Account Consistency from Gameplay Traces: Same-Player Verification in Counter-Strike 2

arXiv:2608.24893 · cs.AI, cs.LG · Submitted 2026-06-20 · Read on arXiv

cs.AI, cs.LG

Submitted: 2026-06-20

Updated: 2026-08-27

Comments: 10 pages, 1 figure, 9 tables. Major revision: title updated; expanded datasets, strict six-fold evaluation, and additional cross-dataset and robustness analyses

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

Terminology

• Verification — 4× in this paper · explained in 2 episodes
• Consistency — 3× in this paper · explained in 3 episodes
• AUC — 2× in this paper · explained in 2 episodes
• Aggregation — 1× in this paper · explained in 1 episode
• Trace — 1× in this paper · explained in 2 episodes

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