Sean Michael Kennedy

Sean Michael Kennedy
  • Master of Science
  • AI Researcher at United States Air Force Research Laboratory

About

7
Publications
1,099
Reads
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116
Citations
Current institution
United States Air Force Research Laboratory
Current position
  • AI Researcher

Publications

Publications (7)
Preprint
Full-text available
Including human analysis has the potential to positively affect the robustness of Deep Neural Networks and is relatively unexplored in the Adversarial Machine Learning literature. Neural network visual explanation maps have been shown to be prone to adversarial attacks. Further research is needed in order to select robust visualizations of explanat...
Conference Paper
Full-text available
Including human analysis has the potential to positively affect the robustness of Deep Neural Networks and is relatively unexplored in the Adversarial Machine Learning literature. Neural network visual explanation maps have been shown to be prone to adversarial attacks. Further research is needed in order to select robust visualizations of explanat...
Preprint
This paper investigates the privacy leakage of smart speakers under an encrypted traffic analysis attack, referred to as voice command fingerprinting. In this attack, an adversary can eavesdrop both outgoing and incoming encrypted voice traffic of a smart speaker, and infers which voice command a user says over encrypted traffic. We first built an...

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