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08/08/2022
Continual Reinforcement Learning with TELLA
Training reinforcement learning agents that continually learn across mul...
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12/11/2020
Objectness-Guided Open Set Visual Search and Closed Set Detection
Searching for small objects in large images is currently challenging for...
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12/11/2020
Random Projections for Adversarial Attack Detection
Whilst adversarial attack detection has received considerable attention,...
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05/01/2020
Jacks of All Trades, Masters Of None: Addressing Distributional Shift and Obtrusiveness via Transparent Patch Attacks
We focus on the development of effective adversarial patch attacks and –...
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03/13/2020
The TrojAI Software Framework: An OpenSource tool for Embedding Trojans into Deep Learning Models
In this paper, we introduce the TrojAI software framework, an open sourc...
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05/28/2018
Adversarial Examples in Remote Sensing
This paper considers attacks against machine learning algorithms used in...
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11/21/2017