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Nathaniel D. Bastian — most-cited papers & profile · Generative Models
← authors
·
overview
Nathaniel D. Bastian
16
papers ·
8
citations ·
24
h-index
United States Military Academy · Cyber University · American Military Academy
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Intelligent Systems Design For Malware Classification Under Adversarial Conditions
2019 · 8 citations
Trident : How to Break Deep Reinforcement Learning Cyber Defenses (Agentic)
2026
An Automated, Scalable Machine Learning Model Inversion Assessment Pipeline
2025
ORCA: An Agentic Reasoning Framework for Hallucination and Adversarial Robustness in Vision-Language Models
2025
TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision
2025
Calibrating Uncertainty Quantification of Multi-Modal LLMs using Grounding
2025
PacketCLIP: Multi-Modal Embedding of Network Traffic and Language for Cybersecurity Reasoning
2025
Algorithm Selection Framework for Cyber Attack Detection
2020
A Synergistic Approach In Network Intrusion Detection By Neurosymbolic AI
2024
Top co-authors
Armita Kazeminajafabadi
· 1
Hyunwoo Oh
· 1
Ian Bryant
· 1
Mahdi Imani
· 1
Mohsen Imani
· 1
Ryozo Masukawa
· 1
Sanggeon Yun
· 1
Sungheon Jeong
· 1
Topics
Adversarial ML
Threat Intelligence
Vulnerability Detection
cs.CR
LLM Security
Privacy
Vision-Language Models
Video-Language
Visual QA & Reasoning
Embodied & Agents