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2020 – today
- 2024
[i9]Giorgio Severi, Simona Boboila, John T. Holodnak, Kendra Kratkiewicz, Rauf Izmailov, Alina Oprea:
Model-agnostic clean-label backdoor mitigation in cybersecurity environments. CoRR abs/2407.08159 (2024)- [i8]Aditya Vikram Singh, Ethan Rathbun, Emma Graham, Lisa Oakley, Simona Boboila, Alina Oprea, Peter Chin:
Hierarchical Multi-agent Reinforcement Learning for Cyber Network Defense. CoRR abs/2410.17351 (2024) - 2023
- [j1]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): 52 (2023) - [c8]Giorgio Severi
, Simona Boboila, Alina Oprea, John T. Holodnak, Kendra Kratkiewicz, Jason Matterer:
Poisoning Network Flow Classifiers. ACSAC 2023: 337-351 - [i7]Giorgio Severi, Simona Boboila, Alina Oprea, John T. Holodnak, Kendra Kratkiewicz, Jason Matterer:
Poisoning Network Flow Classifiers. CoRR abs/2306.01655 (2023) - 2022
- [c7]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: 531-550 - [i6]Talha Ongun, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Jack W. Davidson:
CELEST: Federated Learning for Globally Coordinated Threat Detection. CoRR abs/2205.11459 (2022) - [i5]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 abs/2206.13594 (2022) - [i4]Alesia Chernikova, Nicolò Gozzi, Simona Boboila, Nicola Perra, Tina Eliassi-Rad, Alina Oprea:
Modeling Self-Propagating Malware with Epidemiological Models. CoRR abs/2208.03276 (2022) - 2021
- [c6]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: 182-190 - [i3]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 abs/2104.11636 (2021) - [i2]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 abs/2112.13798 (2021)
2010 – 2019
- 2019
- [i1]Talha Ongun, Timothy Sakharaov, Simona Boboila, Alina Oprea, Tina Eliassi-Rad:
On Designing Machine Learning Models for Malicious Network Traffic Classification. CoRR abs/1907.04846 (2019) - 2013
- [c5]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: 119-132 - 2012
- [c4]Simona Boboila, Youngjae Kim, Sudharshan S. Vazhkudai, Peter Desnoyers, Galen M. Shipman:
Active Flash: Out-of-core data analytics on flash storage. MSST 2012: 1-12 - [c3]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 - 2011
- [c2]Simona Boboila, Peter Desnoyers:
Performance models of flash-based solid-state drives for real workloads. MSST 2011: 1-6 - 2010
- [c1]Simona Boboila, Peter Desnoyers:
Write Endurance in Flash Drives: Measurements and Analysis. FAST 2010: 115-128
Coauthor Index
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