Youval Kashuv

Hephaestus: Mixture Generative Modeling with Energy Guidance for Large-scale QoS Degradation

We study the Quality of Service Degradation (QoSD) problem, in which an adversary perturbs edge weights to degrade network performance. This setting arises in both network infrastructures and distributed ML systems, where communication quality, not just connectivity, determines functionality. While…