The Power of Backdoor Absorption in Community Training
It is proved that the success probability of any bounded adversary asymptotically collapses to zero under a defense strategy combining natural absorption, a randomized scheduler, and lazy verification oracle, which yields a provably sound and computationally efficient defense for safety-critical AI.