Awesome Cybersecurity
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Simona Boboila — most-cited papers & profile · Cybersecurity
← authors
·
overview
Simona Boboila
10
papers ·
37
citations ·
9
h-index
Northeastern University · Eastern University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
On Designing Machine Learning Models for Malicious Network Traffic Classification
2019 · 18 citations
CELEST: Federated Learning for Globally Coordinated Threat Detection
2022 · 6 citations
Modeling Self-Propagating Malware with Epidemiological Models
2022 · 1 citations
Poisoning Network Flow Classifiers
2023 · 1 citations
Model-agnostic clean-label backdoor mitigation in cybersecurity environments
2024 · 1 citations
Quantitative Resilience Modeling for Autonomous Cyber Defense
2025
Collaborative Information Sharing for ML-Based Threat Detection
2021
PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection
2021
Top co-authors
Alina Oprea
· 6
Talha Ongun
· 4
Tina Eliassi-Rad
· 4
Jack Davidson
· 3
Jason Hiser
· 3
Alastair Nottingham
· 2
Giorgio Severi
· 2
John Holodnak
· 2
Kendra Kratkiewicz
· 2
Alesia Chernikova
· 1
Alina Oprea
· 1
Alina Oprea
· 1
Topics
Threat Intelligence
Malware Detection
Network Security
Adversarial ML
Anomaly Detection
Vulnerability Detection
LLM Security