arXiv:2610.10597v1 Announce Type: new Abstract: Public leaderboards for AI models are read continuously, and attackers can see every published standing. Vote rigging, selective disclosure of private variants, and benchmark contamination can each move a ranking. Existing guarantees assume genuine records or bound the corruption per step, which an attacker who corrupts in bursts evades.
Certified Corruption Budgets: Anytime-Valid Leaderboard Claims under Adaptive Rigging
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