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ORCIDDinuka Sahabandu
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2020 – today
- 2024
[j5]Shana Moothedath, Dinuka Sahabandu, Joey Allen, Linda Bushnell
, Wenke Lee, Radha Poovendran:
Stochastic Dynamic Information Flow Tracking game using supervised learning for detecting advanced persistent threats. Autom. 159: 111353 (2024)- [j4]Shana Moothedath, Dinuka Sahabandu, Joey Allen, Andrew Clark, Linda Bushnell, Wenke Lee, Radha Poovendran:
Dynamic Information Flow Tracking for Detection of Advanced Persistent Threats: A Stochastic Game Approach. IEEE Trans. Autom. Control. 69(10): 6684-6699 (2024) - [j3]Dinuka Sahabandu, Shana Moothedath, Joey Allen, Linda Bushnell, Wenke Lee, Radha Poovendran:
RL-ARNE: A Reinforcement Learning Algorithm for Computing Average Reward Nash Equilibrium of Nonzero-Sum Stochastic Games. IEEE Trans. Autom. Control. 69(11): 7824-7831 (2024) - [c23]Dinuka Sahabandu, Xiaojun Xu, Arezoo Rajabi, Luyao Niu, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran:
POSTER: Game of Trojans: Adaptive Adversaries Against Output-based Trojaned-Model Detectors. AsiaCCS 2024 - [c22]Yuetai Li, Zhangchen Xu, Fengqing Jiang, Luyao Niu, Dinuka Sahabandu, Bhaskar Ramasubramanian, Radha Poovendran:
CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models. EMNLP 2024: 9101-9118 - [c21]Luyao Niu, Hongchao Zhang, Dinuka Sahabandu, Bhaskar Ramasubramanian, Andrew Clark, Radha Poovendran:
Who is Responsible? Explaining Safety Violations in Multi-Agent Cyber-Physical Systems. ICAA 2024: 11-20 - [c20]Kavya Balasubramanian, Adithya Gowda Baragur, Denis Donadel, Dinuka Sahabandu, Alessandro Brighente, Bhaskar Ramasubramanian, Mauro Conti, Radha Poovendran:
CANLP: NLP-Based Intrusion Detection System for CAN. SAC 2024: 212-214 - [i15]Dinuka Sahabandu, Xiaojun Xu, Arezoo Rajabi, Luyao Niu, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran:
Game of Trojans: Adaptive Adversaries Against Output-based Trojaned-Model Detectors. CoRR abs/2402.08695 (2024) - [i14]Yuetai Li, Zhangchen Xu, Fengqing Jiang, Luyao Niu, Dinuka Sahabandu, Bhaskar Ramasubramanian, Radha Poovendran:
CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models. CoRR abs/2406.12257 (2024) - [i13]Dinuka Sahabandu, Bhaskar Ramasubramanian, Michail S. Alexiou, J. Sukarno Mertoguno, Linda Bushnell, Radha Poovendran:
A Method for Fast Autonomy Transfer in Reinforcement Learning. CoRR abs/2407.20466 (2024) - [i12]Luyao Niu, Hongchao Zhang, Dinuka Sahabandu, Bhaskar Ramasubramanian, Andrew Clark, Radha Poovendran:
Who is Responsible? Explaining Safety Violations in Multi-Agent Cyber-Physical Systems. CoRR abs/2410.20288 (2024) - 2023
- [j2]Dinuka Sahabandu, J. Sukarno Mertoguno, Radha Poovendran:
A Natural Language Processing Approach for Instruction Set Architecture Identification. IEEE Trans. Inf. Forensics Secur. 18: 4086-4099 (2023) - [c19]Arezoo Rajabi, Dinuka Sahabandu, Luyao Niu, Bhaskar Ramasubramanian, Radha Poovendran:
LDL: A Defense for Label-Based Membership Inference Attacks. AsiaCCS 2023: 95-108 - [c18]Jinyuan Jia, Zhuowen Yuan, Dinuka Sahabandu, Luyao Niu, Arezoo Rajabi, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran:
FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning. NeurIPS 2023 - [i11]Luyao Niu, Dinuka Sahabandu, Andrew Clark, Radha Poovendran:
A Hybrid Submodular Optimization Approach to Controlled Islanding with Post-Disturbance Stability Guarantees. CoRR abs/2302.10308 (2023) - 2022
- [c17]Dinuka Sahabandu, Luyao Niu, Andrew Clark, Radha Poovendran:
A Submodular Optimization Approach to Stable and Minimally Disruptive Controlled Islanding in Power Systems. ACC 2022: 4587-4594 - [c16]Luyao Niu, Dinuka Sahabandu, Andrew Clark, Radha Poovendran:
Verifying Safety for Resilient Cyber-Physical Systems via Reactive Software Restart. ICCPS 2022: 104-115 - [c15]Dinuka Sahabandu, Luyao Niu, Andrew Clark, Radha Poovendran:
A Hybrid Submodular Optimization Approach to Controlled Islanding with Heterogeneous Loads. SmartGridComm 2022: 252-258 - [i10]Dinuka Sahabandu, J. Sukarno Mertoguno, Radha Poovendran:
A Natural Language Processing Approach for Instruction Set Architecture Identification. CoRR abs/2204.06624 (2022) - [i9]Dinuka Sahabandu, Arezoo Rajabi, Luyao Niu, Bo Li, Bhaskar Ramasubramanian, Radha Poovendran:
Game of Trojans: A Submodular Byzantine Approach. CoRR abs/2207.05937 (2022) - [i8]Arezoo Rajabi, Dinuka Sahabandu, Luyao Niu, Bhaskar Ramasubramanian, Radha Poovendran:
LDL: A Defense for Label-Based Membership Inference Attacks. CoRR abs/2212.01688 (2022) - 2021
- [c14]Dinuka Sahabandu, Luyao Niu, Andrew Clark, Radha Poovendran:
Scalable Planning in Multi-Agent MDPs. CDC 2021: 5932-5939 - [c13]Luyao Niu, Dinuka Sahabandu, Andrew Clark, Radha Poovendran:
A Game-Theoretic Framework for Controlled Islanding in the Presence of Adversaries. GameSec 2021: 231-250 - [i7]Dinuka Sahabandu, Luyao Niu, Andrew Clark, Radha Poovendran:
Scalable Planning in Multi-Agent MDPs. CoRR abs/2103.15894 (2021) - [i6]Luyao Niu, Dinuka Sahabandu, Andrew Clark, Radha Poovendran:
A Game-Theoretic Framework for Controlled Islanding in the Presence of Adversaries. CoRR abs/2108.01628 (2021) - 2020
- [j1]Shana Moothedath, Dinuka Sahabandu, Joey Allen, Andrew Clark, Linda Bushnell, Wenke Lee, Radha Poovendran:
A Game-Theoretic Approach for Dynamic Information Flow Tracking to Detect Multistage Advanced Persistent Threats. IEEE Trans. Autom. Control. 65(12): 5248-5263 (2020) - [c12]Dinuka Sahabandu, Andrew Clark, Linda Bushnell, Radha Poovendran:
Submodular Input Selection for Synchronization in Kuramoto Networks. CDC 2020: 5840-5847 - [c11]Dinuka Sahabandu, Joey Allen, Shana Moothedath, Linda Bushnell, Wenke Lee, Radha Poovendran:
Quickest Detection of Advanced Persistent Threats: A Semi-Markov Game Approach. ICCPS 2020: 9-19 - [i5]Dinuka Sahabandu, Andrew Clark, Linda Bushnell, Radha Poovendran:
Submodular Input Selection for Synchronization in Kuramoto Networks. CoRR abs/2003.12733 (2020) - [i4]Shana Moothedath, Dinuka Sahabandu, Joey Allen, Andrew Clark, Linda Bushnell, Wenke Lee, Radha Poovendran:
Dynamic Information Flow Tracking for Detection of Advanced Persistent Threats: A Stochastic Game Approach. CoRR abs/2006.12327 (2020) - [i3]Dinuka Sahabandu, Shana Moothedath, Joey Allen, Linda Bushnell, Wenke Lee, Radha Poovendran:
A Multi-Agent Reinforcement Learning Approach for Dynamic Information Flow Tracking Games for Advanced Persistent Threats. CoRR abs/2007.00076 (2020) - [i2]Shana Moothedath, Dinuka Sahabandu, Joey Allen, Linda Bushnell, Wenke Lee, Radha Poovendran:
Stochastic Dynamic Information Flow Tracking Game using Supervised Learning for Detecting Advanced Persistent Threats. CoRR abs/2007.12327 (2020)
2010 – 2019
- 2019
- [c10]Dinuka Sahabandu, Shana Moothedath, Linda Bushnell, Radha Poovendran, Joey Allen, Wenke Lee, Andrew Clark:
A Game Theoretic Approach for Dynamic Information Flow Tracking with Conditional Branching. ACC 2019: 2289-2296 - [c9]Dinuka Sahabandu, Shana Moothedath, Joey Allen, Andrew Clark, Linda Bushnell, Wenke Lee, Radha Poovendran:
Dynamic Information Flow Tracking Games for Simultaneous Detection of Multiple Attackers. CDC 2019: 567-574 - [c8]Dinuka Sahabandu, Shana Moothedath, Joey Allen, Linda Bushnell, Wenke Lee, Radha Poovendran:
Stochastic Dynamic Information Flow Tracking Game with Reinforcement Learning. GameSec 2019: 417-438 - 2018
- [c7]Guosong Yang, Hossein Hosseini, Dinuka Sahabandu, Andrew Clark, João P. Hespanha, Radha Poovendran:
Modeling and Mitigating the Coremelt Attack. ACC 2018: 3410-3416 - [c6]Dinuka Sahabandu, Baicen Xiao, Andrew Clark, Sangho Lee, Wenke Lee, Radha Poovendran:
DIFT Games: Dynamic Information Flow Tracking Games for Advanced Persistent Threats. CDC 2018: 1136-1143 - [c5]Shana Moothedath, Dinuka Sahabandu, Andrew Clark, Sangho Lee, Wenke Lee, Radha Poovendran:
Multi-stage Dynamic Information Flow Tracking Game. GameSec 2018: 80-101 - [i1]Shana Moothedath, Dinuka Sahabandu, Joey Allen, Andrew Clark, Linda Bushnell, Wenke Lee, Radha Poovendran:
A Game Theoretic Approach for Dynamic Information Flow Tracking to Detect Multi-Stage Advanced Persistent Threats. CoRR abs/1811.05622 (2018) - 2017
- [c4]Dinuka Sahabandu, Rahul Dhal, Jackeline Abad Torres, Sandip Roy:
Local open-loop manipulation of multi-agent networks. ACC 2017: 1169-1174 - [c3]Mengran Xue, Ping Taishi, Dinuka Sahabandu, Sandip Roy, James Krueger:
Signal analysis and stochastic modeling of evoked responses in brain circuits grown in culture. GlobalSIP 2017: 452-456 - 2015
- [c2]Kyle Doty, Sandip Roy, Dinuka Sahabandu, Ramyar Saeedi:
Explicit estimation-error-probability computation and sensor design for flag Hidden Markov Models. CISS 2015: 1-6 - [c1]Jackeline Abad Torres, Dinuka Sahabandu, Rahul Dhal, Sandip Roy:
Local open- and closed-loop manipulation of multi-agent networks. ICCPS 2015: 21-30
Coauthor Index
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