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ORCIDKaustubh Sridhar
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2020 – today
- 2024
[j1]Pengyuan Lu
, Lin Zhang, Mengyu Liu, Kaustubh Sridhar, Oleg Sokolsky, Fanxin Kong, Insup Lee:
Recovery from Adversarial Attacks in Cyber-physical Systems: Shallow, Deep, and Exploratory Works. ACM Comput. Surv. 56(8): 211:1-211:31 (2024)- [c9]Jean Park, Sydney Pugh, Kaustubh Sridhar, Mengyu Liu, Navish Yarna, Ramneet Kaur, Souradeep Dutta, Elena Bernardis, Oleg Sokolsky, Insup Lee:
Automating Weak Label Generation for Data Programming with Clinicians in the Loop. CHASE 2024: 25-36 - [c8]Kaustubh Sridhar, Souradeep Dutta, Dinesh Jayaraman, James Weimer, Insup Lee:
Memory-Consistent Neural Networks for Imitation Learning. ICLR 2024 - [i10]Pengyuan Lu, Lin Zhang, Mengyu Liu, Kaustubh Sridhar, Fanxin Kong, Oleg Sokolsky, Insup Lee:
Recovery from Adversarial Attacks in Cyber-physical Systems: Shallow, Deep and Exploratory Works. CoRR abs/2404.04472 (2024) - [i9]Jean Park, Sydney Pugh, Kaustubh Sridhar, Mengyu Liu, Navish Yarna, Ramneet Kaur, Souradeep Dutta, Elena Bernardis, Oleg Sokolsky, Insup Lee:
Automating Weak Label Generation for Data Programming with Clinicians in the Loop. CoRR abs/2407.07982 (2024) - 2023
- [c7]Ramneet Kaur, Kaustubh Sridhar, Sangdon Park, Yahan Yang, Susmit Jha, Anirban Roy, Oleg Sokolsky, Insup Lee:
CODiT: Conformal Out-of-Distribution Detection in Time-Series Data for Cyber-Physical Systems. ICCPS 2023: 120-131 - [c6]Kaustubh Sridhar, Souradeep Dutta, James Weimer, Insup Lee:
Guaranteed Conformance of Neurosymbolic Models to Natural Constraints. L4DC 2023: 76-89 - [c5]Lin Zhang, Kaustubh Sridhar, Mengyu Liu, Pengyuan Lu, Xin Chen, Fanxin Kong, Oleg Sokolsky, Insup Lee:
Real-Time Data-Predictive Attack-Recovery for Complex Cyber-Physical Systems. RTAS 2023: 209-222 - [i8]Kaustubh Sridhar, Souradeep Dutta, Dinesh Jayaraman, James Weimer, Insup Lee:
Memory-Consistent Neural Networks for Imitation Learning. CoRR abs/2310.06171 (2023) - 2022
- [c4]Kaustubh Sridhar, Oleg Sokolsky, Insup Lee, James Weimer:
Improving Neural Network Robustness via Persistency of Excitation. ACC 2022: 1521-1526 - [c3]Souradeep Dutta, Kaustubh Sridhar, Osbert Bastani, Edgar Dobriban, James Weimer, Insup Lee, Julia Parish-Morris:
Exploring with Sticky Mittens: Reinforcement Learning with Expert Interventions via Option Templates. CoRL 2022: 1499-1509 - [c2]Mengyu Liu, Lin Zhang, Pengyuan Lu, Kaustubh Sridhar, Fanxin Kong, Oleg Sokolsky, Insup Lee:
Fail-Safe: Securing Cyber-Physical Systems against Hidden Sensor Attacks. RTSS 2022: 240-252 - [i7]Souradeep Dutta, Kaustubh Sridhar, Osbert Bastani, Edgar Dobriban, James Weimer, Insup Lee, Julia Parish-Morris:
Exploring with Sticky Mittens: Reinforcement Learning with Expert Interventions via Option Templates. CoRR abs/2202.12967 (2022) - [i6]Kaustubh Sridhar, Radoslav Ivanov, Vuk Lesi, Marcio Juliato, Manoj R. Sastry, Lily L. Yang, James Weimer, Oleg Sokolsky, Insup Lee:
A Framework for Checkpointing and Recovery of Hierarchical Cyber-Physical Systems. CoRR abs/2205.08650 (2022) - [i5]Kaustubh Sridhar, Souradeep Dutta, Ramneet Kaur, James Weimer, Oleg Sokolsky, Insup Lee:
Towards Alternative Techniques for Improving Adversarial Robustness: Analysis of Adversarial Training at a Spectrum of Perturbations. CoRR abs/2206.06496 (2022) - [i4]Ramneet Kaur, Kaustubh Sridhar, Sangdon Park, Susmit Jha, Anirban Roy, Oleg Sokolsky, Insup Lee:
CODiT: Conformal Out-of-Distribution Detection in Time-Series Data. CoRR abs/2207.11769 (2022) - [i3]Kaustubh Sridhar, Souradeep Dutta, James Weimer, Insup Lee:
Guaranteed Conformance of Neurosymbolic Models to Natural Constraints. CoRR abs/2212.01346 (2022) - [i2]Kaustubh Sridhar, Vikramank Y. Singh, Balakrishnan Narayanaswamy, Abishek Sankararaman:
Predict-and-Critic: Accelerated End-to-End Predictive Control for Cloud Computing through Reinforcement Learning. CoRR abs/2212.01348 (2022) - 2021
- [c1]Yiannis Kantaros, Taylor J. Carpenter, Kaustubh Sridhar, Yahan Yang, Insup Lee, James Weimer:
Real-time detectors for digital and physical adversarial inputs to perception systems. ICCPS 2021: 67-76 - [i1]Kaustubh Sridhar, Oleg Sokolsky, Insup Lee, James Weimer:
Robust Learning via Persistency of Excitation. CoRR abs/2106.02078 (2021)
Coauthor Index
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