEEE Trans. Inf. Forensics Secur. Lichao Wu, Léo Weissbart, Marina Krcek, Huimin Li, Guilherme Perin, Lejla Batina, Stjepan Picek
2023	J	`jnl`	Lightweight but Not Easy: Side-channel Analysis of the Ascon Authenticated Cipher on a 32-bit Microcontroller. IACR Cryptol. ePrint Arch. Léo Weissbart, Stjepan Picek
2023	J	`jnl`	Look into the Mirror: Evolving Self-Dual Bent Boolean Functions. CoRR Claude Carlet, Marko Ðurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2023	J	`jnl`	MIMIR: Masked Image Modeling for Mutual Information-based Adversarial Robustness. CoRR Xiaoyun Xu, Shujian Yu, Jingzheng Wu, Stjepan Picek
2023	A	`conf`	Maximizing the Potential of Custom RISC-V Vector Extensions for Speeding up SHA-3 Hash Functions. DATE Huimin Li, Nele Mentens, Stjepan Picek
2023	—	`conf`	Modeling Strong Physically Unclonable Functions with Metaheuristics. GECCO Companion Carlos A. Coello Coello, Marko Durasevic, Domagoj Jakobovic, Marina Krcek, Luca Mariot, Stjepan Picek
2023	J	`jnl`	Momentum Gradient-based Untargeted Attack on Hypergraph Neural Networks. CoRR Yang Chen, Stjepan Picek, Zhonglin Ye, Zhaoyang Wang, Haixing Zhao
2023	J	`jnl`	NeuroSCA: Evolving Activation Functions for Side-Channel Analysis. IEEE Access Karlo Knezevic, Juraj Fulir, Domagoj Jakobovic, Stjepan Picek, Marko Ðurasevic
2023	J	`jnl`	No (good) loss no gain: systematic evaluation of loss functions in deep learning-based side-channel analysis. J. Cryptogr. Eng. Maikel Kerkhof, Lichao Wu, Guilherme Perin, Stjepan Picek
2023	J	`jnl`	Not so Difficult in the End: Breaking the ASCADv2 Dataset. IACR Cryptol. ePrint Arch. Lichao Wu, Guilherme Perin, Stjepan Picek
2023	Misc	`conf`	Not so Difficult in the End: Breaking the Lookup Table-Based Affine Masking Scheme. SAC Lichao Wu, Guilherme Perin, Stjepan Picek
2023	J	`jnl`	OccPoIs: Points of Interest based on Neural Network's Key Recovery in Side-Channel Analysis through Occlusion. IACR Cryptol. ePrint Arch. Trevor Yap, Shivam Bhasin, Stjepan Picek
2023	—	`conf`	On Feasibility of Server-side Backdoor Attacks on Split Learning. SP (Workshops) Behrad Tajalli, Oguzhan Ersoy, Stjepan Picek
2023	J	`jnl`	On Feasibility of Server-side Backdoor Attacks on Split Learning. CoRR Behrad Tajalli, Oguzhan Ersoy, Stjepan Picek
2023	J	`jnl`	On McEliece-Type Cryptosystems Using Self-Dual Codes With Large Minimum Weight. IEEE Access Luca Mariot, Stjepan Picek, Radinka Yorgova
2023	—	`conf`	On the Evolution of Boomerang Uniformity in Cryptographic S-boxes. EvoApplications@EvoStar Marko Durasevic, Domagoj Jakobovic, Luca Mariot, Sihem Mesnager, Stjepan Picek
2023	J	`jnl`	On the exponents of APN power functions and Sidon sets, sum-free sets, and Dickson polynomials. Adv. Math. Commun. Claude Carlet, Stjepan Picek
2023	J	`jnl`	Order vs. Chaos: A Language Model Approach for Side-channel Attacks. IACR Cryptol. ePrint Arch. Praveen Kulkarni, Vincent Verneuil, Stjepan Picek, Lejla Batina
2023	A*	`conf`	Poster: Backdoor Attack on Extreme Learning Machines. CCS Behrad Tajalli, Gorka Abad, Stjepan Picek
2023	A*	`conf`	Poster: Boosting Adversarial Robustness by Adversarial Pre-training. CCS Xiaoyun Xu, Stjepan Picek
2023	A*	`conf`	Poster: Multi-target & Multi-trigger Backdoor Attacks on Graph Neural Networks. CCS Jing Xu, Stjepan Picek
2023	B	`conf`	Rethinking the Trigger-injecting Position in Graph Backdoor Attack. IJCNN Jing Xu, Gorka Abad, Stjepan Picek
2023	J	`jnl`	Rethinking the Trigger-injecting Position in Graph Backdoor Attack. CoRR Jing Xu, Gorka Abad, Stjepan Picek
2023	J	`jnl`	Shift-invariance Robustness of Convolutional Neural Networks in Side-channel Analysis. IACR Cryptol. ePrint Arch. Marina Krcek, Lichao Wu, Guilherme Perin, Stjepan Picek
2023	J	`jnl`	Short paper: Diversity Methods for Laser Fault Injection to Improve Location Coverage. IACR Cryptol. ePrint Arch. Marina Krcek, Thomas Ordas, Stjepan Picek
2023	J	`jnl`	Sneaky Spikes: Uncovering Stealthy Backdoor Attacks in Spiking Neural Networks with Neuromorphic Data. CoRR Gorka Abad, Oguzhan Ersoy, Stjepan Picek, Aitor Urbieta
2023	—	`conf`	Sniper Backdoor: Single Client Targeted Backdoor Attack in Federated Learning. SaTML Gorka Abad, Servio Paguada, Oguzhan Ersoy, Stjepan Picek, Víctor Julio Ramírez-Durán, Aitor Urbieta
2023	J	`jnl`	SoK: Deep Learning-based Physical Side-channel Analysis. ACM Comput. Surv. Stjepan Picek, Guilherme Perin, Luca Mariot, Lichao Wu, Lejla Batina
2023	J	`jnl`	Tabdoor: Backdoor Vulnerabilities in Transformer-based Neural Networks for Tabular Data. CoRR Bart Pleiter, Behrad Tajalli, Stefanos Koffas, Gorka Abad, Jing Xu, Martha A. Larson, Stjepan Picek
2023	J	`jnl`	The Need for MORE: Unsupervised Side-channel Analysis with Single Network Training and Multi-output Regression. IACR Cryptol. ePrint Arch. Ioana Savu, Marina Krcek, Guilherme Perin, Lichao Wu, Stjepan Picek
2023	J	`jnl`	The Need for Speed: A Fast Guessing Entropy Calculation for Deep Learning-Based SCA. Algorithms Guilherme Perin, Lichao Wu, Stjepan Picek
2023	A*	`conf`	The Power of Bamboo: On the Post-Compromise Security for Searchable Symmetric Encryption. NDSS Tianyang Chen, Peng Xu, Stjepan Picek, Bo Luo, Willy Susilo, Hai Jin, Kaitai Liang
2023	J	`jnl`	Towards Private Deep Learning-based Side-Channel Analysis using Homomorphic Encryption. IACR Cryptol. ePrint Arch. Fabian Schmid, Shibam Mukherjee, Stjepan Picek, Marc Stöttinger, Fabrizio De Santis, Christian Rechberger
2023	A*	`conf`	Turning Privacy-preserving Mechanisms against Federated Learning. CCS Marco Arazzi, Mauro Conti, Antonino Nocera, Stjepan Picek
2023	J	`jnl`	Turning Privacy-preserving Mechanisms against Federated Learning. CoRR Marco Arazzi, Mauro Conti, Antonino Nocera, Stjepan Picek
2023	J	`jnl`	Universal Soldier: Using Universal Adversarial Perturbations for Detecting Backdoor Attacks. CoRR Xiaoyun Xu, Oguzhan Ersoy, Stjepan Picek
2023	A	`conf`	Watermarking Graph Neural Networks based on Backdoor Attacks. EuroS&P Jing Xu, Stefanos Koffas, Oguzhan Ersoy, Stjepan Picek
2022	A*	`conf`	A scalable SIMD RISC-V based processor with customized vector extensions for CRYSTALS-kyber. DAC Huimin Li, Nele Mentens, Stjepan Picek
2022	J	`jnl`	AGE Is Not Just a Number: Label Distribution in Deep Learning-based Side-channel Analysis. IACR Cryptol. ePrint Arch. Lichao Wu, Leo Weissbart, Marina Krcek, Huimin Li, Guilherme Perin, Lejla Batina, Stjepan Picek
2022	—	`ed.`	Applied Cryptography and Network Security Workshops - ACNS 2022 Satellite Workshops, AIBlock, AIHWS, AIoTS, CIMSS, Cloud S&P, SCI, SecMT, SiMLA, Rome, Italy, June 20-23, 2022, Proceedings ACNS Workshops Jianying Zhou, Sridhar Adepu, Cristina Alcaraz, Lejla Batina, Emiliano Casalicchio, Sudipta Chattopadhyay, Chenglu Jin, Jingqiang Lin, Eleonora Losiouk, Suryadipta Majumdar, Weizhi Meng, Stjepan Picek, Jun Shao, Chunhua Su, Cong Wang, Yury Zhauniarovich, Saman A. Zonouz
2022	J	`jnl`	BRIEF but Powerful: Byzantine-Robust and Privacy-Preserving Federated Learning via Model Segmentation and Secure clustering. CoRR Rui Wang, Xingkai Wang, Huanhuan Chen, Stjepan Picek, Zhen Liu, Kaitai Liang
2022	—	`conf`	Can You Hear It?: Backdoor Attacks via Ultrasonic Triggers. WiseML@WiSec Stefanos Koffas, Jing Xu, Mauro Conti, Stjepan Picek
2022	J	`jnl`	Client-Wise Targeted Backdoor in Federated Learning. CoRR Gorka Abad, Servio Paguada, Stjepan Picek, Víctor Julio Ramírez-Durán, Aitor Urbieta
2022	J	`jnl`	DARWIN: Survival of the Fittest Fuzzing Mutators. CoRR Patrick Jauernig, Domagoj Jakobovic, Stjepan Picek, Emmanuel Stapf, Ahmad-Reza Sadeghi
2022	—	`conf`	Deep Learning-Based Side-Channel Analysis Against AES Inner Rounds. ACNS Workshops Sudharshan Swaminathan, Lukasz Chmielewski, Guilherme Perin, Stjepan Picek
2022	B	`conf`	Deep Neural Networks Aiding Cryptanalysis: A Case Study of the Speck Distinguisher. ACNS Nicoleta-Norica Bacuieti, Lejla Batina, Stjepan Picek
2022	J	`jnl`	Deep neural networks aiding cryptanalysis: A case study of the Speck distinguisher. IACR Cryptol. ePrint Arch. Nicoleta-Norica Bacuieti, Lejla Batina, Stjepan Picek
2022	—	`conf`	Dynamic Backdoors with Global Average Pooling. AICAS Stefanos Koffas, Stjepan Picek, Mauro Conti
2022	J	`jnl`	Dynamic Backdoors with Global Average Pooling. CoRR Stefanos Koffas, Stjepan Picek, Mauro Conti
2022	B	`conf`	Evolutionary Construction of Perfectly Balanced Boolean Functions. CEC Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Marko Djurasevic, Alberto Leporati
2022	J	`jnl`	Evolutionary Construction of Perfectly Balanced Boolean Functions. CoRR Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Marko Djurasevic, Alberto Leporati
2022	J	`jnl`	Evolutionary Strategies for the Design of Binary Linear Codes. CoRR Claude Carlet, Luca Mariot, Luca Manzoni, Stjepan Picek
2022	—	`conf`	Evolutionary computation and machine learning in security. GECCO Companion Stjepan Picek, Domagoj Jakobovic
2022	J	`jnl`	Evolving Constructions for Balanced, Highly Nonlinear Boolean Functions. CoRR Claude Carlet, Marko Djurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2022	A	`conf`	Evolving constructions for balanced, highly nonlinear boolean functions. GECCO Claude Carlet, Marko Djurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2022	J	`jnl`	Exploring Feature Selection Scenarios for Deep Learning-based Side-channel Analysis. IACR Trans. Cryptogr. Hardw. Embed. Syst. Guilherme Perin, Lichao Wu, Stjepan Picek
2022	B	`conf`	Fake It Till You Make It: Data Augmentation Using Generative Adversarial Networks for All the Crypto You Need on Small Devices. CT-RSA Naila Mukhtar, Lejla Batina, Stjepan Picek, Yinan Kong
2022	—	`conf`	Focus is Key to Success: A Focal Loss Function for Deep Learning-Based Side-Channel Analysis. COSADE Maikel Kerkhof, Lichao Wu, Guilherme Perin, Stjepan Picek
2022	J	`jnl`	Going In Style: Audio Backdoors Through Stylistic Transformations. CoRR Stefanos Koffas, Luca Pajola, Stjepan Picek, Mauro Conti
2022	J	`jnl`	Guest Editorial: Trustworthy AI. ACM J. Emerg. Technol. Comput. Syst. Yier Jin, Tsung-Yi Ho, Stjepan Picek, Siddharth Garg
2022	A*	`conf`	Hand Me Your PIN! Inferring ATM PINs of Users Typing with a Covered Hand. USENIX Security Symposium Matteo Cardaioli, Stefano Cecconello, Mauro Conti, Simone Milani, Stjepan Picek, Eugen Saraci
2022	J	`jnl`	I Know What Your Layers Did: Layer-wise Explainability of Deep Learning Side-channel Analysis. IACR Cryptol. ePrint Arch. Guilherme Perin, Lichao Wu, Stjepan Picek
2022	J	`jnl`	Intelligent Security: Is "AI for Cybersecurity" a Blessing or a Curse (Dagstuhl Seminar 22412). Dagstuhl Reports Nele Mentens, Stjepan Picek, Ahmad-Reza Sadeghi
2022	—	`conf`	Label-Only Membership Inference Attack against Node-Level Graph Neural Networks. AISec@CCS Mauro Conti, Jiaxin Li, Stjepan Picek, Jing Xu
2022	J	`jnl`	Label-Only Membership Inference Attack against Node-Level Graph Neural Networks. CoRR Mauro Conti, Jiaxin Li, Stjepan Picek, Jing Xu
2022	J	`jnl`	Maximizing the Potential of Custom RISC-V Vector Extensions for Speeding up SHA-3 Hash Functions. IACR Cryptol. ePrint Arch. Huimin Li, Nele Mentens, Stjepan Picek
2022	J	`jnl`	Modeling Strong Physically Unclonable Functions with Metaheuristics. CoRR Carlos A. Coello Coello, Marko Djurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
2022	A	`conf`	More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks. ACSAC Jing Xu, Rui Wang, Stefanos Koffas, Kaitai Liang, Stjepan Picek
2022	J	`jnl`	More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks. CoRR Jing Xu, Rui Wang, Kaitai Liang, Stjepan Picek
2022	—	`conf`	On generalizing the power function exponent constructions with genetic programming. GECCO Companion Claude Carlet, Domagoj Jakobovic, Stjepan Picek
2022	B	`conf`	On the Difficulty of Evolving Permutation Codes. EvoApplications Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Marko Djurasevic, Alberto Leporati
2022	—	`conf`	On the Evaluation of Deep Learning-Based Side-Channel Analysis. COSADE Lichao Wu, Guilherme Perin, Stjepan Picek
2022	J	`jnl`	On the Evolution of Boomerang Uniformity in Cryptographic S-boxes. CoRR Marko Djurasevic, Domagoj Jakobovic, Luca Mariot, Sihem Mesnager, Stjepan Picek
2022	J	`jnl`	On the Vulnerability of Data Points under Multiple Membership Inference Attacks and Target Models. CoRR Mauro Conti, Jiaxin Li, Stjepan Picek
2022	J	`jnl`	On the feasibility of crawling-based attacks against recommender systems. J. Comput. Secur. Fabio Aiolli, Mauro Conti, Stjepan Picek, Mirko Polato
2022	A*	`conf`	Poster: Backdoor Attacks on Spiking NNs and Neuromorphic Datasets. CCS Gorka Abad, Oguzhan Ersoy, Stjepan Picek, Víctor Julio Ramírez-Durán, Aitor Urbieta
2022	A*	`conf`	Poster: Clean-label Backdoor Attack on Graph Neural Networks. CCS Jing Xu, Stjepan Picek
2022	J	`jnl`	Resolving the Doubts: On the Construction and Use of ResNets for Side-channel Analysis. IACR Cryptol. ePrint Arch. Sengim Karayalcin, Stjepan Picek
2022	J	`jnl`	SCA Strikes Back: Reverse-Engineering Neural Network Architectures Using Side Channels. IEEE Des. Test Lejla Batina, Shivam Bhasin, Dirmanto Jap, Stjepan Picek
2022	—	`book`	Security and Artificial Intelligence - A Crossdisciplinary Approach Security and Artificial Intelligence Lejla Batina, Thomas Bäck, Ileana Buhan, Stjepan Picek
2022	—	`ed.`	Security, Privacy, and Applied Cryptography Engineering - 11th International Conference, SPACE 2021, Kolkata, India, December 10-13, 2021, Proceedings SPACE Lejla Batina, Stjepan Picek, Mainack Mondal
2022	—	`ed.`	Security, Privacy, and Applied Cryptography Engineering - 12th International Conference, SPACE 2022, Jaipur, India, December 9-12, 2022, Proceedings SPACE Lejla Batina, Stjepan Picek, Mainack Mondal
2022	J	`jnl`	The Best of Two Worlds: Deep Learning-assisted Template Attack. IACR Trans. Cryptogr. Hardw. Embed. Syst. Lichao Wu, Guilherme Perin, Stjepan Picek
2022	C	`conf`	The More You Know: Improving Laser Fault Injection with Prior Knowledge. FDTC Marina Krcek, Thomas Ordas, Daniele Fronte, Stjepan Picek
2022	J	`jnl`	The More You Know: Improving Laser Fault Injection with Prior Knowledge. IACR Cryptol. ePrint Arch. Marina Krcek, Thomas Ordas, Daniele Fronte, Stjepan Picek
2022	J	`jnl`	To Overfit, Or Not to Overfit: Improving the Performance of Deep Learning-based SCA. IACR Cryptol. ePrint Arch. Azade Rezaeezade, Guilherme Perin, Stjepan Picek
2022	—	`conf`	To Overfit, or Not to Overfit: Improving the Performance of Deep Learning-Based SCA. AFRICACRYPT Azade Rezaeezade, Guilherme Perin, Stjepan Picek
2021	J	`jnl`	A Multi-Sensor Information Fusion Method Based on Factor Graph for Integrated Navigation System. IEEE Access Jing Xu, Gongliu Yang, Yiding Sun, Stjepan Picek
2021	J	`jnl`	A Scalable SIMD RISC-V based Processor with Customized Vector Extensions for CRYSTALS-Kyber. IACR Cryptol. ePrint Arch. Huimin Li, Nele Mentens, Stjepan Picek
2021	C	`conf`	A Tale of Two Boards: On the Influence of Microarchitecture on Side-Channel Leakage. CARDIS Vipul Arora, Ileana Buhan, Guilherme Perin, Stjepan Picek
2021	J	`jnl`	A Tale of Two Boards: On the Influence of Microarchitecture on Side-Channel Leakage. IACR Cryptol. ePrint Arch. Vipul Arora, Ileana Buhan, Guilherme Perin, Stjepan Picek
2021	J	`jnl`	AISY - Deep Learning-based Framework for Side-channel Analysis. IACR Cryptol. ePrint Arch. Guilherme Perin, Lichao Wu, Stjepan Picek
2021	—	`ed.`	Applied Cryptography and Network Security Workshops - ACNS 2021 Satellite Workshops, AIBlock, AIHWS, AIoTS, CIMSS, Cloud S&P, SCI, SecMT, and SiMLA, Kamakura, Japan, June 21-24, 2021, Proceedings ACNS Workshops Jianying Zhou, Chuadhry Mujeeb Ahmed, Lejla Batina, Sudipta Chattopadhyay, Olga Gadyatskaya, Chenglu Jin, Jingqiang Lin, Eleonora Losiouk, Bo Luo, Suryadipta Majumdar, Mihalis Maniatakos, Daisuke Mashima, Weizhi Meng, Stjepan Picek, Masaki Shimaoka, Chunhua Su, Cong Wang
2021	J	`jnl`	Bent Functions in the Partial Spread Class Generated by Linear Recurring Sequences. CoRR Maximilien Gadouleau, Luca Mariot, Stjepan Picek
2021	J	`jnl`	Can You Hear It? Backdoor Attacks via Ultrasonic Triggers. CoRR Stefanos Koffas, Jing Xu, Mauro Conti, Stjepan Picek
2021	A	`conf`	CoInGP: convolutional inpainting with genetic programming. GECCO Domagoj Jakobovic, Luca Manzoni, Luca Mariot, Stjepan Picek, Mauro Castelli
2021	J	`jnl`	Deep Learning-based Side-channel Analysis against AES Inner Rounds. IACR Cryptol. ePrint Arch. Sudharshan Swaminathan, Lukasz Chmielewski, Guilherme Perin, Stjepan Picek
2021	J	`jnl`	Evolutionary Algorithms for Designing Reversible Cellular Automata. CoRR Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Alberto Leporati
2021	J	`jnl`	Evolutionary algorithms for designing reversible cellular automata. Genet. Program. Evolvable Mach. Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Alberto Leporati
2021	A	`conf`	Evolutionary algorithms-assisted construction of cryptographic boolean functions. GECCO Claude Carlet, Domagoj Jakobovic, Stjepan Picek
2021	—	`conf`	Evolutionary computation and machine learning in cryptology. GECCO Companion Stjepan Picek, Domagoj Jakobovic
2021	J	`jnl`	Explain Some Noise: Ablation Analysis for Deep Learning-based Physical Side-channel Analysis. IACR Cryptol. ePrint Arch. Lichao Wu, Yoo-Seung Won, Dirmanto Jap, Guilherme Perin, Shivam Bhasin, Stjepan Picek
2021	—	`conf`	Explainability-based Backdoor Attacks Against Graph Neural Networks. WiseML@WiSec Jing Xu, Minhui (Jason) Xue, Stjepan Picek
2021	J	`jnl`	Explainability-based Backdoor Attacks Against Graph Neural Networks. CoRR Jing Xu, Minhui (Jason) Xue, Stjepan Picek
2021	J	`jnl`	Exploring Feature Selection Scenarios for Deep Learning-based Side-Channel Analysis. IACR Cryptol. ePrint Arch. Guilherme Perin, Lichao Wu, Stjepan Picek
2021	J	`jnl`	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. Naila Mukhtar, Lejla Batina, Stjepan Picek, Yinan Kong
2021	J	`jnl`	Focus is Key to Success: A Focal Loss Function for Deep Learning-based Side-channel Analysis. IACR Cryptol. ePrint Arch. Maikel Kerkhof, Lichao Wu, Guilherme Perin, Stjepan Picek
2021	J	`jnl`	Gambling for Success: The Lottery Ticket Hypothesis in Deep Learning-based SCA. IACR Cryptol. ePrint Arch. Guilherme Perin, Lichao Wu, Stjepan Picek
2021	J	`jnl`	Hand Me Your PIN! Inferring ATM PINs of Users Typing with a Covered Hand. CoRR Matteo Cardaioli, Stefano Cecconello, Mauro Conti, Simone Milani, Stjepan Picek, Eugen Saraci
2021	—	`ch.`	It Started with Templates: The Future of Profiling in Side-Channel Analysis. Security of Ubiquitous Computing Systems Lejla Batina, Milena Djukanovic, Annelie Heuser, Stjepan Picek
2021	J	`jnl`	Keep it Unsupervised: Horizontal Attacks Meet Deep Learning. IACR Trans. Cryptogr. Hardw. Embed. Syst. Guilherme Perin, Lukasz Chmielewski, Lejla Batina, Stjepan Picek
2021	—	`conf`	Learning When to Stop: A Mutual Information Approach to Prevent Overfitting in Profiled Side-Channel Analysis. COSADE Guilherme Perin, Ileana Buhan, Stjepan Picek
2021	J	`jnl`	NeuroSCA: Evolving Activation Functions for Side-channel Analysis. IACR Cryptol. ePrint Arch. Karlo Knezevic, Juraj Fulir, Domagoj Jakobovic, Stjepan Picek
2021	J	`jnl`	No (Good) Loss no Gain: Systematic Evaluation of Loss functions in Deep Learning-based Side-channel Analysis. IACR Cryptol. ePrint Arch. Maikel Kerkhof, Lichao Wu, Guilherme Perin, Stjepan Picek
2021	J	`jnl`	On McEliece type cryptosystems using self-dual codes with large minimum weight. IACR Cryptol. ePrint Arch. Luca Mariot, Stjepan Picek, Radinka Yorgova
2021	J	`jnl`	On the Difficulty of Evolving Permutation Codes. CoRR Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Marko Djurasevic, Alberto Leporati
2021	J	`jnl`	On the Evaluation of Deep Learning-based Side-channel Analysis. IACR Cryptol. ePrint Arch. Lichao Wu, Guilherme Perin, Stjepan Picek
2021	J	`jnl`	On the Genotype Compression and Expansion for Evolutionary Algorithms in the Continuous Domain. CoRR Lucija Planinic, Marko Djurasevic, Luca Mariot, Domagoj Jakobovic, Stjepan Picek, Carlos A. Coello Coello
2021	C	`conf`	On the Importance of Initial Solutions Selection in Fault Injection. FDTC Marina Krcek, Daniele Fronte, Stjepan Picek
2021	—	`conf`	On the genotype compression and expansion for evolutionary algorithms in the continuous domain. GECCO Companion Lucija Planinic, Marko Djurasevic, Luca Mariot, Domagoj Jakobovic, Stjepan Picek, Carlos A. Coello Coello
2021	C	`conf`	Profiled Side-Channel Analysis in the Efficient Attacker Framework. CARDIS Stjepan Picek, Annelie Heuser, Guilherme Perin, Sylvain Guilley
2021	J	`jnl`	Reinforcement Learning for Hyperparameter Tuning in Deep Learning-based Side-channel Analysis. IACR Cryptol. ePrint Arch. Jorai Rijsdijk, Lichao Wu, Guilherme Perin, Stjepan Picek
2021	J	`jnl`	Reinforcement Learning for Hyperparameter Tuning in Deep Learning-based Side-channel Analysis. IACR Trans. Cryptogr. Hardw. Embed. Syst. Jorai Rijsdijk, Lichao Wu, Guilherme Perin, Stjepan Picek
2021	J	`jnl`	Reinforcement Learning-based Design of Side-channel Countermeasures. IACR Cryptol. ePrint Arch. Jorai Rijsdijk, Lichao Wu, Guilherme Perin, Stjepan Picek
2021	—	`conf`	ReproducedPapers.org: Openly Teaching and Structuring Machine Learning Reproducibility. RRPR Burak Yildiz, Hayley Hung, Jesse H. Krijthe, Cynthia C. S. Liem, Marco Loog, Gosia Migut, Frans A. Oliehoek, Annibale Panichella, Przemyslaw Pawelczak, Stjepan Picek, Mathijs de Weerdt, Jan van Gemert
2021	J	`jnl`	SoK: Deep Learning-based Physical Side-channel Analysis. IACR Cryptol. ePrint Arch. Stjepan Picek, Guilherme Perin, Luca Mariot, Lichao Wu, Lejla Batina
2021	J	`jnl`	SoK: On the Security & Privacy in Federated Learning. CoRR Gorka Abad, Stjepan Picek, Aitor Urbieta
2021	J	`jnl`	Systematic Side-channel Analysis of Curve25519 with Machine Learning. IACR Cryptol. ePrint Arch. Leo Weissbart, Lukasz Chmielewski, Stjepan Picek, Lejla Batina
2021	J	`jnl`	The Best of Two Worlds: Deep Learning-assisted Template Attack. IACR Cryptol. ePrint Arch. Lichao Wu, Guilherme Perin, Stjepan Picek
2021	J	`jnl`	The Need for Speed: A Fast Guessing Entropy Calculation for Deep Learning-based SCA. IACR Cryptol. ePrint Arch. Guilherme Perin, Lichao Wu, Stjepan Picek
2021	J	`jnl`	Toward more efficient heuristic construction of Boolean functions. Appl. Soft Comput. Domagoj Jakobovic, Stjepan Picek, Marcella S. R. Martins, Markus Wagner
2021	J	`jnl`	Watermarking Graph Neural Networks based on Backdoor Attacks. CoRR Jing Xu, Stjepan Picek
2020	B	`conf`	A Fast Characterization Method for Semi-invasive Fault Injection Attacks. CT-RSA Lichao Wu, Gerard Ribera, Noemie Beringuier-Boher, Stjepan Picek
2020	—	`conf`	A Search for Additional Structure: The Case of Cryptographic S-boxes. PPSN (2) Claude Carlet, Marko Djurasevic, Domagoj Jakobovic, Stjepan Picek
2020	B	`conf`	An Evolutionary View on Reversible Shift-Invariant Transformations. EuroGP Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Alberto Leporati
2020	—	`ed.`	Applied Cryptography and Network Security Workshops - ACNS 2020 Satellite Workshops, AIBlock, AIHWS, AIoTS, Cloud S&P, SCI, SecMT, and SiMLA, Rome, Italy, October 19-22, 2020, Proceedings ACNS Workshops Jianying Zhou, Mauro Conti, Chuadhry Mujeeb Ahmed, Man Ho Au, Lejla Batina, Zhou Li, Jingqiang Lin, Eleonora Losiouk, Bo Luo, Suryadipta Majumdar, Weizhi Meng, Martín Ochoa, Stjepan Picek, Georgios Portokalidis, Cong Wang, Kehuan Zhang
2020	J	`jnl`	Bent Functions from Cellular Automata. IACR Cryptol. ePrint Arch. Maximilien Gadouleau, Luca Mariot, Stjepan Picek
2020	—	`conf`	Big Enough to Care Not Enough to Scare! Crawling to Attack Recommender Systems. ESORICS (2) Fabio Aiolli, Mauro Conti, Stjepan Picek, Mirko Polato
2020	J	`jnl`	CoInGP: Convolutional Inpainting with Genetic Programming. CoRR Domagoj Jakobovic, Luca Manzoni, Luca Mariot, Stjepan Picek
2020	J	`jnl`	Everything is Connected: From Model Learnability to Guessing Entropy. IACR Cryptol. ePrint Arch. Lichao Wu, Leo Weissbart, Marina Krcek, Huimin Li, Guilherme Perin, Lejla Batina, Stjepan Picek
2020	—	`conf`	Evolutionary computation and machine learning in cryptology. GECCO Companion Stjepan Picek, Domagoj Jakobovic
2020	—	`conf`	Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations. PPSN (2) Marko Durasevic, Domagoj Jakobovic, Marcella Scoczynski Ribeiro Martins, Stjepan Picek, Markus Wagner
2020	J	`jnl`	Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations. CoRR Marko Durasevic, Domagoj Jakobovic, Marcella Scoczynski Ribeiro Martins, Stjepan Picek, Markus Wagner
2020	J	`jnl`	I Choose You: Automated Hyperparameter Tuning for Deep Learning-based Side-channel Analysis. IACR Cryptol. ePrint Arch. Lichao Wu, Guilherme Perin, Stjepan Picek
2020	J	`jnl`	Keep it Unsupervised: Horizontal Attacks Meet Deep Learning. IACR Cryptol. ePrint Arch. Guilherme Perin, Lukasz Chmielewski, Lejla Batina, Stjepan Picek
2020	—	`conf`	Kilroy Was Here: The First Step Towards Explainability of Neural Networks in Profiled Side-Channel Analysis. COSADE Daan van der Valk, Stjepan Picek, Shivam Bhasin
2020	A*	`conf`	Learning From A Big Brother - Mimicking Neural Networks in Profiled Side-channel Analysis. DAC Daan van der Valk, Marina Krcek, Stjepan Picek, Shivam Bhasin
2020	J	`jnl`	Learning when to stop: a mutual information approach to fight overfitting in profiled side-channel analysis. IACR Cryptol. ePrint Arch. Guilherme Perin, Ileana Buhan, Stjepan Picek
2020	J	`jnl`	Lightweight Ciphers and Their Side-Channel Resilience. IEEE Trans. Computers Annelie Heuser, Stjepan Picek, Sylvain Guilley, Nele Mentens
2020	A*	`conf`	Mind the Portability: A Warriors Guide through Realistic Profiled Side-channel Analysis. NDSS Shivam Bhasin, Anupam Chattopadhyay, Annelie Heuser, Dirmanto Jap, Stjepan Picek, Ritu Ranjan Shrivastwa
2020	Misc	`conf`	On the Influence of Optimizers in Deep Learning-Based Side-Channel Analysis. SAC Guilherme Perin, Stjepan Picek
2020	J	`jnl`	On the Influence of Optimizers in Deep Learning-based Side-channel Analysis. IACR Cryptol. ePrint Arch. Guilherme Perin, Stjepan Picek
2020	J	`jnl`	On the feasibility of using evolvable hardware for hardware Trojan detection and prevention. Appl. Soft Comput. Mansoureh Labafniya, Stjepan Picek, Shahram Etemadi Borujeni, Nele Mentens
2020	A	`conf`	One property to rule them all?: on the limits of trade-offs for S-boxes. GECCO Marko Djurasevic, Domagoj Jakobovic, Stjepan Picek
2020	J	`jnl`	Remove Some Noise: On Pre-processing of Side-channel Measurements with Autoencoders. IACR Trans. Cryptogr. Hardw. Embed. Syst. Lichao Wu, Stjepan Picek
2020	J	`jnl`	ReproducedPapers.org: Openly teaching and structuring machine learning reproducibility. CoRR Burak Yildiz, Hayley Hung, Jesse H. Krijthe, Cynthia C. S. Liem, Marco Loog, Gosia Migut, Frans A. Oliehoek, Annibale Panichella, Przemyslaw Pawelczak, Stjepan Picek, Mathijs de Weerdt, Jan van Gemert
2020	—	`ed.`	Security, Privacy, and Applied Cryptography Engineering - 10th International Conference, SPACE 2020, Kolkata, India, December 17-21, 2020, Proceedings SPACE Lejla Batina, Stjepan Picek, Mainack Mondal
2020	J	`jnl`	Strength in Numbers: Improving Generalization with Ensembles in Machine Learning-based Profiled Side-channel Analysis. IACR Trans. Cryptogr. Hardw. Embed. Syst. Guilherme Perin, Lukasz Chmielewski, Stjepan Picek
2020	J	`jnl`	Systematic Side-Channel Analysis of Curve25519 with Machine Learning. J. Hardw. Syst. Secur. Leo Weissbart, Lukasz Chmielewski, Stjepan Picek, Lejla Batina
2020	J	`jnl`	The Fifth International Students' Olympiad in cryptography - NSUCRYPTO: Problems and their solutions. Cryptologia Anastasiya Gorodilova, Sergey Agievich, Claude Carlet, Xiang-dong Hou, Valeriya Idrisova, Nikolay Kolomeec, Alexandr Kutsenko, Luca Mariot, Alexey Oblaukhov, Stjepan Picek, Bart Preneel, Razvan Rosie, Natalia N. Tokareva
2020	A	`conf`	Towards an evolutionary-based approach for natural language processing. GECCO Luca Manzoni, Domagoj Jakobovic, Luca Mariot, Stjepan Picek, Mauro Castelli
2020	J	`jnl`	Towards an evolutionary-based approach for natural language processing. CoRR Luca Manzoni, Domagoj Jakobovic, Luca Mariot, Stjepan Picek, Mauro Castelli
2020	B	`conf`	What Is Your MOVE: Modeling Adversarial Network Environments. EvoApplications Karlo Knezevic, Stjepan Picek, Domagoj Jakobovic, Julio C. Hernandez-Castro
2019	J	`jnl`	A Fast Characterization Method for Optical Fault Injection. IACR Cryptol. ePrint Arch. Lichao Wu, Gerard Ribera, Stjepan Picek
2019	J	`jnl`	A Systematic Evaluation of Profiling Through Focused Feature Selection. IEEE Trans. Very Large Scale Integr. Syst. Stjepan Picek, Annelie Heuser, Alan Jovic, Lejla Batina
2019	A	`conf`	A characterisation of S-box fitness landscapes in cryptography. GECCO Domagoj Jakobovic, Stjepan Picek, Marcella S. R. Martins, Markus Wagner
2019	J	`jnl`	A characterisation of S-box fitness landscapes in cryptography. CoRR Domagoj Jakobovic, Stjepan Picek, Marcella S. R. Martins, Markus Wagner
2019	J	`jnl`	Bias-variance Decomposition in Machine Learning-based Side-channel Analysis. IACR Cryptol. ePrint Arch. Daan van der Valk, Stjepan Picek
2019	—	`conf`	C GECCO (Companion) Stjepan Picek, Karlo Knezevic, Domagoj Jakobovic, Ante Derek
2019	A*	`conf`	CSI NN: Reverse Engineering of Neural Network Architectures Through Electromagnetic Side Channel. USENIX Security Symposium Lejla Batina, Shivam Bhasin, Dirmanto Jap, Stjepan Picek
2019	J	`jnl`	Cellular automata based S-boxes. Cryptogr. Commun. Luca Mariot, Stjepan Picek, Alberto Leporati, Domagoj Jakobovic
2019	—	`conf`	Challenges in Deep Learning-Based Profiled Side-Channel Analysis. SPACE Stjepan Picek
2019	B	`conf`	Evolutionary Algorithms for the Design of Quantum Protocols. EvoApplications Walter O. Krawec, Stjepan Picek, Domagoj Jakobovic
2019	B	`conf`	Hyper-bent Boolean Functions and Evolutionary Algorithms. EuroGP Luca Mariot, Domagoj Jakobovic, Alberto Leporati, Stjepan Picek
2019	J	`jnl`	Kilroy was here: The First Step Towards Explainability of Neural Networks in Profiled Side-channel Analysis. IACR Cryptol. ePrint Arch. Daan van der Valk, Stjepan Picek, Shivam Bhasin
2019	J	`jnl`	Make Some Noise. Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis. IACR Trans. Cryptogr. Hardw. Embed. Syst. Jaehun Kim, Stjepan Picek, Annelie Heuser, Shivam Bhasin, Alan Hanjalic
2019	J	`jnl`	Mind the Portability: A Warriors Guide through Realistic Profiled Side-channel Analysis. IACR Cryptol. ePrint Arch. Shivam Bhasin, Anupam Chattopadhyay, Annelie Heuser, Dirmanto Jap, Stjepan Picek, Ritu Ranjan Shrivastwa
2019	J	`jnl`	On the Performance of Multilayer Perceptron in Profiling Side-channel Analysis. IACR Cryptol. ePrint Arch. Leo Weissbart, Stjepan Picek, Lejla Batina
2019	—	`conf`	On the design of S-box constructions with genetic programming. GECCO (Companion) Stjepan Picek, Domagoj Jakobovic
2019	—	`conf`	One Trace Is All It Takes: Machine Learning-Based Side-Channel Attack on EdDSA. SPACE Leo Weissbart, Stjepan Picek, Lejla Batina
2019	J	`jnl`	One trace is all it takes: Machine Learning-based Side-channel Attack on EdDSA. IACR Cryptol. ePrint Arch. Leo Weissbart, Stjepan Picek, Lejla Batina
2019	A*	`conf`	Poster: Recovering the Input of Neural Networks via Single Shot Side-channel Attacks. CCS Lejla Batina, Shivam Bhasin, Dirmanto Jap, Stjepan Picek
2019	A*	`conf`	Poster: When Adversary Becomes the Guardian - Towards Side-channel Security With Adversarial Attacks. CCS Stjepan Picek, Dirmanto Jap, Shivam Bhasin
2019	J	`jnl`	Problems and solutions from the fourth International Students' Olympiad in Cryptography (NSUCRYPTO). Cryptologia Anastasiya Gorodilova, Sergey Agievich, Claude Carlet, Evgeny Gorkunov, Valeriya Idrisova, Nikolay Kolomeec, Alexandr Kutsenko, Svetla Nikova, Alexey Oblaukhov, Stjepan Picek, Bart Preneel, Vincent Rijmen, Natalia N. Tokareva
2019	J	`jnl`	Profiling Side-channel Analysis in the Restricted Attacker Framework. IACR Cryptol. ePrint Arch. Stjepan Picek, Annelie Heuser, Sylvain Guilley
2019	J	`jnl`	Remove Some Noise: On Pre-processing of Side-channel Measurements with Autoencoders. IACR Cryptol. ePrint Arch. Lichao Wu, Stjepan Picek
2019	J	`jnl`	The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations. IACR Trans. Cryptogr. Hardw. Embed. Syst. Stjepan Picek, Annelie Heuser, Alan Jovic, Shivam Bhasin, Francesco Regazzoni
2019	J	`jnl`	The Fifth International Students' Olympiad in Cryptography - NSUCRYPTO: problems and their solutions. CoRR Anastasiya Gorodilova, Sergey Agievich, Claude Carlet, Xiang-dong Hou, Valeriya Idrisova, Nikolay Kolomeec, Alexandr Kutsenko, Luca Mariot, Alexey Oblaukhov, Stjepan Picek, Bart Preneel, Razvan Rosie, Natalia N. Tokareva
2018	B	`conf`	A Search for Differentially-6 Uniform (n, n-2) Functions. CEC Stjepan Picek, Karlo Knezevic, Domagoj Jakobovic, Claude Carlet
2018	J	`jnl`	CSI Neural Network: Using Side-channels to Recover Your Artificial Neural Network Information. CoRR Lejla Batina, Shivam Bhasin, Dirmanto Jap, Stjepan Picek
2018	J	`jnl`	CSI Neural Network: Using Side-channels to Recover Your Artificial Neural Network Information. IACR Cryptol. ePrint Arch. Lejla Batina, Shivam Bhasin, Dirmanto Jap, Stjepan Picek
2018	—	`conf`	Evolutionary Search of Binary Orthogonal Arrays. PPSN (1) Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Alberto Leporati
2018	B	`conf`	Evolving Bent Quaternary Functions. CEC Stjepan Picek, Karlo Knezevic, Luca Mariot, Domagoj Jakobovic, Alberto Leporati
2018	J	`jnl`	Finding short and implementation-friendly addition chains with evolutionary algorithms. J. Heuristics Stjepan Picek, Carlos A. Coello Coello, Domagoj Jakobovic, Nele Mentens
2018	C	`conf`	Genetic Algorithm-Based Electromagnetic Fault Injection. FDTC Antun Maldini, Niels Samwel, Stjepan Picek, Lejla Batina
2018	J	`jnl`	Higher Order Side-Channel Attacks Resilient S-boxes. IACR Cryptol. ePrint Arch. Liran Lerman, Stjepan Picek, Nikita Veshchikov, Olivier Markowitch
2018	—	`conf`	Higher order side-channel attack resilient S-boxes. CF Liran Lerman, Nikita Veshchikov, Stjepan Picek, Olivier Markowitch
2018	C	`conf`	Improving Side-Channel Analysis Through Semi-supervised Learning. CARDIS Stjepan Picek, Annelie Heuser, Alan Jovic, Karlo Knezevic, Tania Richmond
2018	J	`jnl`	Lightweight and Side-channel Secure 4 × 4 S-Boxes from Cellular Automata Rules. IACR Trans. Symmetric Cryptol. Ashrujit Ghoshal, Rajat Sadhukhan, Sikhar Patranabis, Nilanjan Datta, Stjepan Picek, Debdeep Mukhopadhyay
2018	J	`jnl`	Lightweight and Side-channel Secure 4x4 S-Boxes from Cellular Automata Rules. IACR Cryptol. ePrint Arch. Ashrujit Ghoshal, Rajat Sadhukhan, Sikhar Patranabis, Nilanjan Datta, Stjepan Picek, Debdeep Mukhopadhyay
2018	J	`jnl`	Make Some Noise: Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis. IACR Cryptol. ePrint Arch. Jaehun Kim, Stjepan Picek, Annelie Heuser, Shivam Bhasin, Alan Hanjalic
2018	—	`conf`	On Comparing Side-channel Properties of AES and ChaCha20 on Microcontrollers. APCCAS Zakaria Najm, Dirmanto Jap, Bernhard Jungk, Stjepan Picek, Shivam Bhasin
2018	—	`conf`	On the Performance of Convolutional Neural Networks for Side-Channel Analysis. SPACE Stjepan Picek, Ioannis Petros Samiotis, Jaehun Kim, Annelie Heuser, Shivam Bhasin, Axel Legay
2018	J	`jnl`	On the Performance of Deep Learning for Side-channel Analysis. IACR Cryptol. ePrint Arch. Stjepan Picek, Ioannis Petros Samiotis, Annelie Heuser, Jaehun Kim, Shivam Bhasin, Axel Legay
2018	J	`jnl`	Problems and solutions of the Fourth International Students' Olympiad in Cryptography NSUCRYPTO. CoRR Anastasiya Gorodilova, Sergey Agievich, Claude Carlet, Evgeny Gorkunov, Valeriya Idrisova, Nikolay Kolomeec, Alexandr Kutsenko, Svetla Nikova, Alexey Oblaukhov, Stjepan Picek, Bart Preneel, Vincent Rijmen, Natalia N. Tokareva
2018	J	`jnl`	The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations. IACR Cryptol. ePrint Arch. Stjepan Picek, Annelie Heuser, Alan Jovic, Shivam Bhasin, Francesco Regazzoni
2018	—	`conf`	The Design of (Almost) Disjunct Matrices by Evolutionary Algorithms. TPNC Karlo Knezevic, Stjepan Picek, Luca Mariot, Domagoj Jakobovic, Alberto Leporati
2018	—	`conf`	Tutorials at PPSN 2018. PPSN (2) Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang
2018	J	`jnl`	When Theory Meets Practice: A Framework for Robust Profiled Side-channel Analysis. IACR Cryptol. ePrint Arch. Stjepan Picek, Annelie Heuser, Cesare Alippi, Francesco Regazzoni
2017	—	`conf`	Amplitude-oriented mixed-type CGP classification. GECCO (Companion) Karlo Knezevic, Stjepan Picek, Julian F. Miller
2017	—	`conf`	Automatic Feature Construction for Network Intrusion Detection. SEAL Binh Tran, Stjepan Picek, Bing Xue
2017	J	`jnl`	Cellular Automata Based S-boxes. IACR Cryptol. ePrint Arch. Luca Mariot, Stjepan Picek, Alberto Leporati, Domagoj Jakobovic
2017	—	`conf`	Climbing Down the Hierarchy: Hierarchical Classification for Machine Learning Side-Channel Attacks. AFRICACRYPT Stjepan Picek, Annelie Heuser, Alan Jovic, Axel Legay
2017	—	`conf`	CryptoBench: benchmarking evolutionary algorithms with cryptographic problems. GECCO (Companion) Stjepan Picek, Domagoj Jakobovic, Una-May O'Reilly
2017	—	`conf`	Design of S-boxes Defined with Cellular Automata Rules. Conf. Computing Frontiers Stjepan Picek, Luca Mariot, Bohan Yang, Domagoj Jakobovic, Nele Mentens
2017	A	`conf`	Evolutionary algorithms for the design of orthogonal latin squares based on cellular automata. GECCO Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Alberto Leporati
2017	—	`conf`	Evolutionary computation and cryptology. GECCO (Companion) Stjepan Picek
2017	—	`conf`	Evolving S-boxes based on cellular automata with genetic programming. GECCO (Companion) Stjepan Picek, Luca Mariot, Alberto Leporati, Domagoj Jakobovic
2017	—	`conf`	If You Can't Measure It, You Can't Improve It: Moving Target Defense Metrics. MTD@CCS Stjepan Picek, Erik Hemberg, Una-May O'Reilly
2017	J	`jnl`	Immunological algorithms paradigm for construction of Boolean functions with good cryptographic properties. Eng. Appl. Artif. Intell. Stjepan Picek, Dominik Sisejkovic, Domagoj Jakobovic
2017	—	`conf`	On the Construction of Side-Channel Attack Resilient S-boxes. COSADE Liran Lerman, Nikita Veshchikov, Stjepan Picek, Olivier Markowitch
2017	B	`conf`	On the evolution of bent (n, m) functions. CEC Stjepan Picek, Karlo Knezevic, Domagoj Jakobovic
2017	J	`jnl`	On the exponents of APN power functions and Sidon sets, sum-free sets, and Dickson polynomials. IACR Cryptol. ePrint Arch. Claude Carlet, Stjepan Picek
2017	—	`conf`	On the mutual information as a fitness landscape measure. GECCO (Companion) Rebeka Coric, Stjepan Picek, Domagoj Jakobovic, Carlos A. Coello Coello
2017	—	`conf`	One-Class Classification of Low Volume DoS Attacks with Genetic Programming. GPTP Stjepan Picek, Erik Hemberg, Domagoj Jakobovic, Una-May O'Reilly
2017	J	`jnl`	Profiled SCA with a New Twist: Semi-supervised Learning. IACR Cryptol. ePrint Arch. Stjepan Picek, Annelie Heuser, Alan Jovic, Axel Legay, Karlo Knezevic
2017	J	`jnl`	Side-channel Analysis of Lightweight Ciphers: Does Lightweight Equal Easy? IACR Cryptol. ePrint Arch. Annelie Heuser, Stjepan Picek, Sylvain Guilley, Nele Mentens
2017	B	`conf`	Side-channel analysis and machine learning: A practical perspective. IJCNN Stjepan Picek, Annelie Heuser, Alan Jovic, Simone A. Ludwig, Sylvain Guilley, Domagoj Jakobovic, Nele Mentens
2017	J	`jnl`	Template Attack vs Bayes Classifier. IACR Cryptol. ePrint Arch. Stjepan Picek, Annelie Heuser, Sylvain Guilley
2017	J	`jnl`	Template attack versus Bayes classifier. J. Cryptogr. Eng. Stjepan Picek, Annelie Heuser, Sylvain Guilley
2017	J	`jnl`	The secrets of profiling for side-channel analysis: feature selection matters. IACR Cryptol. ePrint Arch. Stjepan Picek, Annelie Heuser, Alan Jovic, Lejla Batina, Axel Legay
2017	B	`conf`	Trade-Offs for S-Boxes: Cryptographic Properties and Side-Channel Resilience. ACNS Claude Carlet, Annelie Heuser, Stjepan Picek
2016	J	`jnl`	A New Cost Function for Evolution of S-Boxes. Evol. Comput. Stjepan Picek, Marko Cupic, Leon Rotim
2016	C	`conf`	A Search Strategy to Optimize the Affine Variant Properties of S-Boxes. WAIFI Stjepan Picek, Bohan Yang, Nele Mentens
2016	Misc	`conf`	Applications of Soft Computing in Cryptology. WISA Stjepan Picek
2016	J	`jnl`	Cryptographic Boolean functions: One output, many design criteria. Appl. Soft Comput. Stjepan Picek, Domagoj Jakobovic, Julian F. Miller, Lejla Batina, Marko Cupic
2016	J	`jnl`	Evolutionary Algorithms for Boolean Functions in Diverse Domains of Cryptography. Evol. Comput. Stjepan Picek, Claude Carlet, Sylvain Guilley, Julian F. Miller, Domagoj Jakobovic
2016	B	`conf`	Evolutionary Algorithms for Finding Short Addition Chains: Going the Distance. EvoCOP Stjepan Picek, Carlos A. Coello Coello, Domagoj Jakobovic, Nele Mentens
2016	—	`conf`	Evolutionary Computation and Cryptology. GECCO (Companion) Stjepan Picek
2016	A	`conf`	Evolving Algebraic Constructions for Designing Bent Boolean Functions. GECCO Stjepan Picek, Domagoj Jakobovic
2016	A	`conf`	Evolving Cryptographic Pseudorandom Number Generators. PPSN Stjepan Picek, Dominik Sisejkovic, Vladimir Rozic, Bohan Yang, Domagoj Jakobovic, Nele Mentens
2016	—	`conf`	Extreme Pipelining Towards the Best Area-Performance Trade-Off in Hardware. AFRICACRYPT Stjepan Picek, Dominik Sisejkovic, Domagoj Jakobovic, Lejla Batina, Bohan Yang, Danilo Sijacic, Nele Mentens
2016	B	`conf`	Maximal nonlinearity in balanced boolean functions with even number of inputs, revisited. CEC Stjepan Picek, Roberto Santana, Domagoj Jakobovic
2016	Misc	`conf`	On the Construction of Hardware-Friendly 4\times 4 and 5\times 5 S-Boxes. SAC Stjepan Picek, Bohan Yang, Vladimir Rozic, Nele Mentens
2016	C	`conf`	PRNGs for Masking Applications and Their Mapping to Evolvable Hardware. CARDIS Stjepan Picek, Bohan Yang, Vladimir Rozic, Jo Vliegen, Jori Winderickx, Thomas De Cnudde, Nele Mentens
2016	—	`conf`	Side-Channel Analysis of Lightweight Ciphers: Does Lightweight Equal Easy? RFIDSec Annelie Heuser, Stjepan Picek, Sylvain Guilley, Nele Mentens
2016	A	`conf`	Tutorials at PPSN 2016. PPSN Carola Doerr, Nicolas Bredèche, Enrique Alba, Thomas Bartz-Beielstein, Dimo Brockhoff, Benjamin Doerr, Gusz Eiben, Michael G. Epitropakis, Carlos M. Fonseca, Andreia P. Guerreiro, Evert Haasdijk, Jacqueline Heinerman, Julien Hubert, Per Kristian Lehre, Luigi Malagò, Juan Julián Merelo Guervós, Julian Francis Miller, Boris Naujoks, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Patricia Ryser-Welch, Giovanni Squillero, Jörg Stork, Dirk Sudholt, Alberto Paolo Tonda, L. Darrell Whitley, Martin Zaefferer
2015	B	`conf`	Analyzing gene expression data: Fuzzy decision tree algorithm applied to the classification of cancer data. FUZZ-IEEE Simone A. Ludwig, Domagoj Jakobovic, Stjepan Picek
2015	—	`—`	Applications of Evolutionary Computation to Cryptology ; Primjene evolucijskog računarstva u kriptologiji. Stjepan Picek
2015	—	`conf`	Cartesian Genetic Programming Approach for Generating Substitution Boxes of Different Sizes. GECCO (Companion) Stjepan Picek, Julian F. Miller, Domagoj Jakobovic, Lejla Batina
2015	C	`conf`	Challenges in designing trustworthy cryptographic co-processors. ISCAS Ricardo Chaves, Giorgio Di Natale, Lejla Batina, Shivam Bhasin, Baris Ege, Apostolos P. Fournaris, Nele Mentens, Stjepan Picek, Francesco Regazzoni, Vladimir Rozic, Nicolas Sklavos, Bohan Yang
2015	A	`conf`	Correlation Immunity of Boolean Functions: An Evolutionary Algorithms Perspective. GECCO Stjepan Picek, Claude Carlet, Domagoj Jakobovic, Julian F. Miller, Lejla Batina
2015	—	`conf`	Evolutionary Approach for Finding Correlation Immune Boolean Functions of Order t with Minimal Hamming Weight. TPNC Stjepan Picek, Sylvain Guilley, Claude Carlet, Domagoj Jakobovic, Julian F. Miller
2015	B	`conf`	Evolutionary Methods for the Construction of Cryptographic Boolean Functions. EuroGP Stjepan Picek, Domagoj Jakobovic, Julian F. Miller, Elena Marchiori, Lejla Batina
2015	—	`conf`	Fault Injection with a New Flavor: Memetic Algorithms Make a Difference. COSADE Stjepan Picek, Lejla Batina, Pieter Buzing, Domagoj Jakobovic
2015	A	`conf`	Fighting the Symmetries: The Structure of Cryptographic Boolean Function Spaces. GECCO Stjepan Picek, Robert I. McKay, Roberto Santana, Tom Gedeon
2015	C	`conf`	Improving DPA resistance of S-boxes: How far can we go? ISCAS Baris Ege, Kostas Papagiannopoulos, Lejla Batina, Stjepan Picek
2015	—	`conf`	Improving the android smartphone security against various malware threats. MIPRO Darko Hrestak, Stjepan Picek, Zeljko Rumenjak
2015	—	`conf`	Modified Transparency Order Property: Solution or Just Another Attempt. SPACE Stjepan Picek, Bodhisatwa Mazumdar, Debdeep Mukhopadhyay, Lejla Batina
2014	A	`conf`	Combining Evolutionary Computation and Algebraic Constructions to Find Cryptography-Relevant Boolean Functions. PPSN Stjepan Picek, Elena Marchiori, Lejla Batina, Domagoj Jakobovic
2014	Misc	`conf`	Confused by Confusion: Systematic Evaluation of DPA Resistance of Various S-boxes. INDOCRYPT Stjepan Picek, Kostas Papagiannopoulos, Baris Ege, Lejla Batina, Domagoj Jakobovic
2014	A	`conf`	Evolving DPA-Resistant Boolean Functions. PPSN Stjepan Picek, Lejla Batina, Domagoj Jakobovic
2014	—	`conf`	Evolving genetic algorithms for fault injection attacks. MIPRO Stjepan Picek, Lejla Batina, Domagoj Jakobovic, Rafael Boix Carpi
2014	A	`conf`	From fitness landscape to crossover operator choice. GECCO Stjepan Picek, Domagoj Jakobovic
2014	—	`conf`	Homomorphic encryption in the cloud. MIPRO Darko Hrestak, Stjepan Picek
2014	—	`conf`	On using genetic algorithms for intrinsic side-channel resistance: the case of AES S-box. CS2@HiPEAC Stjepan Picek, Baris Ege, Lejla Batina, Domagoj Jakobovic, Lukasz Chmielewski, Marin Golub
2014	—	`conf`	Optimality and beyond: The case of 4×4 S-boxes. HOST Stjepan Picek, Baris Ege, Kostas Papagiannopoulos, Lejla Batina, Domagoj Jakobovic
2014	Misc	`conf`	S-box Pipelining Using Genetic Algorithms for High-Throughput AES Implementations: How Fast Can We Go? INDOCRYPT Lejla Batina, Domagoj Jakobovic, Nele Mentens, Stjepan Picek, Antonio de la Piedra, Dominik Sisejkovic
2014	J	`jnl`	S-box pipelining using genetic algorithms for high-throughput AES implementations: How fast can we go? IACR Cryptol. ePrint Arch. Lejla Batina, Domagoj Jakobovic, Nele Mentens, Stjepan Picek, Antonio de la Piedra, Dominik Sisejkovic
2014	C	`conf`	S-box, SET, Match: A Toolbox for S-box Analysis. WISTP Stjepan Picek, Lejla Batina, Domagoj Jakobovic, Baris Ege, Marin Golub
2013	—	`conf`	Evolving cryptographically sound boolean functions. GECCO (Companion) Stjepan Picek, Domagoj Jakobovic, Marin Golub
2013	C	`conf`	Glitch It If You Can: Parameter Search Strategies for Successful Fault Injection. CARDIS Rafael Boix Carpi, Stjepan Picek, Lejla Batina, Federico Menarini, Domagoj Jakobovic, Marin Golub
2013	B	`conf`	On the recombination operator in the real-coded genetic algorithms. IEEE Congress on Evolutionary Computation Stjepan Picek, Domagoj Jakobovic, Marin Golub
2012	B	`conf`	Influence of the crossover operator in the performance of the hybrid Taguchi GA. IEEE Congress on Evolutionary Computation Stjepan Picek, Marin Golub, Domagoj Jakobovic
2012	—	`conf`	On the analysis of experimental results in evolutionary computation. MIPRO Stjepan Picek, Marin Golub, Domagoj Jakobovic
2011	—	`conf`	Evaluation of Crossover Operator Performance in Genetic Algorithms with Binary Representation. ICIC (3) Stjepan Picek, Marin Golub, Domagoj Jakobovic
2011	—	`conf`	On evolutionary computation methods in cryptography. MIPRO Stjepan Picek, Marin Golub