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James Holt

Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection

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Mar 23, 2024
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Small Effect Sizes in Malware Detection? Make Harder Train/Test Splits!

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Dec 25, 2023
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Reproducibility in Multiple Instance Learning: A Case For Algorithmic Unit Tests

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Oct 27, 2023
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Exploring the Sharpened Cosine Similarity

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Jul 25, 2023
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Recasting Self-Attention with Holographic Reduced Representations

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May 31, 2023
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A Coreset Learning Reality Check

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Jan 15, 2023
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Efficient Malware Analysis Using Metric Embeddings

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Dec 05, 2022
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Lempel-Ziv Networks

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Nov 23, 2022
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Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced Representations

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Jun 13, 2022
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Marvolo: Programmatic Data Augmentation for Practical ML-Driven Malware Detection

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Jun 07, 2022
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