Fedor Ivanov
- Director:HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE) / Project Centre for the Advanced Engineering and Mathematics School
- Associate Professor, Senior Research Fellow:HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE) / Department of Cyber-Physical Systems Information Security
- Programme Academic Supervisor:Information Security
- Member of the HSE Academic Council
- Fedor Ivanov has been at HSE University since 2017.
Education and Degrees
- 2023
Doctor of Sciences*
HSE University - 2015
Candidate of Sciences* (PhD)
- 2011
Degree in Mathematics
Far Eastern Federal University
* Candidate of Sciences
According to the International Standard Classification of Education (ISCED) 2011, Candidate of Sciences belongs to ISCED level 8 - "doctoral or equivalent", together with PhD, DPhil, D.Lit, D.Sc, LL.D, Doctorate or similar. Candidate of Sciences allows its holders to reach the level of the Associate Professor.
According to the International Standard Classification of Education (ISCED) 2011, Candidate of Sciences belongs to ISCED level 8 - "doctoral or equivalent", together with PhD, DPhil, D.Lit, D.Sc, LL.D, Doctorate or similar. Candidate of Sciences allows its holders to reach the level of the Associate Professor.
* Doctor of Sciences
A post-doctoral degree called Doctor of Sciences is given to reflect second advanced research qualifications or higher doctorates in ISCED 2011.
A post-doctoral degree called Doctor of Sciences is given to reflect second advanced research qualifications or higher doctorates in ISCED 2011.
Courses (2023/2024)
- Algebra and Geometry (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 1 year, 1, 2 module)Rus
Information and Coding Theories (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); field of study "11.03.02. Инфокоммуникационные технологии и системы связи", field of study "11.03.02. Инфокоммуникационные технологии и системы связи"; 3 year, 1, 2 module)Rus
- Information Theory (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 2 year, 3, 4 module)Rus
- Machine Learning (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 3 year, 1, 2 module)Eng
- Machine Learning (Specialist’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 3 year, 1, 2 module)Eng
- Past Courses
Courses (2022/2023)
- Algebra and Geometry (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 1 year, 1, 2 module)Rus
- Information and Coding Theories (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 3 year, 1, 2 module)Rus
- Information Theory (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 2 year, 3, 4 module)Rus
- Machine Learning (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 3 year, 1, 2 module)Eng
Courses (2021/2022)
- Coding Theory (Optional course (faculty); HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 3, 4 module)Rus
- Information and Coding Theories (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 3 year, 1, 2 module)Rus
- Information Theory (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 3 year, 1 module)Rus
- Modelling of Systems and Processes (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 2 year, 3, 4 module)Rus
Courses (2020/2021)
Calculus (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); field of study "11.03.02. Инфокоммуникационные технологии и системы связи", field of study "10.03.01. Информационная безопасность"; 2 year, 1, 2 module)Rus
- Machine Learning (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 4 year, 1, 2 module)Rus
- Modelling of Systems and Processes (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 2 year, 3, 4 module)Rus
- The General Theory of Communication (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 2 year, 1 module)Rus
Courses (2019/2020)
Calculus (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); field of study "11.03.02. Инфокоммуникационные технологии и системы связи", field of study "10.03.01. Информационная безопасность"; 1 year, 1-4 module)Rus
- Project Seminar (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 4 year, 1-3 module)Rus
Courses (2018/2019)
- Machine Learning (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 3 year, 1, 2 module)Rus
- Numerical Methods (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 4 year, 1 module)Eng
- Probability Theory and Mathematical Statistics (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 2 year, 2-4 module)Rus
- Project Seminar (Bachelor’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 4 year, 1-3 module)Rus
Courses (2017/2018)
Systems and Networks of Information Transfer (Specialist’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 4 year, 3, 4 module)Rus
Publications44
- Article Timokhin I., Ivanov F. Sequential Polar Decoding with Cost Metric Threshold // Applied Sciences (Switzerland). 2024. Vol. 14. No. 5. P. 1847. doi
- Chapter Ilya S. Timokhin, Fedor I. Ivanov. Fast Bit-Flipping Decoding of Polar Codes with Additional Nodes, in: 2023 IEEE 24th International Conference of Young Professionals in Electron Devices and Materials (EDM). IEEE, 2023. doi P. 360-365. doi
- Chapter Kotov F., Ivanov F., Timokhin I. Method of Critical Set construction for Successive Cancellation List Decoder of Polar Codes Based on Deep Learning of Neural Networks, in: 2023 XVIII International Symposium Problems of Redundancy in Information and Control Systems (REDUNDANCY). IEEE, 2023. P. 64-69. doi (in press)
- Article Terry S. C., Ivanov F., Muhammad R. K., Chik H. T., Ji-Jian C., Timothy T. V. New Code-Based Cryptosystems via the IKKR Framework // Journal of Information Security and Applications. 2023. Vol. 76. Article 103530. doi
- Article Timokhin I., Ivanov F. On the improvements of successive cancellation Creeper decoding for polar codes // Digital Signal Processing. 2023. Vol. 137. Article 104008. doi
- Article Ivanov F., Timokhin I. Overview of various methods for decoding and constructing critical sets of polar codes // Journal of Communications and Networks. 2023. P. 1-19. (in press)
- Book Межвузовская научно-техническая конференция студентов, аспирантов и молодых специалистов им. Е.В. Арменского 2023 / Под общ. ред.: Е. А. Крук, С. А. Аксенов, Г. Г. Бондаренко, Л. С. Восков, А. А. Елизаров, Ф. И. Иванов, А. Б. Лось, Н. С. Титкова. МИЭМ НИУ ВШЭ, 2023.
- Chapter Тимохин И. С., Иванов Ф. И. ОПТИМИЗАЦИЯ ПОЛЯРНОГО ФЛИППИНГ-ДЕКОДИРОВАНИЯ С ИСПОЛЬЗОВАНИЕМ КРИТИЧЕСКИХ МНОЖЕСТВ // В кн.: ПРОБЛЕМЫ ИНФОРМАТИКИ В ОБРАЗОВАНИИ, УПРАВЛЕНИИ, ЭКОНОМИКЕ И ТЕХНИКЕ. ПГУ, 2023. С. 42-46. (in press)
- Chapter Тимохин И. С., Иванов Ф. И. Оптимизация полярного флиппинг-декодирования с использованием критических множеств // В кн.: ПРОБЛЕМЫ ИНФОРМАТИКИ В ОБРАЗОВАНИИ, УПРАВЛЕНИИ, ЭКОНОМИКЕ И ТЕХНИКЕ. ПГУ, 2023. С. 42-46. (in press)
- Article Zyablov V., Ivanov F., Krouk E., Sidorenko V. R. On New Problems in Asymmetric Cryptography Based on Error-Resistant Coding // Problems of Information Transmission. 2022. Vol. 58. No. 2. P. 184-201. doi
- Article Ivanov F., Четвериков И. С., Kreshchuk A., Timokhin I. Successive Cancellation Creeper Decoding of Polar Codes // Proceedings of the IEEE. 2022. P. 60-64. doi
- Article Kurmukova A., Ivanov F., Zyablov V. V. Theoretical and experimental upper and lower bounds on the efficiency of convolutional codes in a binary symmetric channel // Problems of Information Transmission. 2022. Vol. 58. No. 2. P. 122-136. doi
- Book Межвузовская научно-техническая конференция студентов, аспирантов и молодых специалистов имени Е.В. Арменского. Материалы конференции / Под общ. ред.: Е. А. Крук, С. А. Аксенов, Г. Г. Бондаренко, Л. С. Восков, А. А. Елизаров, Ф. И. Иванов, А. Б. Лось, Н. С. Титкова. М. : МИЭМ НИУ ВШЭ, 2022.
- Article Ivanov F., Morishnik V., Krouk E. Improved Generalized Successive Cancellation List Flip Decoder of Polar Codes with Fast Decoding of Special Nodes // Journal of Communications and Networks. 2021. Vol. 23. No. 6. P. 417-432. doi
- Chapter Ivanov F., Krouk E., Zyablov V. New Code-Based Cryptosystem Based on Binary Image of Generalized Reed-Solomon Code, in: 2021 XVII International Symposium "Problems of Redundancy in Information and Control Systems" (REDUNDANCY) / Ed. by E. Krouk. IEEE, 2021. doi doi
- Chapter Kuvshinov A., Ivanov F. On the Concatenated Code Construction for Slotted Non-Orthogonal Multiple Access, in: Proceedings of VII International Conference «Engineering & Telecommunication — En&T-2021. IEEE, 2021. P. 1-5. (in press)
- Article Ivanov F., Krouk E., Kabatiansky G. A., Rumenko N. A New Code-Based Cryptosystem // Lecture Notes in Computer Science. 2020. Vol. 12087. P. 41-49. doi
- Chapter Ivanov F., Krouk E., Kabatiansky G. A New Code-Based Cryptosystem, in: Code-Based Cryptography. CBCrypto 2020. Springer, 2020. doi Ch. 3. P. 41-49. doi
- Book Ivanov F., Krouk E., Kabatiansky G. A., Rumenko N. Code-Based Cryptography. CBCrypto 2020. Springer, 2020. doi
- Chapter Ivanov F., Alexey Kreschuk, Krouk E. On the Secret Sharing Scheme Based on Supercodes Decoding, in: 21th IFAC World Congress Vol. 53. Issue 2. Elsevier, 2020. P. 11108-11113. doi
- Chapter Kurmukova A., Ivanov F., Zyablov V. Theoretical Estimates of Burst Error Probability for Convolutional Codes, in: Proceedings of 2020 International Symposium on Information Theory and its Applications. Kapolei, Hawaii: IEEE, 2020.
- Chapter Smeshko A., Ivanov F., Zyablov V. Upper and Lower Estimates of Frame Error Rate for Convolutional Codes, in: Proceedings of 2020 International Symposium on Information Theory and its Applications. Kapolei, Hawaii: IEEE, 2020. P. 160-164.
- Book Материалы конференции. Межвузовская научно-техническая конференция студентов, аспирантов и молодых специалистов им. Е.В. Арменского / Под общ. ред.: Е. А. Крук, С. А. Аксенов, С. М. Авдошин, У. В. Аристова, Г. Г. Бондаренко, Л. С. Восков, А. А. Елизаров, Ф. И. Иванов, А. Б. Лось, Н. С. Титкова. М. : МИЭМ НИУ ВШЭ, 2020.
- Article Дыренков В. С., Шевель Н. М., Иванов Ф. И., Крещук А. А. Оценка пропускной способности многопользовательского векторного дизъюнктивного канала для произвольных входных распределений // Информационные процессы. 2020. Т. 20. № 2. С. 133-141.
- Chapter Ivanov F., Kreshchuk A., Rybin P., Afanassiev V. On the Capacity Estimation of a Slotted Multiuser Communication Channel, in: The 11th International Congress on Ultra Modern Telecommunications and Control Systems (ICUMT 2019). Dublin : IEEE, 2019. P. 1-5. doi
- Chapter Ivanov F., Rybin P., Afanassiev V., Alexey Kreschuk. On the Capacity Estimation of a Slotted Multiuser Communication Channel with Noise, in: 2019 XVI International Symposium "Problems of Redundancy in Information and Control Systems" (REDUNDANCY) / Ed. by E. Krouk, G. A. Kabatiansky, A. P. Kuleshov, G. Kramer. IEEE, 2019. P. 27-31. doi
- Chapter Ivanov F., Krouk E., Kreshchuk A. On the Lightweight McEliece Cryptosystem for Low-Power Devices, in: 2019 XVI International Symposium "Problems of Redundancy in Information and Control Systems" (REDUNDANCY) / Ed. by E. Krouk, G. A. Kabatiansky, A. P. Kuleshov, G. Kramer. IEEE, 2019. P. 133-138. doi
- Chapter Смешко А. А., Ivanov F. Signal-Code Construction Based on Codes on Gilbert-Varshamov Bound for Multiple Access System over Vector-Disjunctive Channel, in: 2019 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom). IEEE, 2019. P. 1-3. doi
- Chapter Смешко А. А., Ivanov F., Zyablov V. The influence of active distances on the distribution of bursts, in: Proceedings of 2019 XVI International Symposium "Problems of Redundancy in Information and Control Systems" (REDUNDANCY). IEEE, 2019. P. 110-114. doi
- Chapter Ivanov F., Rybin P. Novel Signal-Code Construction for Multiple Access System over Vector-Disjunctive Channel, in: Proccedings of the International Symposium on Information Theory and Its Applications (ISITA 2018). IEEE, 2018. Ch. 1. P. 560-564. doi
- Article Rybin P., Ivanov F. On Estimation of the Error Exponent for Finite Length Regular Graph-Based LDPC Codes / Пер. с рус. // Journal of Communications Technology and Electronics. 2018. Vol. 63. No. 12. P. 1518-1523. doi
- Chapter Ivanov F., Kreshchuk A., Zyablov V. On the Local Erasure Correction Capacity of Convolutional Codes, in: Pocceeding of the International Symposium on Information Theory and Its Applications (ISITA 2018). Singapore : IEEE, 2018. P. 296-300. doi
- Chapter Ivanov F., Rybin P. On the Maximal Achievable Rate for Signal-Code Construction Based on Interleaved Reed-Solomon Codes for Multiple Access System Over Vector-Disjunctive Channel, in: 2018 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom). , 2018. doi P. 1-5. doi
- Chapter Ivanov F., Rybin P. Signal-Code Construction Based on Interleaved Reed-Solomon Codes for Multiple Access System over Vector-Disjunctive Channel, in: Proceedings of 2018 IEEE International Conference on Communications (ICC). IEEE, 2018. doi P. 1-5. doi
- Chapter Иванов Ф. И. Исследование корректирующих свойств кодов с малой плотностью проверок, основанных на кодах с повторением и матрицах перестановок // В кн.: Сборник трудов 40-й междисциплинарной школа-конференции «Информационные технологии и системы 2016». [б.и.], 2018.
- Chapter Ivanov F., Rybin P. On the Nested Family of LDPC Codes Based on Golomb Rulers, in: Proceedings of 2017 VI-th International Conference on Engineering and Telecommunication (EnT) 29-30 Nov. 2017. 10662 Los Vaqueros Circle, Los Alamitos, CA 90720: IEEE Computer Society, 2017. doi P. 67-71. doi
- Article Рыбин П. С., Иванов Ф. И. Оценка экспоненты вероятности ошибки для регулярных, основанных на графах МПП-кодов с конечной длиной // Информационные процессы. 2017. Т. 17. № 4. С. 284-293.
- Article Иванов Ф. И. Специальный класс квазициклических кодов с малой плотностью проверок на основе кодов с повторением и матриц перестановок // Проблемы передачи информации. 2017. Т. 53. № 3. С. 30-43. doi
- Chapter Frolov A., Rybin P., Ivanov F. On iterative LDPC-based joint decoding scheme for binary input Gaussian multiple access channel, in: Proceedings of the 2016 XV International Symposium «Problems of Redundancy in Information and Control Systems. Institute of Electrical and Electronics Engineers ( IEEE ), 2016. doi P. 48-52. doi
- Article Ivanov F., Zhilin I. Vectorization of Computations in Decoding of Non-Binary Low-Density Parity-Check Codes / Пер. с рус. // Automation and Remote Control. 2016. Vol. 77. No. 10. P. 1781-1791. doi
- Article Иванов Ф. И., Жилин И. В. Векторизация вычислений при декодировании недвоичных кодов с малой плотностью проверок / Пер. с англ. // Автоматика и телемеханика. 2016. Т. 10. С. 109-122. doi
- Article Ivanov F., Zhilin I., Zyablov V. Generalized error locating codes with soft decoding of inner codes // European Wireless 2015; 21th European Wireless Conference; Proceedings of. 2015. P. 1-5.
- Article Иванов Ф. И., Зяблов В. В. Коды с малой плотностью проверок, основанные на системах Штейнера и матрицах перестановок / Пер. с англ. // Проблемы передачи информации. 2013. Т. 49. № 4. С. 41-56. doi
- Article Иванов Ф. И., Зяблов В. В., Потапов В. Г. Коды с малой плотностью проверок, основанные на полях Галуа / Пер. с англ. // Информационные процессы. 2012. Т. 12. № 1. С. 68-83. doi
Employment history
Professional experience:
- 02.2017 – now.
- Solutions (Call Tracking). Product Owner (www.calltouch.ru)
Main functions:
- Development of algorithms for contextual advertising optimization
- Designing and architecture development of application for contextual advertising optimization
- Preparation of technical specifications for developers and control of implementation
- Management of developing process
- Planning and coordinating of developing process
- Writing of instructions and recommendations both for users and developers
- Development of product's marketing strategy
- Meetings with representatives of agencies and key clients
- Advising of VIP clients
- Planning of product's road map
- Product's presentation and participation in a special conferences
Key achievements:
The number of system's active users has been increased more than 2 times in 3 months. The channels for communication with clients as well as a main processes for client's integration and support were established. Participation in a number of marketing confereneces.
- 09.2011 – now.
Institute for Information Transmission Problems, Russian Academy of Science. Fellow Researcher (www.iitp.ru).
Main functions:
- Fundamental and applied researches conduction in forward error correcting (in such fields as 4G LTE, 5G, LDPC Codes. RS and BCH codes e t c).
- Articles preparation for scientific journals
- Participation in Russian and international workshops and conferences
- Participation in commercial projects (Huawei)
- Computer simulation (MatLab, Python)
Key Achievements:
More that 20 papers published in russian and international journals (indexed by Scopus and WoS). Participation in a number of international conferences such as European Wireless 2015, ACCT e t. c. Participation in commercial projects as (best Huawei project 2016).
- 02.2013 – now.
Moscow Institute of Physics and Technology (State university). Lecturer (www.mitp.ru)
- Lecturing on «Algebraic Codes»
- Taking exams
- 02.2016 – 02.2017.
- Solutions. Senior Product Manager (PM) (www.calltouch.ru).
Main functions:
- Development of algorithms for contextual advertising optimization
- Designing and architecture development of application for contextual advertising optimization
- Preparation of technical specifications for developers and control of implementation
- Management of developing process
- Planning and coordinating of developing process
- Writing of instructions and recommendations both for users and developers
Professional achievements in Calltouch project:
- Сontextual advertising optimization system was designed from scratch. This system demonstrated excellent performance.
- The testing stand that is used for modernization and correction of optimizing algorithms was developed and implemented
- A team of professionals that can solve difficult issues in machine learning and optimization was assembled
- A system that is used for predicting a differences after optimization inclusion was developed. This predictor showed high accuracy in practice.
- 07.2014 – 08.2016.
I-media Marketing Agency. Mathematician (www.imedia.ru).
Main functions:
- Development of algorithms for contextual advertising optimization
- Adjustment and modernization of algorithms mentioned above
- Preparation of technical specifications for developers
- Control of tasks’ implementation
- Testing of optimization algorithms
- Control of algorithms’ implementation and integration in Cross-Channel
Performance Advertising Platform «Origami»
- Analysis of test results
- Reports preparation
Key Achievements:
New conversion optimization system was designed and developed in 6 months. This system allows to decrease cost per action approximately by 30-40% while increasing an amount of conversions by 20-30% (in average). More than 100 clients use the system at this moment.
Engineering and Mathematics School Opens New Master’s Track in AI
The Engineering and Mathematics School run by HSE University and VK is launching a new master’s track: AI Hardware and Software. The track will be part of the Master’s programme ‘Internet of Things and Cyber-physical Systems,’ and will be taught by VK experts and HSE University faculty.
The First Year Results of HSE University and VK Engineering and Mathematics School
Students from the Engineering and Mathematics School, a joint educational programme of HSE University and VK, defended their projects at the VK Moscow office. The students presented technology for generating animated 3D characters, a framework for the PHP language, an open service for creating neural networks and several other innovative IT solutions.
International Olympiad Competitions for University Students and Graduates Supported by VK and Avito
This year’s International Olympiad Competitions for University Students and Graduates, held in 38 subjects, have taken place. Both rounds — qualifying and final — were held in an online format. HSE University and VK Engineering and Mathematics School were the partners of the ‘Computer Systems and Networks’ category, while Avito were the partners for the ‘Applied Mathematics and Computer Science’ category.
Students of Engineering and Mathematics School Present First Project Results
Students of the Engineering and Mathematics School (EMS) launched by HSE University and VK in October 2022 held a Demo Day to showcase the first results of their product- and research-based IT projects. Work on the projects has been conducted under the supervision of experts from the university and mentors from VK.
HSE Academic Council Meets for the Last Time This Academic Year
The meeting was held in person for the first time in over two years. It was attended by Sergey Kravtsov, Russian Minister of Education, and Dmitry Smyslov, Vice President of VK. The Council discussed HSE University’s breakthrough projects in engineering and artificial intelligence and elected new distinguished and tenured professors.
Information Security Research at HSE MIEM
What sets information security apart as a research focus? What projects is HSE MIEM’s Department of Cyber-Physical Systems Information Security currently carrying out? How does research informs teaching? Fedor Ivanov, Associate Professor and Senior Research Fellow at the Department of Cyber-Physical Systems Information Security, has answered these and other questions for the HSE LooK.