Usaldusväärsete arvutisüsteemide keskus
Uurimisrühma juht
Seotud struktuuriüksus
TalTech prioriteetne teadussuund
Klassifikaator (Frascati)
Ülevaade
Usaldusväärsete arvutisüsteemide keskuse uurimistöö põhisuunad hõlmavad laia teemade ringi digitaalsüsteemide (k.a. mitme- ja paljutuumalised süsteemid) projekteerimise, usaldusväärsuse, verifitseerimise ja testimise vallast. Peamised uurimissuunad hõlmavad:• Tehisintellekti-kiibid (koostöö: ETH Zürich, EC Lyon, Bologna Ülikool);• Riistvara turve (koostöö: Delfti TÜ, LIRMM/Montpellier, Airbus, Frankfurt UAS);• Kihiülene usaldusväärsus sensorvõrkudes (koostöö: Testonica Lab OÜ);• Verifitseerimine (omaduste kaevandamine) (koostöö: EPFL/Lausanne, TU Hamburg, Saksa kosmosekeskus DLR)
Seotud projektid
Uurimisrühma liige
Karatopuk, Ali Emre
Roots, Marten
Doktorant
Haseeb, Abdul
Hassan, Muhammad
Endised liikmed
Võtmesõna
nanoelektroonika projekteerimine
turvalisus
verifitseerimine ja test
mitme- ja paljutuumalised süsteemid
närvivõrkude kiirendid
Tähtsamad tulemused
2024. aastal saadi uued teaduskoostöö projektid Chips JU (RIA NextArc) ja Parrot (Prantsuse-Eesti koostöö) raamistikes. Alustati AIRE raamistiku projektid Eesti ettevõtetega Saku Metall ja Skarcon.
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https://doi.org/10.3390/s22041680 - Almeida, F., Imran, M., Raik, J., Pagliarini, S. Ransomware attack as Hardware Trojan : a feasibility and demonstration study // IEEE Access (2022) vol. 10, p. 44827-44839.
https://doi.org/10.1109/ACCESS.2022.3168991 - Kerner, M., Tammemäe, K., Raik, J., Hollstein, T. Triple fixed-point MAC unit for deep learning // Proceedings of the 2021 Design, Automation & Test in Europe (DATE 2021), 1-5 February 2021 : Virtual Conference. : IEEE, 2021. p. 1404-1407.
https://doi.org/10.23919/DATE51398.2021.9474020 - Ghasempouri, T., Raik, J., Paul, K., Reinbrecht, C., Hamdioui, S., Taouil, M. Verifying cache architecture vulnerabilities using a formal security verification flow // Microelectronics reliability (2021) vol. 119, art. 114085.
https://doi.org/10.1016/j.microrel.2021.114085 - Vihman, L., Kruusmaa, M., Raik, J. Systematic review of fault tolerant techniques in underwater sensor networks // Sensors (2021) vol. 21, 9, art. 3264.
https://doi.org/10.3390/s21093264 - Heidari Iman, M.R., Raik, J., Jervan, G., Ghasempouri, T. IMMizer : an innovative cost-effective method for minimizing assertion sets // 2022 25th Euromicro Conference on Digital System Design (DSD) : Maspalomas, Spain 2022 : proceedings. New York : IEEE, 2022. p. 671 - 678.
https://doi.org/10.1109/DSD57027.2022.00095 - Ashjaei, M., Bello, L. L., Daneshtalab, M., Patti, G., Saponara, S., Mubeen, S. Time-Sensitive Networking in automotive embedded systems : state of the art and research opportunities // Journal of Systems Architecture : the EUROMICRO Journal (2021) vol. 117, C
https://doi.org/10.1016/j.sysarc.2021.102137 - Houtan, B., Ashjaei, M., Daneshtalab, M., Sjödin, M., Mubeen, S. Synthesising schedules to improve QoS of best-effort traffic in TSN networks // RTNS'2021 : 29th International Conference on Real-Time Networks and Systems. New York : ACM, 2021. p. 68-77.
https://doi.org/10.1145/3453417.3453423 - Bellman, K., Landauer, C., Dutt, N., Tammemäe, K. et al. Self-aware cyber-physical systems // ACM transactions on cyber-physical systems (2020) vol. 4, 4, p. 1−26.
https://doi.org/10.1145/3375716 - Rezaei, S.H.S.A., Modarressi, M., Ausavarungnirun, R., Daneshtalab, M. et al. NoM: network-on-memory for inter-bank data transfer in highly-banked memories // IEEE computer architecture letters (2020) vol. 19, 1, p. 80-83.
http://dx.doi.org/10.1109/LCA.2020.2990599 - Kaeval, K., Fehenberger, T., Zou, J., Jansen, S. L., Grobe, K., Griesser, H., Elbers, J.-P., Tikas, M., Jervan, G. QoT assessment of the optical spectrum as a service in disaggregated network scenarios // Journal of Optical Communications and Networking (2021) vol. 13, 10, art. 9436771, p. E1-E12.
https://doi.org/10.1364/JOCN.423530 - Ahmed, F., Jenihhin, M. A survey on UAV computing platforms : a hardware reliability perspective // Sensors (2022) vol. 22, 16, art. 6286.
https://doi.org/10.3390/s22166286 - Nazari, N., Mirsalari, S.A., Sinaei, S., Daneshtalab, M. et al. Multi-level binarized LSTM in EEG classification for wearable devices // 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing : PDP 2020, Västerås, Sweden, 11-13 March 2020. Danvers : IEEE, 2020. p. 175-181.
https://doi.org/10.1109/PDP50117.2020.00033 - Loni, M., Mousavi, H., Riazati, M., Daneshtalab, M., Sjodin, M. TAS : Ternarized Neural Architecture Search for Resource-Constrained Edge Devices // 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) : proceedings. : IEEE, 2022. p. 1115-1118.
https://doi.org/10.23919/DATE54114.2022.9774615 - Houtan, B., Bergstrom, A., Ashjaei, M., Daneshtalab, M., Sjodin, M., Mubeen, S. An automated configuration framework for TSN networks // 2021 22nd IEEE International Conference on Industrial Technology (ICIT) : proceedings. Piscataway : IEEE, 2021. p. 771-778.
https://doi.org/10.1109/ICIT46573.2021.9453628 - Loni, M., Zoljodi, A., Majd, A., Ahn, B. H., Daneshtalab, M., Sjödin, M., Esmaeilzadeh, H. FastStereoNet : A fast neural architecture search for improving the inference of disparity estimation on resource-limited platforms // IEEE Transactions on Systems, Man, and Cybernetics : Systems (2022) vol. 52, 8, p. 5222-5234 : ill.
https://doi.org/10.1109/TSMC.2021.3123136 - Berisa, A., Zhao, L., Craciunas, S.S., Ashjaei, M., Mubeen, S., Daneshtalab, M.,Sjödin, M. AVB-aware routing and scheduling for critical traffic in time-sensitive networks with preemption // RTNS '22: Proceedings of the 30th International Conference on Real-Time Networks and Systems. : ACM, 2022. p. 207-218.
https://doi.org/10.1145/3534879.3534926 - Satka, Z., Pantzar, D., Magnusson, A., Ashjaei, M., Fotouhi, H., Sjodin, M.,Daneshtalab, M., Mubeen, S. Developing a translation technique for converged TSN-5G communication // Communication in Automation : 18th IEEE International Workshop on Factory Communication Systems 2022 : WFCS 2022. Danvers : IEEE, 2022. 8 p.
https://doi.org/10.1109/WFCS53837.2022.9779191 - Loni, M., Zoljodi, A., Maier, D., Daneshtalab, M. et al. DenseDisp: Resource-Aware Disparity Map Estimation by Compressing Siamese Neural Architecture // 2020 IEEE Congress on Evolutionary Computation (CEC) : conference proceedings. Danvers : IEEE, 2020. 8 p.
https://doi.org/10.1109/CEC48606.2020.9185611 - Majd, A., Loni, M., Sahebi, G., Daneshtalab, M. Improving motion safety and efficiency of intelligent autonomous swarm of drones // Drones (2020) vol. 4, 3, art. 48, 19 p. : ill.
https://doi.org/10.3390/drones4030048 - Balakrishnan, A., Lange, T., Glorieux, M., Alexandrescu, D., Jenihhin, M. Composing graph theory and deep neural networks to evaluate SEU type soft error effects // 9th Mediterranean Conference on Embedded Computing (MECO'2020), Budva, Montenegro, 8-11 June 2020. Danvers : IEEE, 2020.
https://doi.org/10.1109/MECO49872.2020.9134279 - Rahbari, D., Alam, M. M., Le Moullec, Y., Jenihhin, M. Fast and fair computation offloading management in a swarm of drones using a rating-based federated learning approach // IEEE Access (2021) vol. 9, p. 113832-113849.
https://doi.org/10.1109/ACCESS.2021.3104117 - Reinbrecht, C., Hamdioui, S., Taouil, M., Niazmand, B., Ghasempouri, T., Raik, J., Sepúlveda, J. LiD-CAT: A lightweight detector for cache ATtacks // 2020 IEEE European Test Symposium (ETS) : ETS 2020, May 25-29, 2020
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https://doi.org/10.1109/ETS48528.2020.9131603 - Satka, Z., Ashjaei, M., Fotouhi, H., Daneshtalab, M., Sjodin, M., Mubeen, S. QoS-MAN : a novel QoS mapping algorithm for TSN-5G flows // 2022 IEEE 28th International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA). Piscataway : IEEE, 2022. p. 220-227.
https://doi.org/10.1109/RTCSA55878.2022.00030 - Leoste, J., Virkus, S., Talisainen, A., Tammemäe, K., Kangur, K., Petriashvili, I. Higher education personnel's perceptions about telepresence robots // Frontiers in Robotics and AI (2022) vol. 9, 14 p. : ill.
https://doi.org/10.3389/frobt.2022.976836 - Päeske, L., Hinrikus, H., Lass, J., Raik, J., Bachmann, M. Negative correlation between functional connectivity and small-worldness in the alpha frequency band of a healthy brain // Frontiers in Physiology (2020) Vol. 11, Art. nr. 910.
https://doi.org/10.3389/fphys.2020.00910 - Houtan, B., Ashjaei, M., Daneshtalab, M., Sjödin, M., Afshar, S., Mubeen, S. Schedulability analysis of best-effort traffic in TSN networks // 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). : IEEE, 2021. 8 l.
https://doi.org/10.1109/ETFA45728.2021.9613511 - Mirsalari, S. A., Nazari, N., Sinaei, S., Salehi, M. E., Daneshtalab, M. FaCT-LSTM : fast and compact ternary architecture for LSTM recurrent neural networks // IEEE design & test (2022) vol. 39, 3, p. 45-53.
https://doi.org/10.1109/MDAT.2021.3070245 - Riazati, M., Daneshtalab, M., Sjodin, M., Lisper, B. DeepHLS: A complete toolchain for automatic synthesis of deep neural networks to FPGA // ICECS 2020 - 27th IEEE International Conference on Electronics, Circuits and Systems, November 23-25, 2020, Virtual Conference : Proceedings. Danvers : IEEE, 2020. 4 p.
https://doi.org/10.1109/ICECS49266.2020.9294881 - Kaeval, K., Jansen, S. L., Spinty, F., Grobe, K., Griesser, H., Fehenberger, T., Tikas, M., Jervan, G. Characterization of the optical spectrum as a service // Journal of Optical Communications and Networking (2022) vol. 14, 5, p. 398-410.
https://doi.org/10.1364/JOCN.454158 - Cardoso Medeiros, G., Gürsoy, C.C., Fieback, M., Jenihhin, M. et al. A DFT scheme to improve coverage of hard-to-detect faults in FinFET SRAMs // 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 9-13 March 2020, Grenoble, France : proceedings. : EDAA, 2020. p. 792-797.
https://doi.org/10.23919/DATE48585.2020.9116278 - Huijsduijnen, L.H., Hoogmoed, T., Keulers, G., Robal, T. et al. Bing-CSF-IDF+: a semantics-driven recommender system for news // New trends in databases and information systems : ADBIS 2020 short papers, Lyon, France, August 25–27, 2020 : proceedings. Cham : Springer, 2020. p. 143−153. (Communications in computer and information science ; 1259).
https://doi.org/10.1007/978-3-030-54623-6_13 - Kaeval, K., Myyry, J., Grobe, K., Grießer, H., Jervan, G. Concatenated GSNR profiles for end-to-end performance estimations in disaggregated networks // 2022 Optical Fiber Communications Conference and Exhibition (OFC) : San Diego, California, USA, 6 – 10 March 2022 : proceedings. : IEEE eXpress Conference Publishing, 2022. 3 p.
https://ieeexplore.ieee.org/document/9748620/figures#figures - Ghasempouri, T., Raik, J., Paul, K., Reinbrecht, C., Hamdioui, S., Taouil, M. A security verification template to assess cache architecture vulnerabilities // 2020 23rd International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), April 22nd – 24th 2020 Novi Sad, Serbia : Proceedings. Danvers : IEEE, 2020. art. 9095707, 6 p.
https://doi.org/10.1109/DDECS50862.2020.9095707 - Shahin, M., Heidari Iman, M.R., Kaushik, M., Sharma, R., Ghasempouri, T., Draheim, D. Exploring factors in a crossroad dataset using cluster-based association rule mining // Procedia computer science (2022) vol. 201, p. 231-238 : ill.
https://doi.org/10.1016/j.procs.2022.03.032 - Forsberg, H., Linden, J., Hjorth, J., Manefjord, T., Daneshtalab, M. Challenges in using neural networks in safety-critical applications // AIAA/IEEE Digital Avionics Systems Conference - Proceedings,, 2020 AIAA/IEEE 39th Digital Avionics Systems Conference (DASC), Virtual Conference, October 11-16, 2020 : Proceedings. Danvers : IEEE, 2020. 7 p.
https://doi.org/10.1109/DASC50938.2020.9256519 - Mirsalari, S.A., Nazari, N., Ansarmohammadi, S.A., Sinaei, S., Salehi, M.E., Daneshtalab, M. ELC-ECG: efficient LSTM cell for ECG classification based on quantized architecture // 2021 IEEE International Symposium on Circuits and Systems (ISCAS), Daegu, Korea May 22-28, 2021 : proceedings. Danvers : IEEE, 2021. 5 p.
https://doi.org/10.1109/ISCAS51556.2021.9401261 - Silva, F. A., Bagbaba, A. C., Ruospo, A., Jenihhin, M. et al. Special session : AutoSoC - a suite of open-source automotive SoC benchmarks // 2020 IEEE 38th VLSI TEST SYMPOSIUM (VTS) - VTS 2020 : proceedings. Danvers : IEEE, 2020. 9 p. : ill.
https://doi.org/10.1109/VTS48691.2020.9107599 - Singh, R., Bohra, M.K., Hemrajani, P., Kalla, A., Bhatt, D.P., Purohit, N., Daneshtalab, M. Review, analysis, and implementation of path selection strategies for 2D NoCs // IEEE Access (2022) Vol. 10, p. 129245 - 129268.
https://doi.org/10.1109/ACCESS.2022.3227460 - Rahbari, D., Alam, M. M., Le Moullec, Y., Jenihhin, M. Edge-to-Fog collaborative computing in a swarm of drones // Advances in Model and Data Engineering in the Digitalization Era : MEDI 2021 International Workshops: DETECT, SIAS, CSMML, BIOC, HEDA, Tallinn, Estonia, June 21–23, 2021 : proceedings. Cham : Springer, 2021. p. 78–87. (Communications in computer and information science ; 1481).
https://doi.org/10.1007/978-3-030-87657-9_6 - Oyeniran, A.S., Ubar, R., Jenihhin, M., Raik, J. High-Level Implementation-Independent Functional Software-Based Self-Test for RISC Processors // Journal of electronic testing : theory and applications (2020) vol. 36, p. 87-103.
https://doi.org/10.1007/s10836-020-05856-7 - Bendouch, M. M., Frasincar, F., Robal, T. Addressing scalability issues in semantics-driven recommender systems // WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence. : ACM, 2021. p. 56-63.
https://doi.org/10.1145/3486622.3493963 - Zoljodi, A., Loni, M., Abadijou, S., Alibeigi, M., Daneshtalab, M. 3DLaneNAS : neural architecture search for accurate and light-weight 3D lane detection // Artificial Neural Networks and Machine Learning - ICANN 2022 : proceedings. Part I. : Springer, 2022. p. 404-415. (Lecture notes in computer science ; 13529).
https://doi.org/10.1007/978-3-031-15919-0_34 - Aksoy, L., Nguyen, Q.-L., Almeida, F., Raik, J., Flottes, M.-L., Dupuis, S., Pagliarini, S. High-level intellectual property obfuscation via decoy constants // 2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design (IOLTS) : Torino, Italy, 28-30 June 2021. : IEEE, 2021. p. 1-7.
https://doi.org/10.1109/IOLTS52814.2021.9486714 - Oyeniran, A.S., Ubar, R., Jenihhin, M., Raik, J. Implementation-independent functional test for transition delay faults in microprocessors // 2020 23rd Euromicro Conference on Digital System Design (DSD), 26-28 August 2020, Kranj, Slovenia. Danvers : IEEE, 2020. p. 646-650.
https://doi.org/10.1109/DSD51259.2020.00105 - Ruberg, P., Meinberg, E., Ellervee, P. Software parser and analyser for hardware performance estimations // 2022 International Conference on Electrical, Computer and Energy Technologies (ICECET), Prague, Czech Republic, 20-22 July 2022. : IEEE, 2022. p. 1-6.
https://doi.org/10.1109/ICECET55527.2022.9872951 - Reinsalu U., Robal T., Leier M. Floor selection proposal for automated travel with smart elevator // Databases and Information Systems : 14th International Baltic Conference, DB&IS 2020, Tallinn, Estonia, June 16-19, 2020 : Proceedings. Cham : Springer, 2020. (Communications in computer and information science ; 1243).
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https://opg.optica.org/abstract.cfm?uri=ECEOC-2022-Mo3B.4 - Fallah, M.K., Mirhosseini, M., Fazlali, M., Daneshtalab, M Scalable parallel genetic algorithm for solving large integer linear programming models derived from behavioral synthesis // 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing : PDP 2020, Västerås, Sweden, 11-13 March 2020. Danvers : IEEE, 2020. p. 390-394.
https://doi.org/10.1109/PDP50117.2020.00066 - Robal, T., Reinsalu, U., Leier, M. Towards personalized elevator travel with smart elevator system // Baltic journal of modern computing (2020) vol. 8, 4, p. 675-697.
https://doi.org/10.22364/bjmc.2020.8.4.12 - Geraeinejad, V., Sinaei, S., Modarressi, M., Daneshtalab, M. RoCo-NAS : robust and compact neural architecture search // 2021 International Joint Conference on Neural Networks (IJCNN) : proceedings. Danvers : IEEE, 2021. 8 l.
https://doi.org/10.1109/IJCNN52387.2021.9534460 - Shalabi, A., Ghasempouri, T., Ellervee, P., Raik, J. SCAAT: Secure cache alternative address table for mitigating cache logical side-channel attacks // 2020 23rd Euromicro Conference on Digital System Design (DSD), 26-28 August 2020, Kranj, Slovenia. Danvers : IEEE, 2020. art, 20035366, p. 213−217.
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https://doi.org/10.1109/MOCAST54814.2022.9837551 - Shalabi, A., Ghasempouri, T., Ellervee, P., Raik, J. CLD : an accurate, cost-effective and scalable run-time Cache Leakage Detector // 2021 24th International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS) : Vienna, Austria, 07-09 April 2021. : IEEE, 2021. p. 127-132 : ill.
https://doi.org/10.1109/DDECS52668.2021.9417071 - Kerner, M., Tammemäe, K., Raik, J., Hollstein, T. Novel architectures for contractive autoencoders with embedded learning // 2020 17th Biennial Baltic electronics conference, Tallinn, Estonia, October 6-8, 2020 : proceedings. Danvers : IEEE, 2020. 6 p. : ill.
https://doi.org/10.1109/BEC49624.2020.9277246 - Leoste, J., Kikkas, K., Tammemäe, K., Rebane, M., Laugasson, E., Hakk, K. Telepresence robots in higher education - the current state of research // Robots in education : RiE 2022. Cham : Springer, 2022. p. 124-134. (Lecture notes in networks and systems ; 515).
https://doi.org/10.1007/978-3-031-12848-6_12 - Jürimägi, L., Ubar, R., Jenihhin, M., Raik, J. Calculation of probabilistic testability measures for digital circuits with Structurally Synthesized BDDs // Microprocessors and microsystems (2020) vol. 77, art. 103117, 12 p.
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https://doi.org/10.3390/electronics11030319 - Balakrishnan, A., Medeiros, G.C., Gürsoy, C.C., Hamdioui, S., Jenihhin, M., Alexandrescu, D. Modeling soft-error reliability under variability // 2021 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT) : 6-8 Oct. 2021. : IEEE, 2021. p. 1-6.
https://doi.org/10.1109/DFT52944.2021.9568295 - Bagbaba, A.C., Jenihhin, M., Ubar, R., Sauer, C. Representing gate-level SET faults by multiple SEU faults on RT-level // 2020 IEEE 26th International Symposium on On-Line Testing and Robust System Design (IOLTS), 13-15 July 2020 : proceedings. Danvers : IEEE, 2020. art. 19889351, 6 p. : ill.
https://doi.org/10.1109/IOLTS50870.2020.9159715 - Nosrati, N., Jenihhin, M., Navabi, Z. MLC: a machine learning based checker for soft error detection in embedded processors // Proceedings - 2022 IEEE 28th International Symposium on On-Line Testing and Robust System Design, IOLTS 2022. New York : IEEE, 2022. Code 183305.
https://doi.org/10.1109/IOLTS56730.2022.9897309 - Riazati, M., Daneshtalab, M., Sjodin, M., Lisper, B. DeepFlexiHLS : Deep Neural Network Flexible High-Level Synthesis Directive Generator // Riazati, M.; Daneshtalab, M.; Sjodin, M.; Lisper, B.. Piscataway : IEEE, 2022. p. 1-6.
https://doi.org/10.1109/NorCAS57515.2022.9934617 - Chaves, C.G., Sepulveda, J., Hollstein, T. Lightweight monitoring scheme for flooding DoS Attack detection in multi-tenant MPSoCs // 2021 IEEE International Symposium on Circuits and Systems (ISCAS), Daegu, Korea May 22-28, 2021 : proceedings. Danvers : IEEE, 2021. 5 p.
https://doi.org/10.1109/ISCAS51556.2021.9401153 - Basov, K., Robal, T., Reinsalu, U., Leier, M. Elevator passenger in-cabin behaviour – a study on Smart-Elevator Platform // Digital Business and Intelligent Systems : 15th International Baltic Conference, Baltic DB&IS 2022, Riga, Latvia, July 4-6, 2022 : proceedings. Cham : Springer Nature, 2022. p. 3-18 : ill. (Communications in computer and information science ; 1598).
https://doi.org/10.1007/978-3-031-09850-5_1 - Bendouch, M.M., Frasincar, F., Robal, T. Enhancing semantics-driven recommender systems with visual features // Advanced Information Systems Engineering34th International Conference, CAiSE 2022, Leuven, Belgium, June 6-10, 2022, Proceedings. Cham : Springer, 2022. p. 443–459. (Lecture notes in computer science ; 13295).
https://doi.org/10.1007/978-3-031-07472-1_26 - Robal, T., Basov, K., Reinsalu, U., Leier, M. A study into elevator passenger in-cabin behaviour on a smart-elevator platform // Baltic Journal of Modern Computing (2022) vol. 10, 4, p. 665-688 : ill.
https://doi.org/10.22364/bjmc.2022.10.4.05 - Eslami, M., Ghasempouri, T., Pagliarini, S. Reusing verification assertions as security checkers for Hardware Trojan detection // 2022 23rd International Symposium on Quality Electronic Design (ISQED), Santa Clara, CA, USA : 06-07 April 2022. : IEEE, 2022. p. 1-6 : ill.
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