Andrew Ilyas

Papers on Lattice

Total citations

Topics

h-index

Publication activitypapers/week, last 8 weeks

Research focus

Open-Source Models & Weights (1)Recommendation & Information Retrieval (1)Tool Use & Agents (1)

Frequent co-authors

Aashiq Muhamed (1)Mona T. Diab (1)Virginia Smith (1)Matthew Jagielski (1)

Papers (1)

Sep 14, 2026

CMU MLSep 14, 2026·also Affiliation:

Pick Your Poison: Learning to Select Poison Sets for Stronger LLM Backdoor Attacks

This work formalizes poison selection as oracle-budgeted set optimization and introduces SAILS (Set-level Audit-Informed Iterative Learned Selection), which learns a set scorer from a few hundred finetune-and-evaluate runs, ranks millions of candidate sets, and audits only a small shortlist.

Aashiq Muhamed, Mona T. Diab, Virginia Smith +2

Open-Source Models & Weights Recommendation & Information Retrieval Tool Use & Agents

Andrew Ilyas

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)

Search

Andrew Ilyas

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)