Write Endurance in Flash Drives: Measurements and Analysis. - Simona Boboila; Peter Desnoyers (FAST, 2010)

Performance models of flash-based solid-state drives for real workloads. - Simona Boboila; Peter Desnoyers (MSST, 2011)

Active Flash: Out-of-core data analytics on flash storage. - Simona Boboila; Youngjae Kim 001; Sudharshan S. Vazhkudai; Peter Desnoyers; Galen M. Shipman (MSST, 2012)

Reducing Data Movement Costs Using Energy-Efficient, Active Computation on SSD. - Devesh Tiwari; Sudharshan S. Vazhkudai; Youngjae Kim 001; Xiaosong Ma; Simona Boboila; Peter Desnoyers (HotPower, 2012)

Active flash: towards energy-efficient, in-situ data analytics on extreme-scale machines. - Devesh Tiwari; Simona Boboila; Sudharshan S. Vazhkudai; Youngjae Kim 001; Xiaosong Ma; Peter Desnoyers; Yan Solihin (FAST, 2013)

On Designing Machine Learning Models for Malicious Network Traffic Classification. - Talha Ongun; Timothy Sakharaov; Simona Boboila; Alina Oprea; Tina Eliassi-Rad (CoRR, 2019)

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 (CNS, 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)

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 (ESORICS (1), 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)

Poisoning Network Flow Classifiers. - Giorgio Severi; Simona Boboila; Alina Oprea; John T. Holodnak; Kendra Kratkiewicz; Jason Matterer (ACSAC, 2023)

Modeling self-propagating malware with epidemiological models. - Alesia Chernikova; Nicolò Gozzi; Nicola Perra; Simona Boboila; Tina Eliassi-Rad; Alina Oprea (Appl. Netw. Sci., 2023)

Model-agnostic clean-label backdoor mitigation in cybersecurity environments. - Giorgio Severi; Simona Boboila; John T. Holodnak; Kendra Kratkiewicz; Rauf Izmailov; Alina Oprea (CoRR, 2024)

Hierarchical Multi-agent Reinforcement Learning for Cyber Network Defense. - Aditya Vikram Singh; Ethan Rathbun; Emma Graham; Lisa Oakley; Simona Boboila; Peter Chin 001; Alina Oprea (AAMAS, 2025)

Backdoor Attacks in Peer-to-Peer Federated Learning. - Georgios Syros; Gökberk Yar; Simona Boboila; Cristina Nita-Rotaru; Alina Oprea (ACM Trans. Priv. Secur., 2025)

Quantitative Resilience Modeling for Autonomous Cyber Defense. - Xavier Cadet; Simona Boboila; Edward Koh; Peter Chin 001; Alina Oprea (CoRR, 2025)