2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.AI2025
AUTHENTICATION: Identifying Rare Failure Modes in Autonomous Vehicle Perception Systems using Adversarially Guided Diffusion Models
Mohammad Zarei, Melanie A Jutras, Eliana Evans +2
Autonomous Vehicles (AVs) rely on artificial intelligence (AI) to accurately detect objects and interpret their surroundings. However, even when trained using millions of miles of…
cs.CR2024
The AI Security Pyramid of Pain
Chris M. Ward, Josh Harguess, Julia Tao +3
We introduce the AI Security Pyramid of Pain, a framework that adapts the cybersecurity Pyramid of Pain to categorize and prioritize AI-specific threats. This framework provides a…
cs.CV2022★ 2 cited
Synthetic Dataset Generation for Adversarial Machine Learning Research
Xiruo Liu, Shibani Singh, Cory Cornelius +4
Existing adversarial example research focuses on digitally inserted perturbations on top of existing natural image datasets. This construction of adversarial examples is not realis…