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🏢 Sharif University of Technology

Scanning Trojaned Models Using Out-of-Distribution Samples
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Machine Learning Deep Learning 🏢 Sharif University of Technology
TRODO: a novel trojan detection method using out-of-distribution samples, effectively identifies trojaned classifiers even against adversarial attacks and with limited data.
Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization
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AI Generated Machine Learning Domain Adaptation 🏢 Sharif University of Technology
This paper introduces DRODA, a novel method guaranteeing bounded error in gradual domain adaptation by leveraging manifold constraints and adaptive Wasserstein radii.