Simona Boboila

According to our database, Simona Boboila authored at least 19 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Retrieval-Augmented LLMs for Security Incident Analysis.

Xavier Cadet, Aditya Vikram Singh, Harsh Mamania, Edward Koh, Alex Fitts, Dirk Van Bruggen, Simona Boboila, Peter Chin, Alina Oprea

Proceedings of the ACM Conference on AI and Agentic Systems, 2026

2025

Quantitative Resilience Modeling for Autonomous Cyber Defense.

Xavier Cadet, Simona Boboila, Edward Koh, Peter Chin, Alina Oprea

CoRR, March, 2025

Backdoor Attacks in Peer-to-Peer Federated Learning.

Georgios Syros, Gökberk Yar, Simona Boboila, Cristina Nita-Rotaru, Alina Oprea

ACM Trans. Priv. Secur., February, 2025

CELEST: Federated Learning for Globally Coordinated Threat Detection.

Talha Ongun, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Jack W. Davidson

IEEE Trans. Inf. Forensics Secur., 2025

Model-agnostic clean-label backdoor mitigation in cybersecurity environments.

Giorgio Severi, Simona Boboila, John T. Holodnak, Kendra Kratkiewicz, Rauf Izmailov, Michael J. De Lucia, Alina Oprea

Proceedings of the IEEE Military Communications Conference, 2025

Hierarchical Multi-agent Reinforcement Learning for Cyber Network Defense.

Aditya Vikram Singh, Ethan Rathbun, Emma Graham, Lisa Oakley, Simona Boboila, Peter Chin, Alina Oprea

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

2024

Model-agnostic clean-label backdoor mitigation in cybersecurity environments.

Giorgio Severi, Simona Boboila, John T. Holodnak, Kendra Kratkiewicz, Rauf Izmailov, Alina Oprea

CoRR, 2024

PoolFlip: A Multi-agent Reinforcement Learning Security Environment for Cyber Defense.

Xavier Cadet, Simona Boboila, Sie Hendrata Dharmawan, Alina Oprea, Sang (Peter) Chin

Proceedings of the Game Theory and AI for Security, 2024

2023

Modeling self-propagating malware with epidemiological models.

Alesia Chernikova, Nicolò Gozzi, Nicola Perra, Simona Boboila, Tina Eliassi-Rad, Alina Oprea

Appl. Netw. Sci., December, 2023

Poisoning Network Flow Classifiers.

Giorgio Severi, Simona Boboila, Alina Oprea, John T. Holodnak, Kendra Kratkiewicz, Jason Matterer

Proceedings of the Annual Computer Security Applications Conference, 2023

2022

Cyber Network Resilience Against Self-Propagating Malware Attacks.

Alesia Chernikova, Nicolò Gozzi, Simona Boboila, Priyanka Angadi, John Loughner, Matthew Wilden, Nicola Perra, Tina Eliassi-Rad, Alina Oprea

Proceedings of the Computer Security - ESORICS 2022, 2022

2021

Collaborative Information Sharing for ML-Based Threat Detection.

Talha Ongun, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Alastair Nottingham, Jason Hiser, Jack W. Davidson

CoRR, 2021

PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection.

Talha Ongun, Oliver Spohngellert, Benjamin A. Miller, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Alastair Nottingham, Jack W. Davidson, Malathi Veeraraghavan

Proceedings of the IEEE Conference on Communications and Network Security, 2021

2019

On Designing Machine Learning Models for Malicious Network Traffic Classification.

Talha Ongun, Timothy Sakharaov, Simona Boboila, Alina Oprea, Tina Eliassi-Rad

CoRR, 2019

2013

Active flash: towards energy-efficient, in-situ data analytics on extreme-scale machines.

Devesh Tiwari, Simona Boboila, Sudharshan S. Vazhkudai, Youngjae Kim, Xiaosong Ma, Peter Desnoyers, Yan Solihin

Proceedings of the 11th USENIX conference on File and Storage Technologies, 2013

2012

Reducing Data Movement Costs Using Energy-Efficient, Active Computation on SSD.

Devesh Tiwari, Sudharshan S. Vazhkudai, Youngjae Kim, Xiaosong Ma, Simona Boboila, Peter Desnoyers

Proceedings of the 2012 Workshop on Power-Aware Computing Systems, HotPower'12, 2012

Active Flash: Out-of-core data analytics on flash storage.

Simona Boboila, Youngjae Kim, Sudharshan S. Vazhkudai, Peter Desnoyers, Galen M. Shipman

Proceedings of the IEEE 28th Symposium on Mass Storage Systems and Technologies, 2012

2011

Performance models of flash-based solid-state drives for real workloads.

Simona Boboila, Peter Desnoyers

Proceedings of the IEEE 27th Symposium on Mass Storage Systems and Technologies, 2011

2010

Write Endurance in Flash Drives: Measurements and Analysis.

Simona Boboila, Peter Desnoyers

Proceedings of the 8th USENIX Conference on File and Storage Technologies, 2010