2026· International Conference on Security and Cryptography· pp. 289-296· 0 citations· 14 references
Computer Science
TL;DR
An integrated architecture that combines a Cuckoo3 sandbox with a programmable high-interaction honeypot (Honeybus, an extension of LOGistICS, a medium-interaction OT honeypot for Modbus and S7comm) and a forensic visualization tool (ViewMod) is presented.
Abstract
: The convergence of IT and OT networks has exposed Industrial Control Systems (ICS) to targeted malware that abuses industrial protocols. Standalone sandboxes lack the industrial context required to activate OT-specific payloads, whereas honeypots alone cannot safely execute untrusted binaries. This paper presents an integrated architecture that combines a Cuckoo3 sandbox with a programmable high-interaction honeypot (Honeybus, an extension of LOGistICS, a medium-interaction OT honeypot for Modbus and S7comm) and a forensic visualization tool (ViewMod). We validate the architecture by executing FrostyGoop, a Modbus-based ICS malware, against a simulated water-supply control system. The current evaluation focuses on Modbus and a single malware family. Performance benchmarking, systematic evasion testing, and comparison with other honeypots are explicitly identified as future work.
HIVE-AI, a 47,578-LoC honeypot framework deployed continuously on a single 4-vCPU/4-GB Virtual Private Server since 6 April 2026, is presented, a promising low-cost alternative rather than a full substitute for open-source honeypot frameworks.
Sebastián Vargas Yáñez, Sergio Tobón· International Journal of Inf...· 1 citation
Integration of deterministic preprocessing with LLM-based reasoning enables the transformation of raw honeypot logs into structured and actionable cybersecurity intelligence, reducing analyst workload while improving the explainability and reliability of intrusion analysis in near-real-time environments.
Rúben Oliveira, Tiago Gomes, D. Pinho et al.· Journal of Cybersecurity and...· 0 citations
This research aims to develop a prototype of an Adaptive Defense Firewall web application that integrates firewalld, nftables, and fail2ban centrally and is able to dynamically adjust fail2ban mitigation parameters and kernel-level blocking by nftables.
Prasetyo Purnomo, Juarisman, Irma Suwarning Widyastuty et al.· The Indonesian Journal of Co...· 0 citations
This work presents a systematic study of honeypot-aware budget allocation for LLM attack agents and shows that with the proposed detector-guided policy, LLM agent attackers can effectively allocate budget to compromise hosts in a host pool, highlighting the importance of dynamically allocating budget in a controlled mi...
Xin-Hong Xie, Piyush Nagasubramaniam, Neeraj Karamchandani et al.· 0 citations
GenPot is presented, a fine-tuned LLM-powered honeypot that integrates command-line, API, and dynamic web interaction to deliver realistic yet non-compromisable environments and is validated through a 14-day in-the-wild deployment and a human-in-the-loop credibility assessment.
Antonio Lara-Gutierrez, Juan Zamorano, J. A. Onieva· Applied intelligence (Boston...· 0 citations
The work provides an expandable and explainable android malware detection architecture that can be used in academic research, enterprise security operations, and advanced digital forensic investigation, and which may be extended in the future to the scale of validation and on-device detection.
V. V. Rao· i-manager's Journal on Compu...· 0 citations
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