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James Holt

Living off the Analyst: Harvesting Features from Yara Rules for Malware Detection

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Nov 27, 2024
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Stabilizing Linear Passive-Aggressive Online Learning with Weighted Reservoir Sampling

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Oct 31, 2024
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Is Function Similarity Over-Engineered? Building a Benchmark

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Oct 30, 2024
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A Walsh Hadamard Derived Linear Vector Symbolic Architecture

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Oct 30, 2024
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High-Dimensional Distributed Sparse Classification with Scalable Communication-Efficient Global Updates

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Jul 08, 2024
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Optimizing the Optimal Weighted Average: Efficient Distributed Sparse Classification

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Jun 03, 2024
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Assemblage: Automatic Binary Dataset Construction for Machine Learning

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May 07, 2024
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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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