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arxiv: 2608.09633 · 2 revisions

LoRA-based Adaptation Alone Is Not Enough: Understanding the Limits of Foundation Models for Face Presentation Attack Detection

1. 2026-08-14 CONDITIONAL HIGH v1.4.0-alltime-deepseek-medium novelty 6.0
   117130 ms 19840 in 12779 out 2026-08-14T04:14:02.878436+00:00
2. 2026-08-11 CONDITIONAL MODERATE v1.4.0-daily-deepseek-medium novelty 6.0
   129283 ms 19840 in 15326 out 2026-08-11T13:43:03.602140+00:00