Kim Hammar

CoRR, April, 2026

In-Context Autonomous Network Incident Response: An End-to-End Large Language Model Agent Approach.

[BibT_eX]

[DOI]

Yiran Gao

Tao Li

CoRR, February, 2026

Causal Online Learning of Safe Regions in Cloud Radio Access Networks.

[BibT_eX]

[DOI]

CoRR, February, 2026

Hallucination-Resistant Security Planning with a Large Language Model.

[BibT_eX]

[DOI]

CoRR, February, 2026

Incident Response Planning Using a Lightweight Large Language Model with Reduced Hallucination.

[BibT_eX]

[DOI]

Emil C. Lupu

Proceedings of the 33rd Annual Network and Distributed System Security Symposium, 2026

Scalable Solutions to Zero-Sum Partially Observable Stochastic Games Through Belief Aggregation with Approximation Guarantees.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Artifacts - Incident Response Planning Using a Lightweight Large Language Model with Reduced Hallucination - NDSS 2026.

[BibT_eX]

[DOI]

Dataset, December, 2025

Artifacts - Incident Response Planning Using a Lightweight Large Language Model with Reduced Hallucination - NDSS 2026.

[BibT_eX]

[DOI]

Dataset, October, 2025

Online Identification of IT Systems through Active Causal Learning.

[BibT_eX]

[DOI]

CoRR, September, 2025

Adaptive Network Security Policies via Belief Aggregation and Rollout.

[BibT_eX]

[DOI]

CoRR, July, 2025

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems.

[BibT_eX]

[DOI]

Yuchao Li

Dimitri P. Bertsekas

CoRR, July, 2025

Optimal Security Response to Network Intrusions in IT Systems.

[BibT_eX]

[DOI]

CoRR, February, 2025

Adaptive Security Response Strategies Through Conjectural Online Learning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2025

Online Incident Response Planning under Model Misspecification through Bayesian Learning and Belief Quantization.

[BibT_eX]

[DOI]

Tao Li

Proceedings of the 18th ACM Workshop on Artificial Intelligence and Security, 2025

2024

Learning Near-Optimal Intrusion Responses Against Dynamic Attackers.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., February, 2024

Optimal Security Response to Network Intrusions in IT Systems.

[BibT_eX]

[DOI]

PhD thesis, 2024

Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search.

[BibT_eX]

[DOI]

Neil Dhir

CoRR, 2024

Automated Security Response through Online Learning with Adaptive Conjectures.

[BibT_eX]

[DOI]

CoRR, 2024

Online Policy Adaptation for Networked Systems using Rollout.

[BibT_eX]

[DOI]

Forough Shahab Samani

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Intrusion Tolerance as a Two-Level Game.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security - 15th International Conference, 2024

Intrusion Tolerance for Networked Systems through Two-Level Feedback Control.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024

Conjectural Online Learning with First-order Beliefs in Asymmetric Information Stochastic Games.

[BibT_eX]

[DOI]

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

2023

Scalable Learning of Intrusion Responses through Recursive Decomposition.

[BibT_eX]

[DOI]

CoRR, 2023

Optimal Observation-Intervention Trade-Off in Optimisation Problems with Causal Structure.

[BibT_eX]

[DOI]

Neil Dhir

CoRR, 2023

Demonstrating a System for Dynamically Meeting Management Objectives on a Service Mesh.

[BibT_eX]

[DOI]

Forough Shahab Samani

Proceedings of the NOMS 2023, 2023

Digital Twins for Security Automation.

[BibT_eX]

[DOI]

Proceedings of the NOMS 2023, 2023

Scalable Learning of Intrusion Response Through Recursive Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security: 14th International Conference, 2023

2022

Intrusion Prevention Through Optimal Stopping.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2022

Learning Security Strategies through Game Play and Optimal Stopping.

[BibT_eX]

[DOI]

CoRR, 2022

A System for Interactive Examination of Learned Security Policies.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

An Online Framework for Adapting Security Policies in Dynamic IT Environments.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Network and Service Management, 2022

2021

Learning Intrusion Prevention Policies through Optimal Stopping.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Network and Service Management, 2021

2020

Deep text classification of Instagram data using word embeddings and weak supervision.

[BibT_eX]

[DOI]

Web Intell., 2020

Finding Effective Security Strategies through Reinforcement Learning and Self-Play.

[BibT_eX]

[DOI]