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Researcher profile

Ehsan Abbasnejad

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Predicting is not Understanding: Recognizing and Addressing Underspecification in Machine Learning

    2022 · arXiv (Cornell University)

    Machine learning (ML) models are typically optimized for their accuracy on a given dataset. However, this predictive criterion rarely captures all desirable properties of a model, in particular how well it matches a domain expert's …

  2. Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness

    2023 · Proceedings of the AAAI Conference on Artificial Intelligence

    We present a new algorithm to train a robust malware detector. Malware is a prolific problem and malware detectors are a front-line defense. Modern detectors rely on machine learning algorithms. Now, the adversarial objective is …