Toward Foundation Models for Online Complex Event Detection in CPS-IoT: A Case Study
Fuente:
arXiv
Guardado en:
| Autores principales: | Han, Liying, Dong, Gaofeng, Ouyang, Xiaomin, Kaplan, Lance, Cerutti, Federico, Srivastava, Mani |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
NAROCE: A Neural Algorithmic Reasoner Framework for Online Complex Event Detection
por: Han, Liying, et al.
Publicado: (2025)
por: Han, Liying, et al.
Publicado: (2025)
Foundation Models for CPS-IoT: Opportunities and Challenges
por: Baris, Ozan, et al.
Publicado: (2025)
por: Baris, Ozan, et al.
Publicado: (2025)
An Empirical Evaluation of Neural and Neuro-symbolic Approaches to Real-time Multimodal Complex Event Detection
por: Han, Liying, et al.
Publicado: (2024)
por: Han, Liying, et al.
Publicado: (2024)
LLMSense: Harnessing LLMs for High-level Reasoning Over Spatiotemporal Sensor Traces
por: Ouyang, Xiaomin, et al.
Publicado: (2024)
por: Ouyang, Xiaomin, et al.
Publicado: (2024)
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction
por: Cotti, Luca, et al.
Publicado: (2026)
por: Cotti, Luca, et al.
Publicado: (2026)
Can Time-Series Foundation Models Perform Building Energy Management Tasks?
por: Mulayim, Ozan Baris, et al.
Publicado: (2025)
por: Mulayim, Ozan Baris, et al.
Publicado: (2025)
CoRAST: Towards Foundation Model-Powered Correlated Data Analysis in Resource-Constrained CPS and IoT
por: Hu, Yi, et al.
Publicado: (2024)
por: Hu, Yi, et al.
Publicado: (2024)
Dywave: Event-Aligned Dynamic Tokenization for Heterogeneous IoT Sensing Signals
por: Kimura, Tomoyoshi, et al.
Publicado: (2026)
por: Kimura, Tomoyoshi, et al.
Publicado: (2026)
Accurate Passive Radar via an Uncertainty-Aware Fusion of Wi-Fi Sensing Data
por: Cominelli, Marco, et al.
Publicado: (2024)
por: Cominelli, Marco, et al.
Publicado: (2024)
FlexLoc: Conditional Neural Networks for Zero-Shot Sensor Perspective Invariance in Object Localization with Distributed Multimodal Sensors
por: Wu, Jason, et al.
Publicado: (2024)
por: Wu, Jason, et al.
Publicado: (2024)
ADMN: A Layer-Wise Adaptive Multimodal Network for Dynamic Input Noise and Compute Resources
por: Wu, Jason, et al.
Publicado: (2025)
por: Wu, Jason, et al.
Publicado: (2025)
MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT
por: Ouyang, Xiaomin, et al.
Publicado: (2024)
por: Ouyang, Xiaomin, et al.
Publicado: (2024)
LLM-Driven Auto Configuration for Transient IoT Device Collaboration
por: Shastri, Hetvi, et al.
Publicado: (2025)
por: Shastri, Hetvi, et al.
Publicado: (2025)
Benchmarking Spatiotemporal Reasoning in LLMs and Reasoning Models: Capabilities and Challenges
por: Quan, Pengrui, et al.
Publicado: (2025)
por: Quan, Pengrui, et al.
Publicado: (2025)
On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study
por: Kimura, Tomoyoshi, et al.
Publicado: (2024)
por: Kimura, Tomoyoshi, et al.
Publicado: (2024)
Penetrative AI: Making LLMs Comprehend the Physical World
por: Xu, Huatao, et al.
Publicado: (2023)
por: Xu, Huatao, et al.
Publicado: (2023)
Methodological Insights into Structural Causal Modelling and Uncertainty-Aware Forecasting for Economic Indicators
por: Cerutti, Federico
Publicado: (2025)
por: Cerutti, Federico
Publicado: (2025)
A Survey of Foundation Models for IoT: Taxonomy and Criteria-Based Analysis
por: Wei, Hui, et al.
Publicado: (2025)
por: Wei, Hui, et al.
Publicado: (2025)
Leveraging Foundation Models for Zero-Shot IoT Sensing
por: Xue, Dinghao, et al.
Publicado: (2024)
por: Xue, Dinghao, et al.
Publicado: (2024)
CityGPT: Towards Urban IoT Learning, Analysis and Interaction with Multi-Agent System
por: Guan, Qinghua, et al.
Publicado: (2024)
por: Guan, Qinghua, et al.
Publicado: (2024)
A Unified View of IoT And CPS Security and Privacy
por: Luo, Lan, et al.
Publicado: (2022)
por: Luo, Lan, et al.
Publicado: (2022)
KESIC: Kerberos Extensions for Smart, IoT and CPS Devices
por: Prapty, Renascence Tarafder, et al.
Publicado: (2024)
por: Prapty, Renascence Tarafder, et al.
Publicado: (2024)
UniFi: Combining Irregularly Sampled CSI from Diverse Communication Packets and Frequency Bands for Wi-Fi Sensing
por: Dong, Gaofeng, et al.
Publicado: (2025)
por: Dong, Gaofeng, et al.
Publicado: (2025)
Wireless Power Transfer and Intent-Driven Network Optimization in AAVs-assisted IoT for 6G Sustainable Connectivity
por: He, Xiaoming, et al.
Publicado: (2025)
por: He, Xiaoming, et al.
Publicado: (2025)
Hybrid Machine Learning Models for Intrusion Detection in IoT: Leveraging a Real-World IoT Dataset
por: Akif, Md Ahnaf, et al.
Publicado: (2025)
por: Akif, Md Ahnaf, et al.
Publicado: (2025)
Preliminary Insights in Chronos Frequency Data Understanding and Reconstruction
por: Pagani, Alessandro, et al.
Publicado: (2026)
por: Pagani, Alessandro, et al.
Publicado: (2026)
SensorBench: Benchmarking LLMs in Coding-Based Sensor Processing
por: Quan, Pengrui, et al.
Publicado: (2024)
por: Quan, Pengrui, et al.
Publicado: (2024)
Optimized Ensemble Model Towards Secured Industrial IoT Devices
por: Injadat, MohammadNoor
Publicado: (2024)
por: Injadat, MohammadNoor
Publicado: (2024)
TS-Skill: A Benchmark for Evaluating Analytical Skills in Time-Series Question Answering
por: Han, Liying, et al.
Publicado: (2026)
por: Han, Liying, et al.
Publicado: (2026)
Evaluating Language Models For Threat Detection in IoT Security Logs
por: Tejero-Fernández, Jorge J., et al.
Publicado: (2025)
por: Tejero-Fernández, Jorge J., et al.
Publicado: (2025)
Anomaly Detection for IoT Global Connectivity
por: Iglesias, Jesus Omaña, et al.
Publicado: (2025)
por: Iglesias, Jesus Omaña, et al.
Publicado: (2025)
Towards Scalable IoT Deployment for Visual Anomaly Detection via Efficient Compression
por: Stropeni, Arianna, et al.
Publicado: (2025)
por: Stropeni, Arianna, et al.
Publicado: (2025)
GSRF: Complex-Valued 3D Gaussian Splatting for Efficient Radio-Frequency Data Synthesis
por: Yang, Kang, et al.
Publicado: (2025)
por: Yang, Kang, et al.
Publicado: (2025)
IoT-MCP: Bridging LLMs and IoT Systems Through Model Context Protocol
por: Yang, Ningyuan, et al.
Publicado: (2025)
por: Yang, Ningyuan, et al.
Publicado: (2025)
A Unified Framework for Context-Aware IoT Management and State-of-the-Art IoT Traffic Anomaly Detection
por: Worae, Daniel Adu, et al.
Publicado: (2024)
por: Worae, Daniel Adu, et al.
Publicado: (2024)
IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection
por: Kostas, Kahraman, et al.
Publicado: (2023)
por: Kostas, Kahraman, et al.
Publicado: (2023)
Modeling Quantum Federated Autoencoder for Anomaly Detection in IoT Networks
por: Chaudhary, Devashish, et al.
Publicado: (2026)
por: Chaudhary, Devashish, et al.
Publicado: (2026)
Neuro-Symbolic Fusion of Wi-Fi Sensing Data for Passive Radar with Inter-Modal Knowledge Transfer
por: Cominelli, Marco, et al.
Publicado: (2024)
por: Cominelli, Marco, et al.
Publicado: (2024)
FMTK: A Modular Toolkit for Composable Time Series Foundation Model Pipelines
por: Shastri, Hetvi, et al.
Publicado: (2025)
por: Shastri, Hetvi, et al.
Publicado: (2025)
LLMind: Orchestrating AI and IoT with LLM for Complex Task Execution
por: Cui, Hongwei, et al.
Publicado: (2023)
por: Cui, Hongwei, et al.
Publicado: (2023)
Ejemplares similares
-
NAROCE: A Neural Algorithmic Reasoner Framework for Online Complex Event Detection
por: Han, Liying, et al.
Publicado: (2025) -
Foundation Models for CPS-IoT: Opportunities and Challenges
por: Baris, Ozan, et al.
Publicado: (2025) -
An Empirical Evaluation of Neural and Neuro-symbolic Approaches to Real-time Multimodal Complex Event Detection
por: Han, Liying, et al.
Publicado: (2024) -
LLMSense: Harnessing LLMs for High-level Reasoning Over Spatiotemporal Sensor Traces
por: Ouyang, Xiaomin, et al.
Publicado: (2024) -
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction
por: Cotti, Luca, et al.
Publicado: (2026)