Author

Wenbo Jiang

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Preprint Aug 2026

Trigger the Straggler: Load Hijack on Mixture-of-Experts LLMs

Expert parallelism (EP) is a common strategy for serving large Mixture-of-Experts (MoE) models across multiple GPUs by distributing experts among devices. Router decisions then determine both which experts process each token and which GPUs execute the resulting work. This procedure exposes a supply-chain attack surface...

Rui Zhang, Wenbo Jiang, Hong-Wei Li et al. · 1 citation

Preprint Aug 2026

EvoTrustRAG: Evolution-Aware Conflict Attribution and Evidence Handling for Reliable Retrieval-Augmented Generation

Retrieval-Augmented Generation (RAG) improves the factuality of large language models with external knowledge, yet conflicting evidence remains a fundamental challenge in dynamic and adversarial environments. Existing approaches often treat conflicts as static inconsistencies and select more reliable knowledge, overloo...

Xiao-Rui Nie, Hong-Wei Li, Shenghao Wu et al. · 1 citation

Preprint Aug 2026

ARENA: Automated Red-Teaming for Large Audio Language Models

Ablations show that feedback-based refinement and audio-variant search substantially improve attack discovery.

Jiaming He, Zhicong Huang, Tian Jin et al. · 0 citations