Zobrazeno 1 - 10
of 972
pro vyhledávání: '"Fernandez, Ivan"'
Autor:
Fernandez, Ivan A., Neupane, Subash, Chakraborty, Trisha, Mitra, Shaswata, Mittal, Sudip, Pillai, Nisha, Chen, Jingdao, Rahimi, Shahram
Industry 4.0 has witnessed the rise of complex robots fueled by the integration of Artificial Intelligence/Machine Learning (AI/ML) and Digital Twin (DT) technologies. While these technologies offer numerous benefits, they also introduce potential pr
Externí odkaz:
http://arxiv.org/abs/2406.18812
This paper proposes the use of Large Language Models (LLMs) for translating Request for Comments (RFC) protocol specifications into a format compatible with the Cryptographic Protocol Shapes Analyzer (CPSA). This novel approach aims to reduce the com
Externí odkaz:
http://arxiv.org/abs/2402.00890
Autor:
Neupane, Subash, Mitra, Shaswata, Fernandez, Ivan A., Saha, Swayamjit, Mittal, Sudip, Chen, Jingdao, Pillai, Nisha, Rahimi, Shahram
Robotics and Artificial Intelligence (AI) have been inextricably intertwined since their inception. Today, AI-Robotics systems have become an integral part of our daily lives, from robotic vacuum cleaners to semi-autonomous cars. These systems are bu
Externí odkaz:
http://arxiv.org/abs/2310.08565
Generative Artificial Intelligence (GenAI) has emerged as a powerful technology capable of autonomously producing highly realistic content in various domains, such as text, images, audio, and videos. With its potential for positive applications in cr
Externí odkaz:
http://arxiv.org/abs/2306.13033
Sparse matrix computation is crucial in various modern applications, including large-scale graph analytics, deep learning, and recommender systems. The performance of sparse kernels varies greatly depending on the structure of the input matrix, makin
Externí odkaz:
http://arxiv.org/abs/2304.06944
Autor:
Neupane, Subash, Fernandez, Ivan A., Patterson, Wilson, Mittal, Sudip, Parmar, Milan, Rahimi, Shahram
Vehicles are complex Cyber Physical Systems (CPS) that operate in a variety of environments, and the likelihood of failure of one or more subsystems, such as the engine, transmission, brakes, and fuel, can result in unscheduled downtime and incur hig
Externí odkaz:
http://arxiv.org/abs/2302.00152
Autor:
Ghiasi, Nika Mansouri, Vijaykumar, Nandita, Oliveira, Geraldo F., Orosa, Lois, Fernandez, Ivan, Sadrosadati, Mohammad, Kanellopoulos, Konstantinos, Hajinazar, Nastaran, Luna, Juan Gómez, Mutlu, Onur
Partitioning applications between NDP and host CPU cores causes inter-segment data movement overhead, which is caused by moving data generated from one segment (e.g., instructions, functions) and used in consecutive segments. Prior works take two app
Externí odkaz:
http://arxiv.org/abs/2212.06292
Autor:
Fernandez, Ivan, Giannoula, Christina, Manglik, Aditya, Quislant, Ricardo, Ghiasi, Nika Mansouri, Gómez-Luna, Juan, Gutierrez, Eladio, Plata, Oscar, Mutlu, Onur
Publikováno v:
IEEE Access, vol. 12, pp. 36727-36742, 2024
Time Series Analysis (TSA) is a critical workload to extract valuable information from collections of sequential data, e.g., detecting anomalies in electrocardiograms. Subsequence Dynamic Time Warping (sDTW) is the state-of-the-art algorithm for high
Externí odkaz:
http://arxiv.org/abs/2211.04369
Autor:
Patterson, Wilson, Fernandez, Ivan, Neupane, Subash, Parmar, Milan, Mittal, Sudip, Rahimi, Shahram
Publikováno v:
38th ACM Annual Computer Security Applications Conference 2023 (ACM ACSAC '23)
Recent research has shown that Machine Learning/Deep Learning (ML/DL) models are particularly vulnerable to adversarial perturbations, which are small changes made to the input data in order to fool a machine learning classifier. The Digital Twin, wh
Externí odkaz:
http://arxiv.org/abs/2210.14018
Publikováno v:
IEEE International Conference on Collaboration and Internet Computing 2022 (IEEE CIC 2022)
A modern vehicle fitted with sensors, actuators, and Electronic Control Units (ECUs) can be divided into several operational subsystems called Functional Working Groups (FWGs). Examples of these FWGs include the engine system, transmission, fuel syst
Externí odkaz:
http://arxiv.org/abs/2209.06828