Scholar

Nathan Drenkow

Google Scholar ID: SpbKOH0AAAAJ

Research Scientist - Computer Vision, The Johns Hopkins University, Applied Physics Laboratory

computer visionrobustnessdeep learning

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Citations & Impact

All-time

Citations

694

H-index

8

i10-index

7

Publications

20

Co-authors

0

Contact

No contact links provided.

Publications

7 items

Trojans in Artificial Intelligence (TrojAI) Final Report

2026

Cited

0

A Systematic Review of Poisoning Attacks Against Large Language Models

2025

Cited

0

Backdoors in DRL: Four Environments Focusing on In-distribution Triggers

2025

Cited

0

Investigating the Treacherous Turn in Deep Reinforcement Learning

2025

Cited

0

Detecting Dataset Bias in Medical AI: A Generalized and Modality-Agnostic Auditing Framework

2025

Cited

0

A Causal Framework for Aligning Image Quality Metrics and Deep Neural Network Robustness

2025

Cited

0

Causality-Driven Audits of Model Robustness

arXiv.org · 2024

Cited

3

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)