DL2Fence: Integrating Deep Learning and Frame Fusion for Enhanced Detection and Localization of Refined Denial-of-Service in Large-Scale NoCs

no code implementations • 20 Mar 2024 • Haoyu Wang, Basel Halak, Jianjie Ren, Ahmad Atamli

This study introduces a refined Flooding Injection Rate-adjustable Denial-of-Service (DoS) model for Network-on-Chips (NoCs) and more importantly presents DL2Fence, a novel framework utilizing Deep Learning (DL) and Frame Fusion (2F) for DoS detection and localization.

Ontology Revision based on Pre-trained Language Models

no code implementations • 27 Oct 2023 • Qiu Ji, Guilin Qi, Yuxin Ye, Jiaye Li, Site Li, Jianjie Ren, Songtao Lu

We conduct experiments over 19 ontology pairs and compare our algorithms and scoring functions with existing ones.