2 citations · 5 across the 14 of their papers we have counts for
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cs.CR2026
Rethinking On-Device LLM Reasoning: Why Analogical Mapping Outperforms Abstract Thinking for IoT DDoS Detection
William Pan, Guiran Liu, Binrong Zhu +4
The rapid expansion of IoT deployments has intensified cybersecurity threats, notably Distributed Denial of Service (DDoS) attacks, characterized by increasingly sophisticated patt…
cs.CR2024★ 1 cited
Balancing Innovation and Privacy: Data Security Strategies in Natural Language Processing Applications
Shaobo Liu, Guiran Liu, Binrong Zhu +3
This research addresses privacy protection in Natural Language Processing (NLP) by introducing a novel algorithm based on differential privacy, aimed at safeguarding user data in c…