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Hung-Mao Chen

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Preprint Sep 2026

C-to-Rust Fallacy: Automatic Refactoring != Memory Security

Rust has emerged as the leading system programming language, offering strong memory and type safety guarantees without compromising performance. This positions it as a compelling alternative to traditional languages like C and C++, which are susceptible to memory security bugs. However, manually transforming C to Rust...

Hung-Mao Chen, Xu He, Bo Lu et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Overflip: Repetition-Induced Label Flips in Guardrail Models

Guardrail models are classifiers deployed to screen malicious prompts and responses in LLM-based services. To meet latency constraints, many lightweight guardrails adopt compact Transformer backbones (e.g., DeBERTa) that are trained with short context windows (typically 512 tokens) and rely on bucketed relative positio...

Xu He, Chih-Hsuan Lin, Hung-Mao Chen et al. · 0 citations

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