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Ngoc Phu Doan | Lattice

Ngoc Phu Doan

Queen’s University Belfast

Papers on Lattice

1

Total citations

0

Topics

2

Publication activitypapers/week, last 8 weeks

Research focus

Data Curation & Synthetic Data (1)Red-Teaming & Adversarial Robustness (1)

Frequent co-authors

Md Abdullah Al Mamun (1)Pedram Zaree (1)Ihsen Alouani (1)Nael Abu-Ghazaleh (1)

Papers (1)

Jun 15, 2026

Jun 15, 2026·also Queen's

Loss Landscape Poisoning: Targeted Extraction of Unseen Training Data from LLMs

Targeted poisoning can manipulate LLMs to leak unseen training data, achieving extraction rates as high as 100%.

Md Abdullah Al Mamun, Ngoc Phu Doan, Pedram Zaree +2

Data Curation & Synthetic Data Red-Teaming & Adversarial Robustness