@misc{AftowiczKabinDykaetal., author = {Aftowicz, Marcin and Kabin, Ievgen and Dyka, Zoya and Langend{\"o}rfer, Peter}, title = {Non-Profiled Unsupervised Horizontal Iterative Attack against Hardware Elliptic Curve Scalar Multiplication Using Machine Learning}, series = {Future Internet}, volume = {16}, journal = {Future Internet}, number = {2}, issn = {1999-5903}, doi = {10.3390/fi16020045}, abstract = {While IoT technology makes industries, cities, and homes smarter, it also opens the door to security risks. With the right equipment and physical access to the devices, the attacker can leverage side-channel information, like timing, power consumption, or electromagnetic emanation, to compromise cryptographic operations and extract the secret key. This work presents a side channel analysis of a cryptographic hardware accelerator for the Elliptic Curve Scalar Multiplication operation, implemented in a Field-Programmable Gate Array and as an Application-Specific Integrated Circuit. The presented framework consists of initial key extraction using a state-of-the-art statistical horizontal attack and is followed by regularized Artificial Neural Networks, which take, as input, the partially incorrect key guesses from the horizontal attack and correct them iteratively. The initial correctness of the horizontal attack, measured as the fraction of correctly extracted bits of the secret key, was improved from 75\% to 98\% by applying the iterative learning.}, language = {en} } @misc{MykytynBrzozowskiDykaetal., author = {Mykytyn, Pavlo and Brzozowski, Marcin and Dyka, Zoya and Langendoerfer, Peter}, title = {A Survey on sensor- and communication-based issues of autonomous UAVs}, series = {Computer Modeling in Engineering \& Sciences}, volume = {138}, journal = {Computer Modeling in Engineering \& Sciences}, number = {2}, publisher = {Tech Science Press}, issn = {1526-1506}, doi = {10.32604/cmes.2023.029075}, pages = {1019 -- 1050}, language = {en} } @misc{AftowiczKabinDykaetal., author = {Aftowicz, Marcin and Kabin, Ievgen and Dyka, Zoya and Langend{\"o}rfer, Peter}, title = {Advantages of unsupervised learning analysis methods in single-trace SCA attacks}, series = {Microprocessors and Microsystems}, volume = {105}, journal = {Microprocessors and Microsystems}, publisher = {Elsevier BV}, issn = {0141-9331}, doi = {10.1016/j.micpro.2023.104994}, pages = {10}, language = {en} } @misc{KabinSchaeffnerSigourouetal., author = {Kabin, Ievgen and Schaeffner, Jan and Sigourou, Alkistis and Petryk, Dmytro and Dyka, Zoya and Klein, Dominik and Freud, Sven and Langend{\"o}rfer, Peter}, title = {Stealth attacks on PCBs: an experimental plausibility analysis}, series = {2024 IEEE International Conference on Cyber Security and Resilience (CSR)}, journal = {2024 IEEE International Conference on Cyber Security and Resilience (CSR)}, publisher = {IEEE}, doi = {10.1109/CSR61664.2024.10679465}, pages = {905 -- 912}, language = {en} } @misc{KabinDykaSigourouetal., author = {Kabin, Ievgen and Dyka, Zoya and Sigourou, Alkistis-Aikaterini and Langend{\"o}rfer, Peter}, title = {Static power consumption as a new side-channel analysis threat to elliptic curve cryptography implementations}, series = {2024 IEEE International Conference on Cyber Security and Resilience (CSR)}, journal = {2024 IEEE International Conference on Cyber Security and Resilience (CSR)}, publisher = {IEEE}, doi = {10.1109/CSR61664.2024.10679507}, pages = {884 -- 889}, language = {en} } @misc{MykytynBrzozowskiDykaetal., author = {Mykytyn, Pavlo and Brzozowski, Marcin and Dyka, Zoya and Langend{\"o}rfer, Peter}, title = {Towards secure and reliable heterogeneous real-time telemetry communication in autonomous UAV swarms}, series = {Poster : iCCC2024 - iCampµs Cottbus Conference 2024-05-14 - 2024-05-16 Cottbus}, journal = {Poster : iCCC2024 - iCampµs Cottbus Conference 2024-05-14 - 2024-05-16 Cottbus}, publisher = {AMA Service GmbH}, address = {Von-M{\"u}nchhausen-Str. 49, 31515 Wunstorf, Germany}, doi = {10.5162/iCCC2024/P15}, pages = {222 -- 225}, language = {en} } @misc{KabinLangendoerferDyka, author = {Kabin, Ievgen and Langendoerfer, Peter and Dyka, Zoya}, title = {Exploiting static power consumption in side-channel analysis}, series = {2024 IEEE 25th Latin American Test Symposium (LATS)}, journal = {2024 IEEE 25th Latin American Test Symposium (LATS)}, publisher = {IEEE}, doi = {10.1109/LATS62223.2024.10534604}, pages = {1 -- 4}, language = {en} } @misc{DykaKabinBrzozowskietal., author = {Dyka, Zoya and Kabin, Ievgen and Brzozowski, Marcin and Panic, Goran and Calligaro, Cristiano and Krstic, Milos and Langendoerfer, Peter}, title = {On the influence of cell libraries and other parameters to SCA resistance of crypto IP cores}, series = {2024 13th Mediterranean Conference on Embedded Computing (MECO)}, journal = {2024 13th Mediterranean Conference on Embedded Computing (MECO)}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {979-8-3503-8756-8}, doi = {10.1109/MECO62516.2024.10577776}, pages = {1 -- 5}, abstract = {The ever-growing complexity of modern systems as well as the shrinking time to market enforces the use of already designed hardware components i.e. hard and soft IP cores. The fact that also requirements with respect to security significantly increased and that side-channel analysis (SCA) attacks are meanwhile a well-known threat it is paramount to ensure SCA resistance of ASICs and FPGA implementations derived from cryptographic IP cores. This requires to evaluate this feature for each IP core and target technology even down to the level of the cell library. The experiments reported here clearly show that the three available cell libraries even though developed for the same 130nm technology of IHP exhibit different sensitivity to SCA attacks ranging from quite resistant to very vulnerable.}, language = {en} } @misc{ShamilyanKabinDykaetal., author = {Shamilyan, Oxana and Kabin, Ievgen and Dyka, Zoya and Langend{\"o}rfer, Peter}, title = {Resilient movement planning for continuum robots}, series = {MODeM 2024 : Multi-Objective Decision Making Workshop at ECAI 2024, 20 October 2024, Santiago de Compostela, Spain}, journal = {MODeM 2024 : Multi-Objective Decision Making Workshop at ECAI 2024, 20 October 2024, Santiago de Compostela, Spain}, doi = {10.48550/arXiv.2404.06178}, pages = {1 -- 7}, abstract = {The paper presents an experimental study of resilient path planning for con-tinuum robots taking into account the multi-objective optimisation problem. To do this, we used two well-known algorithms, namely Genetic algorithm and A* algorithm, for path planning and the Analytical Hierarchy Process algorithm for paths evaluation. In our experiment Analytical Hierarchy Process algorithm considers four different criteria, i.e. distance, motors damage, mechanical damage and accuracy each considered to contribute to the resilience of a continuum robot. The use of different criteria is necessary to increasing the time to maintenance operations of the robot. The experiment shows that on the one hand both algorithms can be used in combination with Analytical Hierarchy Process algorithm for multi criteria path-planning, while Genetic algorithm shows superior performance in the comparison of the two algorithms.}, language = {en} }