CURRICULUM VITAE. for Stjepan Picek. September 2015 today: Postdoctoral researcher at ESAT/COSIC, KU Leuven, Belgium.
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1 CURRICULUM VITAE for Stjepan Picek Date of Birth: March 14, 1984 Nationality: Croatian address: Work experience: September 2015 today: Postdoctoral researcher at ESAT/COSIC, KU Leuven, Belgium. October 2015 today: Guest lecturer at Faculty of Engineering, University of Rijeka, Croatia. September 2014 September 2015: Ministry of Interior, Zagreb, Croatia. Computer security related work. September 2013 September 2014: Radboud University, The Netherlands. PhD researcher. June 2010 September 2013: Ministry of Interior, Zagreb, Croatia. Computer security related work. March 2010 June 2010: Kapsch Croatia, Zagreb, Croatia. System architect, telecommunication industry. October 2007 March 2010: Ring Datacom, Zagreb, Croatia. Development engineer, telecommunication industry. Education: November 2015: started PhD study in the field of mathematics, University of Paris 8, under the supervision of Claude Carlet. Finished PhD: Title of the thesis: "Applications of Evolutionary Computation to Cryptology". September 2013: started as PhD student in the field of computer science, area of cryptography, Radboud University Nijmegen, The Netherlands (double doctorate with the University of Zagreb), under the supervision of Lejla Batina. March 2008: started part-time PhD study in the field of computer science, area of evolutionary optimization methods, Faculty of Electrical Engineering and Computing, University of Zagreb, Croatia, under the supervision of Domagoj Jakobovic. December 2007: Master s degree with major in Automation and Mechatronics, Faculty of Engineering, University of Rijeka, Croatia.
2 Research Techniques/interests Evolutionary computation. Cryptography. Machine learning. Hardware/software codesign. Key Skills and Experience: Technical Skills: Experience in database development and maintenance. Programming experience in C, C++, Java, Assembly, PL/SQL, Haskell, Python, Tcl, R, Scala, Verilog. Experience with Matlab, Mathematica, R, Sage. Experience in Windows, Unix OS. Experience with GPU programming (CUDA). Language Knowledge: Native language Croatian. Excellent knowledge of English. Good knowledge of German. Basic knowledge of Chinese, Spanish, Russian and Dutch. Research/Teaching Experience: Guest lecturer at the Faculty of Engineering, University of Rijeka, Croatia. Guest lecturer of IEEE CIS Croatia chapter. As part of my PhD study at Radboud University I was involved with the supervision of the students in the side channel practicum as well as with the supervision of student projects. Supervision of students in final projects at the Faculty of Electrical Engineering and Computing, Zagreb, Croatia.
3 Additional Experience: Conferences/workshops/schools attendance: January 2016: finished Ecrypt School on Design for a Secure IoT, Tenerife, Spain. January 2016: Workshop on real world cryptography RWC, Stanford, USA. June 2015: Summer school on real-world cryptography and privacy, Sibenik, Croatia. January 2015: Workshop on real world cryptography RWC, London, UK. June 2014: Summer school on modern aspects of cryptography, Sibenik, Croatia. January 2016: Workshop on real world cryptography RWC, New York, USA. September 2013: Summer school on Design Elliptic Curve Cryptography, Leuven, Belgium. July 2013: Summer school on Design and Security of Cryptographic Functions, Algorithms and Devices, Albena, Bulgaria. June 2013: Ice Break 2013, school on symmetric cryptography, Reykjavik, Iceland. March 2013: short visit (two weeks) to the Radboud University, Nijmegen. Project started under the leadership of assistant professor Lejla Batina. Topic of the project is S-Boxes generation with evolutionary computation. October 2012: finished course on Lattices in Cryptography in ECRYPT II Summer School on Lattices, Porto, Portugal. June 2012: finished course on modern aspects of cryptography in Summer School crypt@b-it, Bonn, Germany (topics: Mobile Phone Security and Privacy, Formal Arguments for Cryptographic Security). August 2010: finished course on modern aspects of cryptography in Summer School crypt@b-it, Bonn, Germany (topics: Pairing-based Cryptography, Lattice-based Cryptanalysis). February 2010: finished course: New computation paradigms: physics-like models of computation, efficient algorithmics in Winter School of Computer Science, Lyon, France. August 2009: finished course Evolutionary Computing Methodologies for Single and Multiobjective Optimization in 19th Jyvaskyla Summer School, Jyvaskyla, Finland. Courses completed: September 2015: finished course on VHDL language and design flow, IMEC Belgium. November 2013: finished course for Side-Channel and Fault Injection analysis in the company Riscure, The Netherlands. February 2013: finished course on GPU programming.
4 Memberships: IEEE Graduate Student Member Member of IEEE Computational Intelligence Society Member of IEEE Computer Society Member of IEEE Communications Society ACM Graduate Student Member SIGEVO Member SIGACT Member IACR Member Cryptologic Research Society of India Committees: Workshop on the design of block ciphers. Zagreb, Croatia (March 2016). Organization and lecturing at the Side channel Analysis workshop, Zagreb 2014, (together with Lejla Batina). Organizational committee for Summer school on real-world crypto and privacy, Šibenik, Croatia (June 2016). Organizational committee for Summer school on real-world crypto and privacy, Šibenik, Croatia (June 2015). Organizational committee for Summer school on Design and security of cryptographic algorithms and devices for real-world applications, Šibenik, Croatia (June 2014). Vice President IEEE CIS Croatia. Management Committee COST Action IC Trustworthy Manufacturing and Utilization of Secure Devices (TRUDEVICE). Management Committee COST Action IC1403 Cryptanalysis of ubiquitous computing systems (CRYPTACUS). Invited talks and tutorials: GECCO 2016 tutorial Evolutionary Computation in Cryptology. PPSN 2016 tutorial Evolutionary Computation in Cryptology.
5 Invited speaker for Trudevice Training School on Trustworthy Manufacturing and Utilization of Secure Devices. Leukerbad, Switzerland, Invited Keynote speaker for WISA 2016 conference, South Korea. Reviewer for journals: CIT Journal of Computing and Information Technology. Neural Computing and Applications. Science China Information Sciences. Awards and scholarships: Short Term Scientific Mission to Telecom ParisTech University, financed by TRUDEVICE COST action (April 2016). Travel grant for Evostar conference 2016, Porto, Portugal, April RWC Workshop scholarship, Stanford, USA January Short Term Scientific Mission to University of Paris 8, financed by TRUDEVICE COST action (October 2015). Student scholarship for GECCO 2015 conference, July EVOSTAR scholarship for EuroGP 2015 conference, April RWC Workshop scholarship, London, UK, January Short Term Scientific Mission to University of Zagreb, financed by TRUDEVICE COST action (February March 2014). RWC Workshop scholarship, New York, USA, January IEEE CIS Outstanding Student-Paper Travel Grants for 2013 IEEE Congress on Evolutionary Computation, Cancun, Mexico (June 2013). Best paper award: Stjepan Picek, Marin Golub: On the Efficiency of Crossover Operators in Genetic Algorithms with Binary Representation. Proceedings of the 2nd WSEAS International Conference on Evolutionary Computing, EC'10, June, Scholarship for the Training School on Trustworthy Manufacturing and Utilization of Secure Devices, Lisbon, Portugal (July 2014). Scholarship for the summer school on Design Elliptic Curve Cryptography, Leuven, Belgium (September 2013).
6 Scholarship for the summer school on Design and Security of Cryptographic Functions, Algorithms and Devices, Albena, Bulgaria (July 2013). Full scholarship for Ice Break 2013, school on symmetric cryptography, Reykjavik, Iceland (June 2013). Full scholarship for the ECRYPT II Summer School on Lattices, Porto (October 2012).
7 Publications: Conferences: 1. S. Picek and M. Golub: The New Negative Slope Coefficient Measure, Proceedings of the 10th WSEAS International Conference on Evolutionary Computing, EC'09, March 23-25, 2009, Prague, Czech Republic, pp , Stjepan Picek and M. Golub: On the Efficiency of Crossover Operators in Genetic Algorithms with Binary Representation, Proceedings of the 2nd WSEAS International Conference on Evolutionary Computing, EC'10, June 13-15, 2010, Iasi, Romania, pp , Stjepan Picek and Marin Golub: On Evolutionary Computation Methods in Cryptography, Proceedings of the Information Systems Security, MIPRO 2011, May 23-27, 2011, Opatija, Croatia, pp , Stjepan Picek, Marin Golub, and Domagoj Jakobović: Evaluation of Crossover Operator Performance in Genetic Algorithms with Binary Representation, Lecture Notes in Computer Science, ISSN , Vol. 6840, August (Conference Proceedings) - February 2012 (LNCS), pp , Stjepan Picek, Marin Golub,and Domagoj Jakobović: On the Analysis of Experimental Results in Evolutionary Computation, Proceedings of the Information Systems Security, MIPRO 2012, May 21-25, 2012, Opatija, Croatia, pp , Stjepan Picek, Marin Golub, and Domagoj Jakobović: Influence of the Crossover Operator in the Performance of the Hybrid Taguchi GA, Proceedings of the 2012 IEEE Congress on Evolutionary Computation, CEC 2012, June 10-15, 2012, Brisbane, Australia, pp , Stjepan Picek, Domagoj Jakobović, and Marin Golub: Evolving Cryptographically Sound Boolean Functions, Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2013, Jully 6-10, 2013, Amsterdam, Nederland, pp , Stjepan Picek, Domagoj Jakobović, and Marin Golub: On the Recombination Operator in the Real-Coded Genetic Algorithms, Proceedings of the 2013 IEEE Congress on Evolutionary Computation, CEC 2013, June 20-23, 2013, Cancun, Mexico, pp , Rafael Boix Carpi, Stjepan Picek, Lejla Batina, Federico Menarini, Domagoj Jakobovic, and Marin Golub. Glitch it if you can: Parameter search strategies for successful fault injection. In Smart Card Research and Advanced Applications - 12th International Conference, CARDIS 2013, Berlin, Germany, November 27-29, Revised Selected Papers, pp , Stjepan Picek, Lejla Batina, and Domagoj Jakobovic. Evolving DPA-resistant Boolean Functions. In Parallel Problem Solving from Nature - PPSN XIII - 13th International Conference, Ljubljana, Slovenia, September 13-17, Proceedings, pp , Stjepan Picek, Elena Marchiori, Lejla Batina, and Domagoj Jakobovic. Combining Evolutionary Computation and Algebraic Constructions to find Cryptography-relevant Boolean Functions. In Parallel Problem Solving from Nature PPSN XIII - 13th International Conference, Ljubljana, Slovenia, September 13-17, Proceedings, pp , Stjepan Picek, Lejla Batina, Domagoj Jakobovic, Baris Ege, and Marin Golub. S-box, Set, Match: A Toolbox for S-box Analysis. In D. Naccache and D. Sauveron, editors, Information Security Theory and Practice. Securing the Internet of Things, volume 8501 of Lecture Notes in Computer Science, pp , 2014.
8 13. Stjepan Picek, Lejla Batina, Domagoj Jakobovic and Rafael Boix Carpi. Evolving genetic algorithms for fault injection attacks. In 37th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2014, Opatija, Croatia, pages , Darko Hrestak, Stjepan Picek. Homomorphic encryption in the cloud. In 37th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2014, Opatija, Croatia, May 26-30, pp , Stjepan Picek, Baris Ege, Lejla Batina, Domagoj Jakobovic, Lukasz Chmielewski and Marin Golub. On Using Genetic Algorithms for Intrinsic Side-channel Resistance: The Case of AES S- box. In Proceedings of the First Workshop on Cryptography and Security in Computing Systems, CS2 14, pp , New York, NY, USA, Stjepan Picek, Baris Ege, Kostas Papagiannopoulos, Lejla Batina and Domagoj Jakobovic. Optimality and beyond: The case of 4x4 s-boxes. In 2014 IEEE International Symposium on Hardware-Oriented Security and Trust, HOST 2014, Arlington, VA, USA, pp , Stjepan Picek and Domagoj Jakobovic. From fitness landscape to crossover operator choice. Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver, BC, Canada, pp , Lejla Batina, Domagoj Jakobovic, Nele Mentens, Stjepan Picek, Antonio dela Piedra, and Dominik Sisejkovic. S-box pipelining using genetic algorithms for high-throughput AES implementations: How fast can we go? In Progress in Cryptology - INDOCRYPT th International Conference on Cryptology in India, New Delhi, India, December 14-17, 2014, Proceedings, pp , Stjepan Picek, Kostas Papagiannopoulos, Bari s Ege, Lejla Batina, and Domagoj Jakobovic. Confused by confusion: Systematic evaluation of DPA resistance of various S-boxes. In Progress in Cryptology - INDOCRYPT th International Conference on Cryptology in India, New Delhi, India, December 14-17, 2014, Proceedings, pp , Stjepan Picek, Domagoj Jakobovic, Julian Miller, Elena Marchiori and Lejla Batina. Evolutionary Methods for the Construction of Cryptographic Boolean Functions. In Proceedings of Genetic Programming - 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, pp Stjepan Picek, Pieter Buzing, Lejla Batina, and Domagoj Jakobovic. Search Strategy for Fault Injection Using Memetic Algorithms. In Constructive Side-Channel Analysis and Secure Design - 6th International Workshop, COSADE 2015, Berlin, Germany, April 13-14, Revised Selected Papers, pp Ricardo Chaves, Giorgio Di Natale, Lejla Batina, Shivam Bhasin, Baris Ege, Apostolos Fournaris, Nele Mentens, Stjepan Picek, Francesco Regazzoni, Vladimir Rozic, Nicolas Sklavos, Bohan Yang. Design of Secure and Side-Channel Resistant Cryptographic Processors. In IEEE International Symposium on Circuits and Systems ISCAS, Lisbon, Portugal, May 24-27, 2015, pp Baris Ege, Kostas Papagiannopoulos, Lejla Batina, and Stjepan Picek. Improving DPA Resistance of S-boxes: How far can we go? In IEEE International Symposium on Circuits and Systems ISCAS, Lisbon, Portugal, May 24-27, 2015, pp Stjepan Picek, Bob McKay, Roberto Santana, and Tom Gedeon. Fighting the Symmetries: The Structure of Cryptographic Boolean Function Spaces. In Proceedings of the 2015 on Genetic and Evolutionary Computation Conference GECCO 2015, Madrid, Spain, pp
9 25. Stjepan Picek, Claude Carlet, Julian Miller, Domagoj Jakobovic, and Lejla Batina. Correlation Immunity of Boolean Functions: An Evolutionary Algorithms Perspective. In Proceedings of the 2015 on Genetic and Evolutionary Computation Conference GECCO 2015, Madrid, Spain, pp Stjepan Picek, Domagoj Jakobovic, Julian Miller, and Lejla Batina. Cartesian Genetic Programming Approach for Generating Substitution Boxes of Different Sizes. In Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference GECCO 2015, Madrid, Spain, pp Darko Hrestak, Stjepan Picek, and Zeljko Rumenjak. Improving the Android Smartphone Security Against Various Threats. In 38th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2015, Opatija, Croatia, pp Simone Ludwig, Domagoj Jakobovic, and Stjepan Picek. Analyzing Gene Expression Data: Fuzzy Decision Tree Algorithm applied to the Classification of Cancer Data. In Proceedings of 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Istanbul, Turkey, 2015, pp Stjepan Picek, Sylvain Guilley, Claude Carlet, Domagoj Jakobovic, and Julian Miller. Evolutionary Approach for Finding Correlation Immune Boolean Functions of Order t with Minimal Hamming Weight. In Proceedings of Theory and Practice of Natural Computing TPNC 2015, Mieres, Spain, 2015, pp Stjepan Picek, Bodhisatwa Mazumdar, Debdeep Mukhopadhyay, Lejla Batina. "Modified Transparency Order Property: Solution or Just Another Attempt." Security, Privacy, and Applied Cryptography Engineering. Springer International Publishing, 2015, pp Stjepan Picek, Carlos A. Coello Coello, Domagoj Jakobovic, and Nele Mentens. Evolutionary Algorithms for Finding Short Addition Chains: Going the Distance. Proceedings of 16th European Conference, EvoCOP 2016, Porto, Portugal, March April 1, 2016, pp Stjepan Picek, Dominik Sisejkovic, Domagoj Jakobovic, Lejla Batina, Bohan Yang, Danilo Sijacic, and Nele Mentens. Extreme Pipelining Towards the Best Area-Performance Trade-off for AES S- boxes. Accepted to Africacrypt international conference, Fes, Morocco, Stjepan Picek, Roberto Santana, and Domagoj Jakobovic. Maximal Nonlinearity in Balanced Boolean Functions with Even Number of Inputs, Revisited. Accepted to CEC 2016 international conference, Vancouver, Canada, Stjepan Picek and Domagoj Jakobovic. Evolving Algebraic Constructions for Designing Bent Boolean Functions. Accepted at GECCO 2016 international conference, Denver, USA Journals: 1. Stjepan Picek and Marin Golub: Dealings with Problem Hardness in Genetic Algorithms, WSEAS Transactions on Computers, Issue 5, Volume 8, May 2009, pp Stjepan Picek and Marin Golub. Comparison of a crossover operator in binary-coded genetic algorithms. WSEAS transactions on computers 9, 2010, pp Stjepan Picek, Domagoj Jakobovic, Julian F. Miller, Lejla Batina, and Marko Cupic. Cryptographic Boolean functions: One output, many design criteria. Applied Soft Computing, Elsevier, Stjepan Picek, Claude Carlet, Sylvain Guilley, Julian Miller, and Domagoj Jakobovic. Evolutionary Algorithms for Boolean Functions in Diverse Domains of Cryptography. Accepted in Evolutionary Computation, 2016.
10 5. Stjepan Picek, Marko Cupic, and Leon Rotim. A New Cost Function for Evolution of S-boxes. Accepted in Evolutionary Computation, In Croatian: 1. Stjepan Picek: Problem decepcije i genetski algoritmi, Proceedings Vol. III., CTS & CIS, MIPRO 2009, , Opatija, Croatia, pp , Stjepan Picek and Marin Golub: Kvantna kriptografija: razvoj i protokoli. Proceedings Vol. V., DE & ISS & miprobis & LG & SP, MIPRO 2009, , Opatija, Croatia, pp , Stjepan Picek and Marin Golub: Neuronska kriptografija kao odgovor na napad kvantnim računalom, Proceedings of the Information Systems Security, MIPRO 2010, May 24-28, 2010, Opatija, Croatia, pp , 2010.
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