Simona Boboila

26 papers A 4Misc 2Journal 15Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Retrieval-Augmented LLMs for Security Incident Analysis. CoRR Xavier Cadet, Aditya Vikram Singh, Harsh Mamania, Edward Koh, Alex Fitts, Dirk Van Bruggen, Simona Boboila, Peter Chin, Alina Oprea
2025	J	`jnl`	Backdoor Attacks in Peer-to-Peer Federated Learning. ACM Trans. Priv. Secur. Georgios Syros, Gökberk Yar, Simona Boboila, Cristina Nita-Rotaru, Alina Oprea
2025	J	`jnl`	CELEST: Federated Learning for Globally Coordinated Threat Detection. IEEE Trans. Inf. Forensics Secur. Talha Ongun, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Jack W. Davidson
2025	A	`conf`	Hierarchical Multi-agent Reinforcement Learning for Cyber Network Defense. AAMAS Aditya Vikram Singh, Ethan Rathbun, Emma Graham, Lisa Oakley, Simona Boboila, Peter Chin, Alina Oprea
2025	—	`conf`	Model-agnostic clean-label backdoor mitigation in cybersecurity environments. MILCOM Giorgio Severi, Simona Boboila, John T. Holodnak, Kendra Kratkiewicz, Rauf Izmailov, Michael J. De Lucia, Alina Oprea
2025	J	`jnl`	PoolFlip: A Multi-Agent Reinforcement Learning Security Environment for Cyber Defense. CoRR Xavier Cadet, Simona Boboila, Sie Hendrata Dharmawan, Alina Oprea, Peter Chin
2025	J	`jnl`	Quantitative Resilience Modeling for Autonomous Cyber Defense. CoRR Xavier Cadet, Simona Boboila, Edward Koh, Peter Chin, Alina Oprea
2024	J	`jnl`	Hierarchical Multi-agent Reinforcement Learning for Cyber Network Defense. CoRR Aditya Vikram Singh, Ethan Rathbun, Emma Graham, Lisa Oakley, Simona Boboila, Alina Oprea, Peter Chin
2024	J	`jnl`	Model-agnostic clean-label backdoor mitigation in cybersecurity environments. CoRR Giorgio Severi, Simona Boboila, John T. Holodnak, Kendra Kratkiewicz, Rauf Izmailov, Alina Oprea
2024	—	`conf`	PoolFlip: A Multi-agent Reinforcement Learning Security Environment for Cyber Defense. GameSec (1) Xavier Cadet, Simona Boboila, Sie Hendrata Dharmawan, Alina Oprea, Sang (Peter) Chin
2023	J	`jnl`	Modeling self-propagating malware with epidemiological models. Appl. Netw. Sci. Alesia Chernikova, Nicolò Gozzi, Nicola Perra, Simona Boboila, Tina Eliassi-Rad, Alina Oprea
2023	A	`conf`	Poisoning Network Flow Classifiers. ACSAC Giorgio Severi, Simona Boboila, Alina Oprea, John T. Holodnak, Kendra Kratkiewicz, Jason Matterer
2023	J	`jnl`	Poisoning Network Flow Classifiers. CoRR Giorgio Severi, Simona Boboila, Alina Oprea, John T. Holodnak, Kendra Kratkiewicz, Jason Matterer
2022	J	`jnl`	CELEST: Federated Learning for Globally Coordinated Threat Detection. CoRR Talha Ongun, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Jack W. Davidson
2022	—	`conf`	Cyber Network Resilience Against Self-Propagating Malware Attacks. ESORICS (1) Alesia Chernikova, Nicolò Gozzi, Simona Boboila, Priyanka Angadi, John Loughner, Matthew Wilden, Nicola Perra, Tina Eliassi-Rad, Alina Oprea
2022	J	`jnl`	Cyber Network Resilience against Self-Propagating Malware Attacks. CoRR Alesia Chernikova, Nicolò Gozzi, Simona Boboila, Priyanka Angadi, John Loughner, Matthew Wilden, Nicola Perra, Tina Eliassi-Rad, Alina Oprea
2022	J	`jnl`	Modeling Self-Propagating Malware with Epidemiological Models. CoRR Alesia Chernikova, Nicolò Gozzi, Simona Boboila, Nicola Perra, Tina Eliassi-Rad, Alina Oprea
2021	J	`jnl`	Collaborative Information Sharing for ML-Based Threat Detection. CoRR Talha Ongun, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Alastair Nottingham, Jason Hiser, Jack W. Davidson
2021	—	`conf`	PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection. CNS Talha Ongun, Oliver Spohngellert, Benjamin A. Miller, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Alastair Nottingham, Jack W. Davidson, Malathi Veeraraghavan
2021	J	`jnl`	PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection. CoRR Talha Ongun, Oliver Spohngellert, Benjamin A. Miller, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Alastair Nottingham, Jack W. Davidson, Malathi Veeraraghavan
2019	J	`jnl`	On Designing Machine Learning Models for Malicious Network Traffic Classification. CoRR Talha Ongun, Timothy Sakharaov, Simona Boboila, Alina Oprea, Tina Eliassi-Rad
2013	A	`conf`	Active flash: towards energy-efficient, in-situ data analytics on extreme-scale machines. FAST Devesh Tiwari, Simona Boboila, Sudharshan S. Vazhkudai, Youngjae Kim, Xiaosong Ma, Peter Desnoyers, Yan Solihin
2012	Misc	`conf`	Active Flash: Out-of-core data analytics on flash storage. MSST Simona Boboila, Youngjae Kim, Sudharshan S. Vazhkudai, Peter Desnoyers, Galen M. Shipman
2012	—	`conf`	Reducing Data Movement Costs Using Energy-Efficient, Active Computation on SSD. HotPower Devesh Tiwari, Sudharshan S. Vazhkudai, Youngjae Kim, Xiaosong Ma, Simona Boboila, Peter Desnoyers
2011	Misc	`conf`	Performance models of flash-based solid-state drives for real workloads. MSST Simona Boboila, Peter Desnoyers
2010	A	`conf`	Write Endurance in Flash Drives: Measurements and Analysis. FAST Simona Boboila, Peter Desnoyers