Simona Boboila

According to our database, Simona Boboila authored at least 14 papers between 2010 and 2024.

Collaborative distances:

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

2024

Hierarchical Multi-agent Reinforcement Learning for Cyber Network Defense.

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

CoRR, 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

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

CELEST: Federated Learning for Globally Coordinated Threat Detection.

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

CoRR, 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