Identification and Mitigation of Advanced Cyber Threats in Real-World Environments

Parva Chowdhury; Aditya Goutam Shah; Mamatha Balachandra; Radhika Kamath

doi:10.1007/978-981-96-1206-2_3

Identification and Mitigation of Advanced Cyber Threats in Real-World Environments

Parva Chowdhury
, Aditya Goutam Shah
, Mamatha Balachandra^*
, Radhika Kamath

^*Corresponding author for this work

School of Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In the face of escalating cyber threats, this work offers an in-depth exploration of network intrusion detection, with a particular emphasis on identifying and mitigating advanced cyber threats in real-world network environments. Utilizing the KISTI-IDS2023-CDMC dataset, a complex and realistic platform for the development and evaluation of intrusion detection strategies, this work aims to contribute to the global effort to bolster cybersecurity measures. This research provides valuable insights and proposes innovative solutions that could potentially transform network security practices. The work is structured to initially offer a thorough analysis of the dataset, followed by the introduction of the proposed intrusion detection strategies, and concluding with an evaluation of these strategies in real-world scenarios.

Original language	English
Title of host publication	Information Systems for Intelligent Systems - Proceedings of ISBM 2024
Editors	Chakchai So In, Narendra S. Londhe, Nityesh Bhatt, Meelis Kitsing
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	19-27
Number of pages	9
ISBN (Print)	9789819612055
DOIs	https://doi.org/10.1007/978-981-96-1206-2_3
Publication status	Published - 2025
Event	3rd World Conference on Information Systems for Business Management, ISBM 2024 - Bangkok, Thailand Duration: 12-09-2024 → 13-09-2024

Publication series

Name	Smart Innovation, Systems and Technologies
Volume	430 SIST
ISSN (Print)	2190-3018
ISSN (Electronic)	2190-3026

Conference

Conference	3rd World Conference on Information Systems for Business Management, ISBM 2024
Country/Territory	Thailand
City	Bangkok
Period	12-09-24 → 13-09-24

All Science Journal Classification (ASJC) codes

General Decision Sciences
General Computer Science

Access to Document

10.1007/978-981-96-1206-2_3

Cite this

Chowdhury, P., Shah, A. G., Balachandra, M., & Kamath, R. (2025). Identification and Mitigation of Advanced Cyber Threats in Real-World Environments. In C. S. In, N. S. Londhe, N. Bhatt, & M. Kitsing (Eds.), Information Systems for Intelligent Systems - Proceedings of ISBM 2024 (pp. 19-27). (Smart Innovation, Systems and Technologies; Vol. 430 SIST). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-96-1206-2_3

Chowdhury, Parva ; Shah, Aditya Goutam ; Balachandra, Mamatha et al. / Identification and Mitigation of Advanced Cyber Threats in Real-World Environments. Information Systems for Intelligent Systems - Proceedings of ISBM 2024. editor / Chakchai So In ; Narendra S. Londhe ; Nityesh Bhatt ; Meelis Kitsing. Springer Science and Business Media Deutschland GmbH, 2025. pp. 19-27 (Smart Innovation, Systems and Technologies).

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title = "Identification and Mitigation of Advanced Cyber Threats in Real-World Environments",

abstract = "In the face of escalating cyber threats, this work offers an in-depth exploration of network intrusion detection, with a particular emphasis on identifying and mitigating advanced cyber threats in real-world network environments. Utilizing the KISTI-IDS2023-CDMC dataset, a complex and realistic platform for the development and evaluation of intrusion detection strategies, this work aims to contribute to the global effort to bolster cybersecurity measures. This research provides valuable insights and proposes innovative solutions that could potentially transform network security practices. The work is structured to initially offer a thorough analysis of the dataset, followed by the introduction of the proposed intrusion detection strategies, and concluding with an evaluation of these strategies in real-world scenarios.",

author = "Parva Chowdhury and Shah, \{Aditya Goutam\} and Mamatha Balachandra and Radhika Kamath",

note = "Publisher Copyright: {\textcopyright} The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.; 3rd World Conference on Information Systems for Business Management, ISBM 2024 ; Conference date: 12-09-2024 Through 13-09-2024",

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series = "Smart Innovation, Systems and Technologies",

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editor = "In, \{Chakchai So\} and Londhe, \{Narendra S.\} and Nityesh Bhatt and Meelis Kitsing",

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Chowdhury, P, Shah, AG, Balachandra, M & Kamath, R 2025, Identification and Mitigation of Advanced Cyber Threats in Real-World Environments. in CS In, NS Londhe, N Bhatt & M Kitsing (eds), Information Systems for Intelligent Systems - Proceedings of ISBM 2024. Smart Innovation, Systems and Technologies, vol. 430 SIST, Springer Science and Business Media Deutschland GmbH, pp. 19-27, 3rd World Conference on Information Systems for Business Management, ISBM 2024, Bangkok, Thailand, 12-09-24. https://doi.org/10.1007/978-981-96-1206-2_3

Identification and Mitigation of Advanced Cyber Threats in Real-World Environments. / Chowdhury, Parva; Shah, Aditya Goutam; Balachandra, Mamatha et al.
Information Systems for Intelligent Systems - Proceedings of ISBM 2024. ed. / Chakchai So In; Narendra S. Londhe; Nityesh Bhatt; Meelis Kitsing. Springer Science and Business Media Deutschland GmbH, 2025. p. 19-27 (Smart Innovation, Systems and Technologies; Vol. 430 SIST).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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T1 - Identification and Mitigation of Advanced Cyber Threats in Real-World Environments

AU - Chowdhury, Parva

AU - Shah, Aditya Goutam

AU - Balachandra, Mamatha

AU - Kamath, Radhika

N1 - Publisher Copyright: © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.

PY - 2025

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AB - In the face of escalating cyber threats, this work offers an in-depth exploration of network intrusion detection, with a particular emphasis on identifying and mitigating advanced cyber threats in real-world network environments. Utilizing the KISTI-IDS2023-CDMC dataset, a complex and realistic platform for the development and evaluation of intrusion detection strategies, this work aims to contribute to the global effort to bolster cybersecurity measures. This research provides valuable insights and proposes innovative solutions that could potentially transform network security practices. The work is structured to initially offer a thorough analysis of the dataset, followed by the introduction of the proposed intrusion detection strategies, and concluding with an evaluation of these strategies in real-world scenarios.

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Chowdhury P, Shah AG, Balachandra M , Kamath R. Identification and Mitigation of Advanced Cyber Threats in Real-World Environments. In In CS, Londhe NS, Bhatt N, Kitsing M, editors, Information Systems for Intelligent Systems - Proceedings of ISBM 2024. Springer Science and Business Media Deutschland GmbH. 2025. p. 19-27. (Smart Innovation, Systems and Technologies). doi: 10.1007/978-981-96-1206-2_3

Identification and Mitigation of Advanced Cyber Threats in Real-World Environments

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