7 papers
MultiPhishGuard: An Explainable and Adaptive Multi-Agent LLM System for Phishing Email Detection
Yinuo Xue, Eric Spero, Meng Wai Woo +2
Phishing email detection faces significant challenges due to evolving adversarial tactics and heterogeneous attack patterns. Traditional approaches, such as rule-based filters and…
A Novel Framework To Assess Cybersecurity Capability Maturity
Lasini Liyanage, Nalin Arachchilage, Giovanni Russello
In today's rapidly evolving digital landscape, organisations face escalating cyber threats that can disrupt operations, compromise sensitive data, and inflict financial and reputat…
Zero-Knowledge Proof-based Verifiable Decentralized Machine Learning in Communication Network: A Comprehensive Survey
Zhibo Xing, Zijian Zhang, Ziang Zhang +8
Over recent decades, machine learning has significantly advanced network communication, enabling improved decision-making, user behavior analysis, and fault detection. Decentralize…
Exploring Content Concealment in Email
Lucas Betts, Robert Biddle, Danielle Lottridge +1
The never-ending barrage of malicious emails, such as spam and phishing, is of constant concern for users, who rely on countermeasures such as email filters to keep the intended re…
RAGent: Retrieval-based Access Control Policy Generation
Sakuna Harinda Jayasundara, Nalin Asanka Gamagedara Arachchilage, Giovanni Russello
Manually generating access control policies from an organization's high-level requirement specifications poses significant challenges. It requires laborious efforts to sift through…
Eyes on the Phish(er): Towards Understanding Users' Email Processing Pattern and Mental Models in Phishing Detection
Sijie Zhuo, Robert Biddle, Jared Daniel Recomendable +2
Phishing emails typically masquerade themselves as reputable identities to trick people into providing sensitive information and credentials. Despite advancements in cybersecurity,…