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Kaustubh Sridhar
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Improving neural network robustness via persistency of excitation
K Sridhar, O Sokolsky, I Lee, J Weimer
American Control Conference (ACC) 2022, 1521-1526, 2022
282022
VisionGuard: Real-time detectors for digital and physical adversarial inputs to perception systems
Y Kantaros, T Carpenter, K Sridhar, Y Yang, I Lee, J Weimer
International Conference on Cyber-Physical Systems (ICCPS) 2021, 67-76, 2021
25*2021
CODiT: Conformal Out-of-Distribution Detection in Time-Series Data
R Kaur, K Sridhar, S Park, S Jha, A Roy, O Sokolsky, I Lee
ICML 2022 PODS Workshop; International Conference on Cyber-Physical Systems …, 2022
24*2022
Real-Time Data-Predictive Attack-Recovery for Complex Cyber-Physical Systems
L Zhang, K Sridhar, M Liu, P Lu, X Chen, F Kong, O Sokolsky, I Lee
2023 IEEE 29th Real-Time and Embedded Technology and Applications Symposium …, 2023
18*2023
Fail-Safe: Securing Cyber-Physical Systems against Hidden Sensor Attacks
M Liu, L Zhang, P Lu, K Sridhar, F Kong, O Sokolsky, I Lee
IEEE Real-Time Systems Symposium (RTSS) 2022, 240-252, 2022
18*2022
Bio-inspired Landing of Quadrotor using Improved State Estimation
H Das, K Sridhar, R Padhi
IFAC-PapersOnLine 51 (1), 462-467, 2018
92018
Memory-Consistent Neural Networks for Imitation Learning
K Sridhar, S Dutta, D Jayaraman, J Weimer, I Lee
International Conference on Learning Representations (ICLR) 2024, 2023
62023
A Framework for Checkpointing and Recovery of Hierarchical Cyber-Physical Systems
K Sridhar, R Ivanov, V Lesi, M Juliato, M Sastry, L Yang, J Weimer, ...
arXiv preprint arXiv:2205.08650, 2020
62020
Guaranteed Conformance of Neurosymbolic Models to Natural Constraints
K Sridhar, S Dutta, J Weimer, I Lee
ICLR 2023 NeSy-GeMs Workshop; Learning for Dynamics and Control (L4DC) 2023, 2023
52023
Towards Alternative Techniques for Improving Adversarial Robustness: Analysis of Adversarial Training at a Spectrum of Perturbations
K Sridhar, S Dutta, R Kaur, J Weimer, O Sokolsky, I Lee
arXiv preprint arXiv:2206.06496, 2022
52022
Finite-time, Event-triggered Tracking Control of Quadrotors
K Sridhar, S Sukumar
5th CEAS Specialist Conference on Guidance, Navigation & Control (EurGNC 19 …, 2019
52019
Exploring with Sticky Mittens: Reinforcement Learning with Expert Interventions via Option Templates
S Dutta, K Sridhar, O Bastani, E Dobriban, J Weimer, I Lee, ...
Conference on Robot Learning (CoRL) 2022, 2022
42022
Recovery from Adversarial Attacks in Cyber-physical Systems: Shallow, Deep and Exploratory Works
P Lu, L Zhang, M Liu, K Sridhar, O Sokolsky, F Kong, I Lee
ACM Computing Surveys, 0
3
Automating Weak Label Generation for Data Programming with Clinicians in the Loop
J Park, S Pugh, K Sridhar, M Liu, N Yarna, R Kaur, S Dutta, E Bernardis, ...
2024 IEEE/ACM Conference on Connected Health: Applications, Systems and …, 2024
22024
Predict-and-Critic: Accelerated End-to-End Predictive Control for Cloud Computing through Reinforcement Learning
K Sridhar, V Singh, B Narayanaswamy, A Sankararaman
arXiv preprint arXiv:2212.01348, 2022
12022
REGENT: A Retrieval-Augmented Generalist Agent That Can Act In-Context In New Environments
K Sridhar, S Dutta, D Jayaraman, I Lee
2024
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Articles 1–16