David Puertolas Merenciano

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Open-Source Models & Weights (1)Red-Teaming & Adversarial Robustness (1)

Frequent co-authors

Ekaterina Vasyagina (1)Raghav Dixit (1)Kevin Zhu (1)Ruizhe Li (1)

Papers (1)

Feb 16, 2026

David Puertolas Merenciano +6Feb 16, 2026

Weight space Detection of Backdoors in LoRA Adapters

Spot poisoned LoRA adapters without running them: a weight-space analysis achieves 97% accuracy in detecting backdoors, even when the trigger is unknown.

David Puertolas Merenciano, Ekaterina Vasyagina, Raghav Dixit +4

Architecture Design (Transformers, SSMs, MoE)Open-Source Models & Weights Red-Teaming & Adversarial Robustness

Search

David Puertolas Merenciano

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)