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F. Araujo

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Preprint Oct 2026

ORCAGen: Orchestrating Context-Aware Malware Deception with RAG-Guided Generative AI

Malware defenses often remove or isolate suspicious programs as quickly as possible. While effective for containment, this approach can also waste an opportunity to observe attacker behavior and deploy targeted countermeasures. ORCAGen takes a different approach: it uses GenAI to build malware-specific deception playbo...

Shihab Ahmed, Md Sajidul Islam Sajid, Teryl Taylor et al. · 0 citations
Conference Open access Jun 2026

AEGIS: Preventing Cross-Domain Resource Abuse in MCP

AEGIS is presented, a policy enforcement component that enables administrators to define fine-grained safeguards against resource abuse across heterogeneous MCP tools and modalities and detects and mitigates abusive behaviors while preserving the flexibility of MCP-based agent ecosystems.

S. Priya, Teryl Taylor, Frederico Araujo · 1 citation

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