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Nathaniel D. Bastian — most-cited papers & profile · Cybersecurity
← authors
·
overview
Nathaniel D. Bastian
20
papers ·
47
citations ·
24
h-index
United States Military Academy · Cyber University · American Military Academy
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Most-cited papers
Deep PackGen: A Deep Reinforcement Learning Framework for Adversarial Network Packet Generation
2023 · 10 citations
XG-NID: Dual-Modality Network Intrusion Detection using a Heterogeneous Graph Neural Network and Large Language Model
2024 · 5 citations
Real-time Network Intrusion Detection via Decision Transformers
2023 · 4 citations
A Hypergraph-Based Machine Learning Ensemble Network Intrusion Detection System
2022 · 3 citations
A Synergistic Approach In Network Intrusion Detection By Neurosymbolic AI
2024 · 3 citations
Cybersecurity Anomaly Detection in Adversarial Environments
2021 · 2 citations
RIDE: Real-time Intrusion Detection via Explainable Machine Learning Implemented in a Memristor Hardware Architecture
2023 · 2 citations
Adapting Under Fire: Multi-Agent Reinforcement Learning for Adversarial Drift in Network Security
2025
TrojFM: Resource-efficient Backdoor Attacks against Very Large Foundation Models
2024
Top co-authors
Ankit Shah
· 2
Gina Adam
· 2
Jingdi Chen
· 2
Tian Lan
· 2
Ahtesham Bakht
· 1
Alexander Chang
· 1
Alice Bizzarri
· 1
Aritran Piplai
· 1
Brian Jalaian
· 1
Chung-En Yu
· 1
David Bierbrauer
· 1
Dawn. Song
· 1
Topics
Network Security
Anomaly Detection
Adversarial ML
LLM Security
Malware Detection
Threat Intelligence
Vulnerability Detection