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20212026
most citedOn the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving

52 citations · 122 across the 21 of their papers we have counts for

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cs.CR2024

Edge-Only Universal Adversarial Attacks in Distributed Learning

Giulio Rossolini, Tommaso Baldi, Alessandro Biondi +1

Distributed learning frameworks, which partition neural network models across multiple computing nodes, enhance efficiency in collaborative edge-cloud systems, but may also introdu…

cs.CL2024★ 4 cited

Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Sania Nayab, Giulio Rossolini, Marco Simoni +4

Today's large language models (LLMs) can solve challenging question-answering tasks, and prompt engineering techniques, such as chain-of-thought (CoT), have gained attention for en…