11 tháng trước
Honeypots play a critical role in cyber defense by emulating systems that attract and deceive attackers, allowing defenders to monitor malicious behavior in a controlled environment. However, building and maintaining realistic and diverse honeypot environments remains a labor-intensive and technically demanding task, especially when rapid deployment or customization is required….
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Multimodal Windows Malware Detection via Hybrid Analysis and Enriched Graphs: Effectiveness and Explainability
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The increasing number of smart contracts has gained significant attention to the urgency of robust and scalable vulnerability detection techniques to mitigate substantial financial risks associated with their immutable nature on blockchain platforms. This paper introduces structured reasoning prompts using agent-role chaining for vulnerability detection without fine-tuning that utilizes model…
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