Mirjana Stojilovic
EPFL IC IINFCOM PARSA
INJ 235 (Bâtiment INJ)
Station 14
1015 Lausanne
Web site: Web site: https://parsa.epfl.ch/
Web site: Web site: https://ssc.epfl.ch
Biography
Mirjana Stojilović received the Dipl. Ing. and Ph.D. degrees from the School of Electrical Engineering, University of Belgrade, in 2006 and 2013, respectively. From 2010 to 2013, she was collaborating with the Processor Architecture Laboratory at EPFL, visiting periodically as a Guest Researcher. From 2013 to 2016, she worked at the University of Applied Sciences Western Switzerland as a senior researcher, and at EPFL as a lecturer. She joined Parallel Systems Architecture Lab at EPFL in October 2016.Mirjana's main research interests span the areas of field-programmable technology, electronic design automation (EDA), and, more recently, electrical-level attacks and countermeasures for reconfigurable hardware.
Mirjana Stojilović serves on the program committee of the FPGA, FCCM, FPL, and DATE conferences and as a reviewer for IEEE TCAD, TVLSI, TC, TEMC, IEEE Access, IEEE TPDS, and ACM TRETS. She is an associate editor for IEEE ESL and ACM TRETS. In 2021, she was on the Best Paper Award (BPA) committee of the FPGA conference. In 2020, she was nominated for the BPA at the International Conference on Field-Programmable Technology (FPT). Mirjana received the Best Paper Award at 2016 International Symposium on Electromagnetic Compatibility (EMC Europe 2016), Young Scientist Award at 33rd International Conference on Lightning Protection (ICLP2016), and the Young Author Best Paper Award at the 20th Telecommunication Forum in Belgrade (TELFOR 2012). In 2015, the EPFL School of Computer and Communication Sciences (IC) presented her with the Teaching Award.
Publications
Infoscience publications
Infoscience
Side-channel analysis of isogeny-based key encapsulation mechanisms and hash-based digital signatures
Lausanne, EPFL, 2024. DOI : 10.5075/epfl-thesis-9214.X-Attack 2.0: The Risk of Power Wasters and Satisfiability Don’t-Care Hardware Trojans to Shared Cloud FPGAs
IEEE Access. 2024. DOI : 10.1109/ACCESS.2024.3353134.Practical Implementations of Remote Power Side-Channel and Fault-Injection Attacks on Multitenant FPGAs
Security of FPGA-Accelerated Cloud Computing Environments; Springer, Cham, 2023-09-18. p. 101-135.IIBLAST: Speeding Up Commercial FPGA Routing by Decoupling and Mitigating the Intra-CLB Bottleneck
2023-08-21. IEEE/ACM International Conference on Computer-Aided Design (IEEE/ACM ICCAD 2023), San Francisco, CA, USA, October 29 - November 2, 2023. DOI : 10.1109/ICCAD57390.2023.10323897.Temperature Impact on Remote Power Side-Channel Attacks on Shared FPGAs
2023-04-19. Design, Automation and Test in Europe Conference DATE 2023, Antwerp, Belgium, April 17-19, 2023. DOI : 10.23919/DATE56975.2023.10136979.A Visionary Look at the Security of Reconfigurable Cloud Computing
Proceedings of the IEEE. 2023. DOI : 10.1109/JPROC.2023.3330729.Instruction-Level Power Side-Channel Leakage Evaluation of Soft-Core CPUs on Shared FPGAs
Journal of Hardware and Systems Security. 2023. DOI : 10.1007/s41635-023-00135-1.Green Cryptography and Other Optimisations
Lausanne, EPFL, 2023. DOI : 10.5075/epfl-thesis-10505.IIBLAST: Speeding Up Commercial FPGA Routing by Decoupling and Mitigating the Intra-CLB Bottleneck
2023.Instruction-Level Power Side-Channel Leakage Evaluation of Soft-Core CPUs on Shared FPGAs
2023.Evaluating, Exploiting, and Hiding Power Side-Channel Leakage of Remote FPGAs
Lausanne, EPFL, 2023. DOI : 10.5075/epfl-thesis-9918.GRAMM: Fast CGRA Application Mapping Based on A Heuristic for Finding Graph Minors
2023-09-04. 33rd International Conference on Field-Programmable Logic and Applications (FPL), Gothenburg, SWEDEN, SEP 04-08, 2023. p. 305-310. DOI : 10.1109/FPL60245.2023.00052.RDS: FPGA Routing Delay Sensors for Effective Remote Power Analysis Attacks
IACR Transactions on Cryptographic Hardware and Embedded Systems. 2023. DOI : 10.46586/tches.v2023.i2.543-567.Active Wire Fences for Multitenant FPGAs
2023. 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), Tallinn, Estonia, May 3-5, 2023. p. 13-20. DOI : 10.1109/DDECS57882.2023.10138941.The Side-channel Metrics Cheat Sheet
ACM Computing Surveys. 2023-02-02. DOI : 10.1145/3565571.DFAulted: Analyzing and Exploiting CPU Software Faults Caused by FPGA-Driven Undervolting Attacks
IEEE Access. 2022-12-22. DOI : 10.1109/ACCESS.2022.3231753.FPGA-to-CPU Undervolting Attacks
2022-03-22. 25th Design, Automation and Test in Europe, Antwerp, Belgium [Virtual], March 14-23, 2022. p. 999-1004. DOI : 10.23919/DATE54114.2022.9774663.Electrical-Level Attacks on CPUs, FPGAs, and GPUs: Survey and Implications in the Heterogeneous Era
ACM Computing Surveys. 2022-02-03. DOI : 10.1145/3498337.Deep Learning Detection of GPS Spoofing
2022-02-02. 7th International Conference Machine Learning, Optimization, and Data Science (LOD 2021), Grasmere, UK, October 4-8, 2021. p. 527-540. DOI : 10.1007/978-3-030-95467-3_38.A Deep-Learning Approach to Side-Channel Based CPU Disassembly at Design Time
2022-03-22. 25th Design, Automation and Test in Europe Conference and Exhibition (DATE), Antwerp, Belgium [Virtual], March 14-23, 2022. p. 670-675. DOI : 10.23919/DATE54114.2022.9774531.Shared FPGAs and the Holy Grail: Protections against Side-Channel and Fault Attacks
2021-02-04. DATE 2021 Design, Automation and Test in Europe, Virtual, February 1-5, 2021. p. 1645-1650. DOI : 10.23919/DATE51398.2021.9473947.Shrinking FPGA Static Power via Machine Learning-Based Power Gating and Enhanced Routing
IEEE Access. 2021. DOI : 10.1109/ACCESS.2021.3085005.NetCracker: A Peek into the Routing Architecture of Xilinx 7-Series FPGAs
2021-03-01. International Symposium on Field-Programmable Gate Arrays, Virtual Conference, February 28 - March 2, 2021. DOI : 10.1145/3431920.3439285.Nonintrusive and Adaptive Monitoring for Locating Voltage Attacks in Virtualized FPGAs
2020-12-01. 19th International Conference on Field-Programmable Technology (ICFPT), Maui, HI, USA (Virtual conference), December 7-11, 2020. p. 288-289. DOI : 10.1109/ICFPT51103.2020.00050.X-Attack: Remote Activation of Satisfiability Don’t-Care Hardware Trojans on Shared FPGAs
2020. 30th International Conference on Field-Programmable Logic and Applications (FPL), ELECTR NETWORK, August 31 - September 4, 2020. p. 185-192. DOI : 10.1109/FPL50879.2020.00039.A Shared-Memory Parallel Implementation of the RePlAce Global Cell Placer
2020-01-08. 33rd International Conference on VLSI Design and 19th International Conference on Embedded Systems (VLSID), Bangalore, India, January 4-8, 2020. DOI : 10.1109/VLSID49098.2020.00031.Are Cloud FPGAs Really Vulnerable to Power Analysis Attacks?
2020-03-09. Design, Automation and Test in Europe (DATE), Grenoble, France, March 9-13, 2020. p. 1007-1010. DOI : 10.23919/DATE48585.2020.9116481.Built-in Self-Evaluation of First-Order Power Side-Channel Leakage for FPGAs
2020-02-23. 28th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA 2020), Seaside, California, USA, February 23-25, 2020. DOI : 10.1145/3373087.3375318.Closing Leaks: Routing Against Crosstalk Side-Channel Attacks
2020-02-23. 28th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA 2020), Seaside, California, USA, February 23-25, 2020. DOI : 10.1145/3373087.3375319.A machine learning approach for power gating the FPGA routing network
2019-12-11. 2019 International Conference on Field-Programmable Technology (ICFPT), Tianjin, China, December 9-13, 2019. p. 10-18. DOI : 10.1109/ICFPT47387.2019.00010.Physical Side-Channel Attacks and Covert Communication on FPGAs: A Survey
2019-09-08. 29th International Conference on Field Programmable Logic and Applications (FPL), Barcelona, Spain, September 9 - 13, 2019. DOI : 10.1109/FPL.2019.00039.FPGA-Assisted Deterministic Routing for FPGAs
2019-05-20. 2019 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), Rio de Janeiro, Brasil, May 20-24, 2019. p. 155-162. DOI : 10.1109/IPDPSW.2019.00034.Timing Violation Induced Faults in Multi-Tenant FPGAs
2019-03-25. Design, Automation & Test in Europe Conference & Exhibition (DATE), Florence, ITALY, Mar 25-29, 2019. p. 1745-1750. DOI : 10.23919/DATE.2019.8715263.Deterministic Parallel Routing for FPGAs based on Galois Parallel Execution Model
2018-01-01. 28th International Conference on Field Programmable Logic and Applications (FPL), Dublin, IRELAND, Aug 26-31, 2018. p. 21-25. DOI : 10.1109/FPL.2018.00011.Development of a Lightning Location System Based on Electromagnetic Time Reversal: Technical Challenges and Expected Gain
2018. 2018 International Lightning Detection Conference (ILDC), Fort Lauderdale, FL, USA, March 12-15, 2018.Parallel FPGA routing: Survey and challenges
2017-01-01. 2017 27th International Conference on Field Programmable Logic and Applications (FPL), Ghent, Belgium, September 4-8, 2017. p. 1-8. DOI : 10.23919/FPL.2017.8056782.Lightning Location Systems and Interstroke Intervals: Effects of Imperfect Detection Efficiency
2016. 33rd International Conference on Lightning Protection (ICLP), Estoril, Portugal, September 25-30, 2016. DOI : 10.1109/ICLP.2016.7791370.Protection Strategy against IEMI for Wireless Communication Infrastructures
2016. 2016 International Symposium on Electromagnetic Compatibility - EMC Europe, Wroclaw, Poland, September 5-10, 2016. p. 455-460. DOI : 10.1109/EMCEurope.2016.7739189.Evaluation of The Electric-Field Transfer Functions Between IEMI Sources and Banking IT Equipment
2015. Joint IEEE International Symposium on EMC and EMC Europe, Dresden, Germany, August 16-22, 2015. p. 1345-1350. DOI : 10.1109/ISEMC.2015.7256367.The European Project STRUCTURES: Challenges and Results
2015. Joint IEEE International Symposium on EMC and EMC Europe, Dresden, Germany, August 16-22, 2015. p. 1095-1100. DOI : 10.1109/ISEMC.2015.7256321.A Comparator-based Technique for Identification of Intentional Electromagnetic Interference Attacks
2014. International Symposiumm on Electromagnetic Compatibility - EMC Europe 2014, Gothenburg, Sweden, September 1-4, 2014.Influence of LLS Detection Efficiency on the Measured Distribution of Interstroke Intervals
2014. American Electromagnetics International Symposium (AMEREM), Albuquerque, New Mexico, USA, July 27-31, 2014.Selective Flexibility: Creating Domain-Specific Reconfigurable Arrays
Ieee Transactions On Computer-Aided Design Of Integrated Circuits And Systems. 2013. DOI : 10.1109/Tcad.2012.2235127.Other publications
Teaching & PhD
Teaching
Computer Science
Communication Systems
PhD Students
Coulon Louis, Shrivastava Shashwat,Past EPFL PhD Students
Glamocanin Ognjen , Mahmoud Dina Gamaleldin Ahmed Shawky ,Semester and Diploma Projects
Contact me if you are passionate about hardware security, FPGAs, design automation, machine learning, side-channel attacks, cloud computing, parallel CPU/FPGA/GPU computing, or embedded system design.Our current project ideas can be found on this link.
These are only some of the topics we'd be happy to work on. If you'd like to hear more, don't hesitate to contact me; I'd be glad to find other topics of mutual interest.
Semester projects and MSc Theses completed in my research group:
2023-24:
- MSc Thesis, Noémie Jacquemot: Investigation of tools for side-channel analysis during design and development
- Simone Andreani: Enhanced power-wasting circuits for fault injection on cloud FPGAs
- Pedro Chaparro: CPU-to-FPGA undervolting attacks: A case study on Zynq-7000 SoCs
- Omar Hammoud: The evolving frontier of hardware fuzzing: Advantages, drawbacks, and emerging challenges
- Patrick Pataky: Remote physical attacks targeting FPGA partial reconfiguration
2022/23:
- MSc Thesis, Amine Atallah: Deep learning-based reverse engineering of sequences of instructions from EM side-channel leakage in ARM processors
- MSc Thesis, David Dervishi: Remote power side-channel analysis of FPGA partial reconfiguration
- MSc Thesis, Majdouline Ait Yahia: Penetration testing strategy to analyze and mitigate vulnerabilities of a virtual bank
- Andela Kostic: Wires as active fences on shared FPGAs
- Stasa Kostic: Voltage-sensor-controlled active fences on shared FPGAs
- Guillaume Boye: Power side-channel analysis using rank estimation and key enumeration
- Matteo Oldani: Exploration of cache-based side-channel attacks in FPGA SoCs
2021/22:
-- MSc Thesis, David Spielmann: Routing delay sensors for remote power side-channel attacks on FPGAs
-- Lucien Bart: Evaluating and enhancing the performance of MetriSCA Library
-- Pierre Colson: Remote attacks on FPGA clock networks
-- David Dervishi: FPGA-to-CPU fault-injection attacks
-- David Spielmann: Power side-channel analysis on remotely accessible FPGAs
2020/21:
-- Anton Hosgood: Titan benchmark suite: From VTR to Xilinx FPGAs
-- Léa Michelaud: Threshold Implementation of a Block Cipher
-- Arthur Passuello: Remote power side-channel disassembly attacks on ARM-based FPGA SoCs
-- Cédric Holzl: FPGA routing with limited crosstalk side-channel attack opportunities
2019/20:
-- MSc Thesis, Hédi Fendri: ML-based side-channel analysis and disassembly of hardware Root of Trust (Recipient of the Omega Student Award)
-- Cédric Holzl: Secure routing against crosstalk-attacks on FPGAs
-- Morten Petersen: Xilinx Series-7 FPGA Routing Architecture Analysis
-- Gaietan Renault: Experimental comparison of voltage sensors on FPGAs
-- Markus Ding: Parallel FPGA Router compatible with VPR 8.0
-- Dorian Ros: Mutual Information analysis of an FPGA implementation of the AES encryption algorithm
-- Mathieu Caboche: GPU acceleration of electromagnetic time-reversal algorithm
-- Sacha Coppey: Design and performance evaluation of dataflow-enabled domain-specific CGRAs
-- Ahmed Ben Haj Yahia: Customizing FPGA Designs using RapidWright
2018/19:
-- Alexandre Abbey: Differential power analysis attack on an FPGA implementation of AES algorithm
-- Robin Mamie: Designing a multicycle processor in Chisel
-- Frédéric Gessler: A shared-memory parallel implementation of the RePlAce global cell placement algorithm
-- Markus Ding: FPGA Trojan for controlled voltage drop injection
-- Ugo Damiano: Step response characterization of FPGA power delivery networks
2017/18:
-- MSc Thesis, Dario Korolija: FPGA-based hardware acceleration of FPGA routing
-- Alex Ferragni: Attack on Altera FPGAs using bitstreams
-- Martin Chatton: Parallel FPGA routing using recursive net-partitioning
Courses
Information, Computation, Communication
The course objectives are to introduce the students to algorithmic thinking, to get them familiar with the foundations of communication and computer sciences and to develop a first set of skills in programming with the Python language.
Fundamentals of digital systems
Welcome to the introductory course in digital design and computer architecture. In this course, we will embark on a journey into the world of digital systems, exploring the fundamental principles and concepts that underpin modern computing technology.