New bicriteria approximations for bounded-degree TSP variants achieve additive degree violations (+2 for circuits) and match Christofides-Serdyukov cost ratios, answering an open question on additive violations.
Privacy and Security Challenges in Large Language Models
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AVISE provides a new framework and automated SET that identifies jailbreak vulnerabilities in language models with 92% accuracy, finding all nine tested models vulnerable to an augmented Red Queen attack.
Survey of GenAI in PCB design lifecycle presenting taxonomy, technical challenges, and research directions.
VAEs generate synthetic malware to augment datasets, yielding reported gains in accuracy, precision, recall, and F1 for three ML classifiers.
A workshop report catalogues challenges and solution pathways for verification, engineering, and architecting reliable autonomous systems.
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Surveying GenAI-based Automation in Printed Circuit Board Design and Test
Survey of GenAI in PCB design lifecycle presenting taxonomy, technical challenges, and research directions.