%PDF-1.5 % 1 0 obj << /Metadata 3 0 R /Names 4 0 R /OpenAction 5 0 R /PageMode /UseOutlines /Pages 6 0 R /Type /Catalog >> endobj 2 0 obj << /Author (Yang Wang; Chenghao Xiao; Yizhi Li; Stuart E. Middleton; Noura Al Moubayed; Chenghua Lin) /Creator (arXiv GenPDF \(tex2pdf:\)) /DOI (https://doi.org/10.48550/arXiv.2507.21750) /License (http://arxiv.org/licenses/nonexclusive-distrib/1.0/) /PTEX.Fullbanner (This is pdfTeX, Version 3.141592653-2.6-1.40.25 \(TeX Live 2023\) kpathsea version 6.3.5) /Producer (pikepdf 8.15.1) /Title (Adversarial Defence without Adversarial Defence: Enhancing Language Model Robustness via Instance-level Principal Component Removal) /Trapped /False /arXivID (https://arxiv.org/abs/2507.21750v1) >> endobj 3 0 obj << /Subtype /XML /Type /Metadata /Length 1782 >> stream Adversarial Defence without Adversarial Defence: Enhancing Language Model Robustness via Instance-level Principal Component RemovalYang WangChenghao XiaoYizhi LiStuart E. 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