The paper discusses the application of Graph Neural Networks (GNNs) in bolstering defensive cyber operations. With the growing complexity and evolution of cyber attacks, traditional defensive mechanisms are proving inadequate….
Continue readingThe article discusses a new approach to two-factor authentication (2FA) that uses machine learning to continuously verify a user’s identity. The proposed system uses environmental features such as Wi-Fi beacon…
Continue readingThe paper titled ‘Decoupling Pixel Flipping and Occlusion Strategy for Consistent XAI Benchmarks’ explores the issue of feature removal in Explainable AI (XAI). It highlights how occlusion strategies can vary…
Continue readingThe paper presents a model for predicting corn yield using deep neural networks (DNNR). The model considers the interaction between weather and soil variables, challenging the assumption that there is…
Continue readingThis paper presents Ursa, a resource management system for cloud-native microservices. Ursa uses an analytical model to break down the end-to-end Service Level Agreement (SLA) into per-service SLA and maps…
Continue readingThe article introduces Graph2Tac (G2T), a graph neural network that learns hierarchical representations of mathematical concepts in theorem proving. G2T uses a large-scale, graph-based dataset for machine learning in Coq,…
Continue readingThe paper proposes a solution for two-player general-sum differential games using a Pontryagin-mode neural operator. The authors address the curse of dimensionality and convergence issues through physics-informed neural networks. The…
Continue readingThe research paper presents L3Cube-IndicNews, a multilingual text classification corpus specifically focusing on news headlines and articles in Indian regional languages. This includes Hindi, Bengali, Marathi, Telugu, Tamil, Gujarati, Kannada,…
Continue readingThis article reviews the recent advances in intelligent robotic ultrasound (US) imaging systems and the use of machine learning techniques in their development. The authors discuss the robotic mechanisms and…
Continue readingThis research paper examines the vulnerability of Integrated Circuit (IC) supply chains to Hardware Trojans (HTs). The authors introduce a new approach to HT obfuscation that allows HTs to bypass…
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