Trust Me, I'm Your Developer: Self-Issued Authentication in Large Language Models

arXiv:2609.03247 · cs.CR, cs.AI · Submitted 2026-09-03 · Read on arXiv

cs.CR, cs.AI

Submitted: 2026-09-03

Updated: 2026-09-03

Terminology

Verification — 12× in this paper · explained in 2 episodes
Introspection — 5× in this paper · explained in 2 episodes
Verifier — 4× in this paper · explained in 2 episodes
Benchmark — 3× in this paper · explained in 2 episodes
Conversational False Authentication — 3× in this paper
International Conference on Learning Representations — 3× in this paper
Model-Issued Pseudo-Credential — 3× in this paper
Alignment — 2× in this paper · explained in 1 episode
Benchmarking — 2× in this paper · explained in 3 episodes
Hallucination — 2× in this paper · explained in 3 episodes
Provenance — 2× in this paper · explained in 4 episodes
Sycophancy — 2× in this paper · explained in 4 episodes
AI Agents — 1× in this paper · explained in 2 episodes
Adaptation — 1× in this paper · explained in 1 episode
Adversarial Attacks — 1× in this paper · explained in 1 episode
Agent Architectures — 1× in this paper · explained in 1 episode
Agent Memory — 1× in this paper · explained in 1 episode
Calibration — 1× in this paper · explained in 7 episodes
Core — 1× in this paper · explained in 2 episodes
Empirical Methods in Natural Language Processing — 1× in this paper
GRPO — 1× in this paper · explained in 6 episodes
Large Language Model (LLM) — 1× in this paper · explained in 3 episodes
Meeting of the Association for Computational Linguistics — 1× in this paper
Quantization — 1× in this paper · explained in 12 episodes
Robustness — 1× in this paper · explained in 5 episodes

Trust Me, I'm Your Developer: Self-Issued Authentication in Large Language Models

Terminology

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