Simona Boboila

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 12

Top Topics

Malware Detection

Attack Scenarios

Malicious Executables

Top Venues

Publications

Giorgio Severi, Simona Boboila, John T. Holodnak, Kendra Kratkiewicz, Rauf Izmailov, Alina Oprea
Model-agnostic clean-label backdoor mitigation in cybersecurity environments. CoRR (2024)
Alesia Chernikova, Nicolò Gozzi, Nicola Perra, Simona Boboila, Tina Eliassi-Rad, Alina Oprea
Modeling self-propagating malware with epidemiological models. Appl. Netw. Sci. 8 (1) (2023)
Giorgio Severi, Simona Boboila, Alina Oprea, John T. Holodnak, Kendra Kratkiewicz, Jason Matterer
Poisoning Network Flow Classifiers. ACSAC (2023)
Giorgio Severi, Simona Boboila, Alina Oprea, John T. Holodnak, Kendra Kratkiewicz, Jason Matterer
Poisoning Network Flow Classifiers. CoRR (2023)
Talha Ongun, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Jack W. Davidson
CELEST: Federated Learning for Globally Coordinated Threat Detection. CoRR (2022)
Alesia Chernikova, Nicolò Gozzi, Simona Boboila, Priyanka Angadi, John Loughner, Matthew Wilden, Nicola Perra, Tina Eliassi-Rad, Alina Oprea
Cyber Network Resilience Against Self-Propagating Malware Attacks. ESORICS (1) (2022)
Alesia Chernikova, Nicolò Gozzi, Simona Boboila, Priyanka Angadi, John Loughner, Matthew Wilden, Nicola Perra, Tina Eliassi-Rad, Alina Oprea
Cyber Network Resilience against Self-Propagating Malware Attacks. CoRR (2022)
Alesia Chernikova, Nicolò Gozzi, Simona Boboila, Nicola Perra, Tina Eliassi-Rad, Alina Oprea
Modeling Self-Propagating Malware with Epidemiological Models. CoRR (2022)
Talha Ongun, Oliver Spohngellert, Benjamin A. Miller, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Alastair Nottingham, Jack W. Davidson, Malathi Veeraraghavan
PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection. CoRR (2021)
Talha Ongun, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Alastair Nottingham, Jason Hiser, Jack W. Davidson
Collaborative Information Sharing for ML-Based Threat Detection. CoRR (2021)
Talha Ongun, Oliver Spohngellert, Benjamin A. Miller, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Alastair Nottingham, Jack W. Davidson, Malathi Veeraraghavan
PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection. CNS (2021)
Talha Ongun, Timothy Sakharaov, Simona Boboila, Alina Oprea, Tina Eliassi-Rad
On Designing Machine Learning Models for Malicious Network Traffic Classification. CoRR (2019)
Devesh Tiwari, Simona Boboila, Sudharshan S. Vazhkudai, Youngjae Kim, Xiaosong Ma, Peter Desnoyers, Yan Solihin
Active flash: towards energy-efficient, in-situ data analytics on extreme-scale machines. FAST (2013)
Devesh Tiwari, Sudharshan S. Vazhkudai, Youngjae Kim, Xiaosong Ma, Simona Boboila, Peter Desnoyers
Reducing Data Movement Costs Using Energy-Efficient, Active Computation on SSD. HotPower (2012)
Simona Boboila, Youngjae Kim, Sudharshan S. Vazhkudai, Peter Desnoyers, Galen M. Shipman
Active Flash: Out-of-core data analytics on flash storage. MSST (2012)
Simona Boboila, Peter Desnoyers
Performance models of flash-based solid-state drives for real workloads. MSST (2011)
Simona Boboila, Peter Desnoyers
Write Endurance in Flash Drives: Measurements and Analysis. FAST (2010)