Preface
This volume contains the papers presented at the AISMA-2021: International Workshop on Advanced in Information Security Management and Applications held on October 1, 2021 in Stavropol, Krasnoyarsk and online.
The International Workshop on Advanced in Information Security Management and Applications aims at bringing together scientists with interests in this field to present recent innovations, find topics of common interest and to stimulate further development of new approaches that greatly make eficient the work of an information security management.
Main topics include (but are not limited to): AI model training in information security, Blockchain technologies, Cryptography and applications, Information risk analysis and applications, Information security awareness and applications, Information security in education, Information security in Internet of Things, Machine learning in information security, Threat detection UAV security control systems.
Submission of papers, review and preparation of proceeding was carried out using a conference management system EasyChair. Research papers appearing in this volume were selected after a blind peer-reviewing by at least two reviewers. The workshop attracted 67 contributions of which 19 papers were accepted for presentation. Additionally, it included 2 invited talks given by Mauro Conti, University of Padua, Italy ”Side and Covert Channels” and Elena Basan, Southern Federal University, Taganrog, Russia ”Analysis of the Impact of a GPS Spoofing Attack on a UAV”.
The workshop, was finally held in Stavropol, Krasnoyarsk and online due to the COVID pandemic hitting all around the world during 2020-2021.
We would like to thank all the authors for their submissions, and our Program Committee members and additional reviewers for their precious work.
October 1, 2021 Online Stavropol, Krasnoyarsk, Russia
Prof. Fabrizio d’Amore, Sapienza Universiat` di Roma, Rome, Italy
Prof. Maria Lapina North-Caucasus Federal
University,
Stavropol, Russia Prof. Vyacheslav Zolotarev Reshetnev Siberian State University of Science and
Technology, Krasnoyarsk, Russia Program Committee
• Fabrizio d’Amore, Sapienza - Universiat` di Roma, Rome, Italy • Maria Lapina, North-Caucasus Federal University, Stavropol, Russia • Vyacheslav Zolotarev, Reshetnev Siberian State University of Science and
Technology, Krasnoyarsk, Russia
• Ivan Azarov, North-Caucasus Federal University, Stavropol, Russia • Anastasia Arkhipova, Novosibirsk State Technical University, Novosibirsk,
Russia • Elena Basan, Southern Federal University, Taganrog, Russia • Roman Voronkin, North-Caucasus Federal University, Stavropol, Russia • Carlos Grilo, Polytechnic of Leiria, Leiria, Portugal • Yevgenia Ishchukova, Southern Federal University, Taganrog, Russia • Elena Maksimova, Russian Technological University, Moscow, Russia • Ekaterina Maro, Southern Federal University, Taganrog, Russia • Massimo Mecella, Sapienza - Universiat` di Roma, Rome, Italy • Evgeny Kostyuchenko, Tomsk State University of Control Systems and
Radioelectronics, Tomsk, Russia • Dmitrii Orel, North-Caucasus Federal University, Stavropol, Russia • Ekaterina Pakulova, Southern Federal University, Rostov-on-Don, Russia • Denis Parfenov, Orenburg State University, Orenburg, Russia • Nikolai Parotkin, Reshetnev Siberian State University of Science and
Technology, Krasnoyarsk, Russia • Peter Peer, University of Ljubljana, Ljubljana, Slovenia • Olga Peskova, Southern Federal University, Taganrog, Russia • Vyacheslav Petrenko, North-Caucasus Federal University, Stavropol, Russia • G S Prakasha, Christ University, Central Campus, India • Fernando da Silva, Polytechnic of Leiria, Leiria, Portugal • Marina Zhukova, Reshetnev Siberian State University of Science and
Technology, Krasnoyarsk, Russia
Analysis of The Impact of a GPS Spoofing Attack on a UAV . . . . . . . . . . . . . . 6-16
Elena Basan, Maria Lapina, Oleg Makarevich and Massimo Mecella
Implementation of Behavioral Indicators in Threat Detection and User Behavior Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17-24
Yegor Anashkin and Marina Zhukova Multisociometrical Readiness Characteristics in Information Security Management . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25-34
Anastasiya Arkhipova Development and Testing of The Information Security Protocol in the Medical Cloud Platform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 35-40 Liudmila Babenko, Evgenia Ishchukova, Dmitriy Alekseev and
Alexander Shumilin Analysis of Attacks on Robotic Operation System . . . . . . . . . . . . . . . . . . . . . . . . . 41-48 Elena Basan, Oleg Khabarov, Nikita Sushkin, Oleg Makarevich and Ivan Azarov Management System Based on PSIM and SIEM Systems . . . . . . . . . . . . . . . . . . 127-136
Dmitrii Orel and Tatiana Guseva Reward Shaping for Deep Reinforcement Learning in VizDoom . . . . . . . . . . . . 157-169
Vitalii Sopov and Ilya Makarov