Cyber Intelligence and Information Retrieval : Proceedings of CIIR 2023, Volume 2 / / edited by Soumi Dutta, Abhishek Bhattacharya, Celia Shahnaz, Satyajit Chakrabarti

• Record Nr.: UNINA9910874692203321
• Autore: Dutta Soumi
• Pubbl/distr/stampa: Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024
• ISBN: 9789819735945; 9819735947
• Edizione: [1st ed. 2024.]
• Descrizione fisica: 1 online resource (493 pages)
• Collana: Lecture Notes in Networks and Systems, , 2367-3389 ; ; 1025
• Altri autori (Persone): BhattacharyaAbhishek; ShahnazCelia; ChakrabartiSatyajit
• Disciplina: 006.3
• Soggetti: Computational intelligence; Information storage and retrieval systems; Quantitative research; Computer networks - Security measures; Computational Intelligence; Information Storage and Retrieval; Data Analysis and Big Data; Mobile and Network Security
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Nota di contenuto: Preface -- About the Conference -- Contents -- Editors and Contributors -- Cyber Intelligence -- An Innovative Method for DNA Cryptography-Based Digital Signature Verification -- 1 Introduction -- 2 Related Work -- 3 Research Work -- 4 Analysis of Result -- 5 Conclusion -- References -- A Novel Framework for Facial Emotion Detection Using Deep Learning Algorithms for HCI-Enabled System -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Dataset Description -- 4.1 Dataset Standardization -- 4.2 Imbalance of Classes in the Dataset -- 4.3 Elimination of the Problem of Class Imbalance Using the Loss Function -- 5 Methodology for Model Creation -- 6 Experimental Results -- ; 7 Conclusion -- References -- A Performance Analysis to Detect Synthetic Images with Deep Learning-Based Image Classification -- 1 Introduction -- 2 Background -- 3 Method -- 3.1 Data Collection -- 3.2 Data Preprocessing and Augmentation
• Sommario/riassunto: This book features selected research papers presented at the 2nd International Conference on Cyber Intelligence and Information Retrieval (CIIR 2023) held at the Institute of Engineering & Management, Kolkata, India, in association with CSI Kolkata section on 14-15 December 2023. Cyber intelligence and information retrieval are closely related fields that deal with the collection, analysis, and utilization of data and information from various digital sources. These fields are crucial in today's digital age, where vast amounts of data are generated and stored electronically. By combining the strengths of cyber intelligence and information retrieval, organizations can enhance their ability to detect, respond to, and mitigate cyber threats, while also improving their overall cybersecurity posture and decision-making processes. This book comprises high-quality research work by academicians and industrial experts in the field of artificial intelligence, data analytics, computing, and communication, including full-length papers, research-in-progress papers, and case studies related to all the areas of data analytics, machine learning, Internet of Things (IoT), information security, etc.