Aug 2026· International Journal of Innovative Science and Research Technology· 0 citations· 47 references
TL;DR
The Integrated Threat Hunting and Security Orchestration, Automation and Response (SOAR) Automation Workflow (THSAW) is presented highlighting the necessity of shifting from a reactive "alert-driven" posture to a proactive "hunt-driven" methodology to ensure organizational resilience.
Abstract
face of these evolving
dangers. It argues that while compliance-based frameworks provide a necessary governance foundation, they are insufficient
without the integration of proactive strategies like Threat Hunting and Threat Intelligence. In this paper, we present the
Integrated Threat Hunting and Security Orchestration, Automation and Response (SOAR) Automation Workflow (THSAW)
highlighting the necessity of shifting from a reactive "alert-driven" posture to a proactive "hunt-driven" methodology to
ensure organizational resilience. Using a design science paradigm, we describe the solution design rationale and artifact
development. The proactive approach can be used to develop the offensive security-aware environment for organizations to
uncover advanced attack mechanisms and test their ability for attack detection. Experimental results demonstrate the
workflow's effectiveness in autonomous threat detection, behavioral analysis, and automated incident response.
The increasing scale, complexity, and dynamism of modern cyber threats have rendered traditional reactive cybersecurity mechanisms insufficient. This paper introduces an Agentic AI Cybersecurity Framework (AACF) designed to enable autonomous, goal-driven, and adaptive cyber defense operations. Unlike conventional syste...
A snapshot of the literature review of the threat modeling for composable architectures is offered, why automation is difficult in this context is shown, and an automation framework to allocate scarce resources according to risk exposure to composable architecture components is proposed.
Liviu-Mihai Popescu, R. Brad· Future Internet· 0 citations
A structured taxonomy is proposed to organize various dimensions of AI-driven cybersecurity; review them critically; and finally, discuss key challenges, open problems, and emerging trends.
This demo presents a looping process that autonomously mitigates ongoing attacks by extracting security policies from intrusion detection system alerts and automatically reconfiguring distributed firewalls via a provably correct and optimized approach.
This demo presents a looping process that autonomously mitigates ongoing attacks by extracting security policies from intrusion detection system alerts and automatically reconfiguring distributed firewalls via a provably correct and optimized approach.
Unknown authors· 0 citations
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