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Bait and Switch: Online Training Data Poisoning of Autonomous Driving Systems
We show that by controlling parts of a physical environment in which a p...
11/08/2020 ∙ by Naman Patel, et al. ∙
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Detecting Backdoors in Neural Networks Using Novel Feature-Based Anomaly Detection
This paper proposes a new defense against neural network backdooring att...
11/04/2020 ∙ by Hao Fu, et al. ∙
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Hardware Trojan Detection Using Controlled Circuit Aging
This paper reports a novel approach that uses transistor aging in an int...
04/06/2020 ∙ by Virinchi Roy Surabhi, et al. ∙
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NNoculation: Broad Spectrum and Targeted Treatment of Backdoored DNNs
This paper proposes a novel two-stage defense (NNoculation) against back...
02/19/2020 ∙ by Akshaj Kumar Veldanda, et al. ∙
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Adversarial Learning-Based On-Line Anomaly Monitoring for Assured Autonomy
The paper proposes an on-line monitoring framework for continuous real-t...
11/12/2018 ∙ by Naman Patel, et al. ∙
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