Advanced International Journal for Research

E-ISSN: 3048-7641   •   Impact Factor: 9.11

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Volume 7 Issue 2
March-April 2026

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Guerrero: An Advanced Anti-Hack Firewall-Enabled Defence Mechanism

Author(s) Dr. M. Balamurugan, Khalandar Basha A, Kathiravan R, Sanjay S, Naveen N C
Country India
Abstract Guerrero was developed to address the limited adaptability of static firewalls in environments exposed to evolving attacks. The framework integrates continuous traffic monitoring, cryptography-based authentication, hybrid attack detection, dynamic firewall enforcement, and service replication. A prototype was implemented using Python, Flask, Scapy, SQL logging, and host-level firewall integration. Evaluation in a controlled testbed showed 96.4% detection accuracy, 97.2% recall, and 99.2% availability during attack simulations, while maintaining low response latency.
Keywords cybersecurity, intrusion detection, dynamic firewall, anomaly detection, service replication
Field Computer Applications
Published In Volume 7, Issue 2, March-April 2026
Published On 2026-04-12
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E-ISSN 3048-7641
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