Dinuka Sahabandu

Orcid: 0000-0001-7776-7865

According to our database1, Dinuka Sahabandu authored at least 34 papers between 2015 and 2024.

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Bibliography

2024
RL-ARNE: A Reinforcement Learning Algorithm for Computing Average Reward Nash Equilibrium of Nonzero-Sum Stochastic Games.
IEEE Trans. Autom. Control., November, 2024

Dynamic Information Flow Tracking for Detection of Advanced Persistent Threats: A Stochastic Game Approach.
IEEE Trans. Autom. Control., October, 2024

Stochastic Dynamic Information Flow Tracking game using supervised learning for detecting advanced persistent threats.
Autom., January, 2024

A Method for Fast Autonomy Transfer in Reinforcement Learning.
CoRR, 2024

Game of Trojans: Adaptive Adversaries Against Output-based Trojaned-Model Detectors.
CoRR, 2024

CANLP: NLP-Based Intrusion Detection System for CAN.
Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Who is Responsible? Explaining Safety Violations in Multi-Agent Cyber-Physical Systems.
Proceedings of the International Conference on Assured Autonomy, 2024

CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

POSTER: Game of Trojans: Adaptive Adversaries Against Output-based Trojaned-Model Detectors.
Proceedings of the 19th ACM Asia Conference on Computer and Communications Security, 2024

2023
A Natural Language Processing Approach for Instruction Set Architecture Identification.
IEEE Trans. Inf. Forensics Secur., 2023

A Hybrid Submodular Optimization Approach to Controlled Islanding with Post-Disturbance Stability Guarantees.
CoRR, 2023

FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

LDL: A Defense for Label-Based Membership Inference Attacks.
Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

2022
Game of Trojans: A Submodular Byzantine Approach.
CoRR, 2022

A Hybrid Submodular Optimization Approach to Controlled Islanding with Heterogeneous Loads.
Proceedings of the IEEE International Conference on Communications, 2022

Verifying Safety for Resilient Cyber-Physical Systems via Reactive Software Restart.
Proceedings of the 13th ACM/IEEE International Conference on Cyber-Physical Systems, 2022

A Submodular Optimization Approach to Stable and Minimally Disruptive Controlled Islanding in Power Systems.
Proceedings of the American Control Conference, 2022

2021
A Game-Theoretic Framework for Controlled Islanding in the Presence of Adversaries.
Proceedings of the Decision and Game Theory for Security - 12th International Conference, 2021

Scalable Planning in Multi-Agent MDPs.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020
A Game-Theoretic Approach for Dynamic Information Flow Tracking to Detect Multistage Advanced Persistent Threats.
IEEE Trans. Autom. Control., 2020

A Multi-Agent Reinforcement Learning Approach for Dynamic Information Flow Tracking Games for Advanced Persistent Threats.
CoRR, 2020

Quickest Detection of Advanced Persistent Threats: A Semi-Markov Game Approach.
Proceedings of the 11th ACM/IEEE International Conference on Cyber-Physical Systems, 2020

Submodular Input Selection for Synchronization in Kuramoto Networks.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019
Stochastic Dynamic Information Flow Tracking Game with Reinforcement Learning.
Proceedings of the Decision and Game Theory for Security - 10th International Conference, 2019

Dynamic Information Flow Tracking Games for Simultaneous Detection of Multiple Attackers.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

A Game Theoretic Approach for Dynamic Information Flow Tracking with Conditional Branching.
Proceedings of the 2019 American Control Conference, 2019

2018
A Game Theoretic Approach for Dynamic Information Flow Tracking to Detect Multi-Stage Advanced Persistent Threats.
CoRR, 2018

Multi-stage Dynamic Information Flow Tracking Game.
Proceedings of the Decision and Game Theory for Security - 9th International Conference, 2018

DIFT Games: Dynamic Information Flow Tracking Games for Advanced Persistent Threats.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Modeling and Mitigating the Coremelt Attack.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
Signal analysis and stochastic modeling of evoked responses in brain circuits grown in culture.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Local open-loop manipulation of multi-agent networks.
Proceedings of the 2017 American Control Conference, 2017

2015
Local open- and closed-loop manipulation of multi-agent networks.
Proceedings of the ACM/IEEE Sixth International Conference on Cyber-Physical Systems, 2015

Explicit estimation-error-probability computation and sensor design for flag Hidden Markov Models.
Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015


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