Trojaning the Alignment: Stealthy Backdoor Attacks against Graph Foundation Models

arXiv:2608.20991 · cs.LG · Submitted 2026-08-21 · Read on arXiv

cs.LG

Submitted: 2026-08-21

Updated: 2026-08-26

Comments: Accepted by ICDM 2026

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Alignment — 1× in this paper · explained in 1 episode
• Foundation Model — 1× in this paper · explained in 3 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes

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