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Explore a lecture on dynamic graph algorithms that presents a novel black-box transformation using differential privacy to convert algorithms designed for oblivious adversaries into ones that can handle adaptive adversaries. Delve into the innovative approach presented by Thatchaphol Saranurak from the University of Michigan, as part of the Dynamic Graphs and Algorithm Design series at the Simons Institute. Gain insights into this cutting-edge technique that bridges the gap between different adversarial models in dynamic algorithm design, potentially revolutionizing the field of graph algorithms and their applications.