Shreyas Ramakrishna

According to our database, Shreyas Ramakrishna authored at least 17 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Dynamic Simplex: Balancing Safety and Performance in Autonomous Cyber Physical Systems.

Baiting Luo, Shreyas Ramakrishna, Ava Pettet, Christopher B. Kuhn, Gabor Karsai, Ayan Mukhopadhyay

Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

2022

Efficient Out-of-Distribution Detection Using Latent Space of <i>β</i>-VAE for Cyber-Physical Systems.

Shreyas Ramakrishna, Zahra RahimiNasab, Gabor Karsai, Arvind Easwaran, Abhishek Dubey

ACM Trans. Cyber Phys. Syst., 2022

Automating Pattern Selection for Assurance Case Development for Cyber-Physical Systems.

Shreyas Ramakrishna, Hyunjee Jin, Abhishek Dubey, Arun Ramamurthy

Proceedings of the Computer Safety, Reliability, and Security, 2022

ANTI-CARLA: An Adversarial Testing Framework for Autonomous Vehicles in CARLA.

Shreyas Ramakrishna, Baiting Luo, Christopher B. Kuhn, Gabor Karsai, Abhishek Dubey

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Risk-Aware Scene Sampling for Dynamic Assurance of Autonomous Systems.

Shreyas Ramakrishna, Baiting Luo, Yogesh D. Barve, Gabor Karsai, Abhishek Dubey

Proceedings of the IEEE International Conference on Assured Autonomy, 2022

2021

Efficient Out-of-Distribution Detection Using Latent Space of β-VAE for Cyber-Physical Systems.

Shreyas Ramakrishna, Zahra RahimiNasab, Gabor Karsai, Arvind Easwaran, Abhishek Dubey

CoRR, 2021

Deep-RBF Networks for Anomaly Detection in Automotive Cyber-Physical Systems.

Matthew P. Burruss, Shreyas Ramakrishna, Abhishek Dubey

Proceedings of the IEEE International Conference on Smart Computing, 2021

ReSonAte: A Runtime Risk Assessment Framework for Autonomous Systems.

Charles Hartsell, Shreyas Ramakrishna, Abhishek Dubey, Dániel Stojcsics, Nagabhushan Mahadevan, Gabor Karsai

Proceedings of the 16th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2021

2020

Dynamic-weighted simplex strategy for learning enabled cyber physical systems.

Shreyas Ramakrishna, Charles Hartsell, Matthew P. Burruss, Gabor Karsai, Abhishek Dubey

J. Syst. Archit., 2020

A Methodology for Automating Assurance Case Generation.

Shreyas Ramakrishna, Charles Hartsell, Abhishek Dubey, Partha Pratim Pal, Gabor Karsai

CoRR, 2020

Out-of-Distribution Detection in Multi-Label Datasets using Latent Space of β-VAE.

Vijaya Kumar Sundar, Shreyas Ramakrishna, Zahra RahimiNasab, Arvind Easwaran, Abhishek Dubey

Proceedings of the 2020 IEEE Security and Privacy Workshops, 2020

Efficient Multi-Class Out-of-Distribution Reasoning for Perception Based Networks: Work-in-Progress.

Shreyas Ramakrishna, Zahra RahimiNasab, Arvind Easwaran, Abhishek Dubey

Proceedings of the 20th International Conference on Embedded Software, 2020

2019

CPS Design with Learning-Enabled Components: A Case Study.

Charles Hartsell, Nagabhushan Mahadevan, Shreyas Ramakrishna, Abhishek Dubey, Theodore Bapty, Taylor T. Johnson, Xenofon D. Koutsoukos, Janos Sztipanovits, Gabor Karsai

Proceedings of the 30th International Workshop on Rapid System Prototyping, 2019

Augmenting Learning Components for Safety in Resource Constrained Autonomous Robots.

Shreyas Ramakrishna, Abhishek Dubey, Matthew P. Burruss, Charles Hartsell, Nagabhushan Mahadevan, Saideep Nannapaneni, Aron Laszka, Gabor Karsai

Proceedings of the IEEE 22nd International Symposium on Real-Time Distributed Computing, 2019

DeepNNCar: A Testbed for Deploying and Testing Middleware Frameworks for Autonomous Robots.

Matthew P. Burruss, Shreyas Ramakrishna, Gabor Karsai, Abhishek Dubey

Proceedings of the IEEE 22nd International Symposium on Real-Time Distributed Computing, 2019

A CPS toolchain for learning-based systems: demo abstract.

Charles Hartsell, Nagabhushan Mahadevan, Shreyas Ramakrishna, Abhishek Dubey, Theodore Bapty, Gabor Karsai

Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems, 2019

Model-based design for CPS with learning-enabled components.

Charles Hartsell, Nagabhushan Mahadevan, Shreyas Ramakrishna, Abhishek Dubey, Theodore Bapty, Taylor T. Johnson, Xenofon D. Koutsoukos, Janos Sztipanovits, Gabor Karsai

Proceedings of the Workshop on Design Automation for CPS and IoT, 2019