Author

Clément Elliker

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#artificial intelligence Preprint Oct 2026

RAISED: Self-Distillation for Robustness to Prompt Injection in LLM Agents

Tool-using language-model agents are vulnerable to indirect prompt injection because they must act on untrusted external content. Existing training-time defenses can reduce attack success rates, but often at the cost of general capabilities. We show that training-based defenses induce substantial drift in the model's o...

Mohamed Dhouib, Clément Elliker, Alexi Canesse et al. · 0 citations

#machine learning Preprint Sep 2026

Reformulation-Contrastive Learning for Mixed Integer Programs

Mixed-integer linear programs (MILP) model many real-world decision problems, motivating machine-learning methods that exploit recurring structure to accelerate MILP solving. MILPs can admit many equivalent formulations: integrality-preserving changes of variables and the addition of redundant constraints can alter the...

Ousema Bouaneni, Mathis Le Bail, Clément Elliker et al. · 0 citations