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Author

Sai Kiran Chillimuntha

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Open access Aug 2026

Associative vs. Distributional: Two Regimes of Backdoor Learning in LoRA-Adapted Code-Generation Models

The results argue against a one-size-fits-all approach to adapter auditing: detection and removal strategies calibrated to one trigger modality can fail outright against the other, and the conditions under which each applies are outlined.

Sai Kiran Chillimuntha, Amrutha Gowri Jayasimha Hanumesh, Jeong Yang · 0 citations

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