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Researcher profile

Mojan Javaheripi

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. HASHTAG: Hash Signatures for Online Detection of Fault-Injection Attacks on Deep Neural Networks

    2021 · arXiv (Cornell University)

    We propose HASHTAG, the first framework that enables high-accuracy detection of fault-injection attacks on Deep Neural Networks (DNNs) with provable bounds on detection performance. Recent literature in fault-injection attacks shows the severe DNN accuracy degradation …

  2. AdaGL: Adaptive Learning for Agile Distributed Training of Gigantic GNNs

    2023

    Distributed GNN training on contemporary massive and densely connected graphs requires information aggregation from all neighboring nodes, which leads to an explosion of inter-server communications. This paper proposes AdaGL, a highly scalable end-to-end framework for …