Cryptology and Network Security with Machine Learning

Proceedings of ICCNSML 2022
Erscheinungsjahr 2024
ISBN: 978-981-99-2231-4
Verlag: Springer Nature Singapore

Buch, Englisch, 470 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 727 g

Reihe: Algorithms for Intelligent Systems

The book features original papers from International Conference on Cryptology & Network Security with Machine Learning (ICCNSML 2022), organized by PSIT, Kanpur, India during 16 – 18 December 2022. This conference proceeding will provide the understanding of core concepts of Cryptology & Network Security with ML in data communication. The book covers research papers in public key cryptography, elliptic curve cryptography, post quantum cryptography, lattice based cryptography, non-commutative ring based cryptography, cryptocurrency, authentication, key agreement, Hash functions, block/stream ciphers, polynomial based cryptography, code based cryptography, NTRU cryptosystems, security and privacy in machine learning, block chain, IoT security, wireless security protocols, cryptanalysis, number theory, quantum computing, cryptographic aspects of network security, complexity theory, and cryptography with machine learning.

Zielgruppe

Research

Autoren/Hrsg.

Roy, Bimal Kumar

Hasan, Sartaj Ul

Chaturvedi, Atul

Tsaban, Boaz

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Ambient Intelligence, RFID, Internet der Dinge
• Mathematik | Informatik EDV | Informatik Angewandte Informatik
• Technische Wissenschaften Energietechnik | Elektrotechnik Elektrotechnik
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Kryptologie, Informationssicherheit
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik
• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung Netzwerksicherheit

Inhaltsverzeichnis

Role and Applications of Emerging Technologies in Smart City Architecture.- A Review on Blockchain based Electronic Health Record (EHR) system for Secure Data Storage.- SVM-RF: A hybrid machine learning model for detection of malicious network traffic and files.- Key-insulated Aggregate Proxy Signature.- On Comprehensive Study of Cryptocurrency Trend Analysis Based on a Novel Machine Learning Technique.- Flaws of a password-based three-party authenticated key agreement protocol in post-quantum environment Multivariate Aggregate and Multi Signature Scheme.- Optical Network Modeling and Performance using Random Graph Theory.- A Survey on Recent Progress in Blockchain Technology.- Cryptanalysis of lattice based threshold changeable multi-secret sharing scheme.- Amazon Web Service IOT And Authentication of Edge Devices.- On Picture Fuzzy Information Based Hybrid Cryptographic TOPSIS Approach for Best Suitable Cloud Storage & Security Level.- Network Layer Performance of Hybrid Buffer Based Optical Router.- Efficient and secure data aggregation for UAV-to-Ground Station Communication in Smart City Environment.- BBIWMS: A Secure Blockchain Based Framework for Integrated Water Management System for Smart City.- An Intelligent Network Intrusion Detection Framework for Reliable UAV-based Communication

Über Autor(innen)

Bimal Kumar Roy is a former Director of the Indian Statistical Institute (ISI), Kolkata. He is Founder and General-Secretary, Cryptology Research Society of India (CRSI). He is a cryptologist from the Cryptology Research Group of the Applied Statistics Unit of ISI, Kolkata. He received Ph.D. in Combinatorics and Optimization in 1982 from the University of Waterloo under the joint supervision of Ronald C. Mullin and Paul Jacob Schellenberg. Currently, he is working on Combinatorics, and application of Statistics in Cryptology and Design of Experiments. In 2015, He was awarded Padma Shri, India's fourth-highest civilian honour, recognizing his accomplishments and contribution to education. In 2019, He was appointed as the chairperson of the National Statistical Commission, Ministry of Statistics and Programme Implementation, Government of India. He has been a driving force in advancing the important field of cryptology in India, elevating its visibility to international level. He devoted his career to strengthening India's standing in this timely, fast advancing field. Atul Chaturvedi is currently working as Professor in Mathematics at PSIT, Kanpur. He has received his M.Sc., M.Phil. and Ph.D from Dr.B.R.A University, Agra. His research interests include Cryptography and Network Security protocols particularly Lattice based cryptography and Non Commutative Ring based cryptography. He is a life member of Cryptology Research Society of India (CRSI), Indian Society for Technical Education (ISTE) and Indian Science Congress Association (ISCA). He has published various books, research papers in reputed journals and reviewer of many International journals. He has been convener of many national and international conferences/workshops in the area of Cryptology & Network Security under the aegis of various prestigious societies/ organizations like DRDO, ISI Kolkata, AICTE, ISTE etc. He is copyright owner of many cryptographic algorithms (from Department of Industrial policy and promotion, Ministry of Commerce, Government of India). He has/is guided/guiding many doctoral research fellows in the area of Cryptography and Network Security.  Boaz Tsaban is an Israeli mathematician at the faculty of Bar-Ilan University working as a capacity of Professor. His research interests include selection principles within Set Theory and Nonabelian Cryptology, within Mathematical Cryptology. At the age of 16 he was selected with other high school students to attend the first cycle of a special preparation program in mathematics, at Bar-Ilan University, being admitted to regular mathematics courses at the University a year later. He has completed his B.Sc., M.Sc. and Ph.D. degrees with highest distinctions. Two years as a post-doctoral fellow at Hebrew University were followed by a three-year Koshland Fellowship at the Weizmann Institute of Science before he joined the Department of Mathematics, Bar-Ilan University in 2007. Tsaban's doctoral dissertation, supervised by Hillel Furstenberg, won, with Irit Dinur, the Nessyahu prize for the best Ph.D. in mathematics in Israel in 2003. In 2009 he won the Wolf Foundation Krill Prize for Excellence in Scientific Research. Sartaj Ul Hasan is working as an Assistant Professor at IIT Jammu. Prior to joining IIT Jammu, he was a Scientist in DRDO, Delhi from February 2007 to January 2018. From September 2011 to December 2012, he was a postdoctoral fellow at Carleton University, Canada, where he worked with Professor Daniel Panario and Professor Qiang Wang. He received his Ph. D. in 2010 from the Indian Institute of Technology Mumbai, where he was a student of Professor Sudhir R. Ghorpade. His main areas of research interests include Finite Fields, Cryptography, and Coding Theory. He is guiding many doctoral candidates in the field of cryptology and editor of many international journals. He has delivered invited talks/guest lecturers in various institutions of international repute.