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05/28/2022
Contributor-Aware Defenses Against Adversarial Backdoor Attacks
Deep neural networks for image classification are well-known to be vulne...
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02/09/2022
False Memory Formation in Continual Learners Through Imperceptible Backdoor Trigger
In this brief, we show that sequentially learning new information presen...
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02/16/2021
Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models
Continual (or "incremental") learning approaches are employed when addit...
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11/26/2020
Comparative Analysis of Extreme Verification Latency Learning Algorithms
One of the more challenging real-world problems in computational intelli...
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10/27/2020
Comparison Analysis of Tree Based and Ensembled Regression Algorithms for Traffic Accident Severity Prediction
Rapid increase of traffic volume on urban roads over time has changed th...
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02/17/2020