eFL-Boost: Efficient Federated Learning for Gradient Boosting Decision Trees by Fuki Yamamoto, Seiichi Ozawa, Lihua Wang

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Deobfuscation, unpacking, and decoding of obfuscated malicious JavaScript for machine learning models detection performance improvement by Samuel Ndichu, Sangwook Kim, Sangwook Kim, Seiichi Ozawa

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Detecting Web-Based Attacks with SHAP and Tree Ensemble Machine Learning Methods by Samuel Ndichu, Sangwook Kim, Seiichi Ozawa, Tao Ban, Takeshi Takahashi, Daisuke Inoue

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Understanding the Influence of AST-JS for Improving Malicious Webpage Detection by Muhammad Fakhrur Rozi, Seiichi Ozawa, Tao Ban, Sangwook Kim, Takeshi Takahashi, Daisuke Inoue

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Securing Code With Context: Enhancing Vulnerability Detection Through Contextualized Graph Representations by Muhammad Fakhrur Rozi, Tao Ban, Seiichi Ozawa, Akira Yamada, Takeshi Takahashi, Daisuke Inoue

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Logo Detection With No Priors by Diego A. Velazquez, Josep M. Gonfaus, Pau Rodriguez, F. Xavier Roca, Seiichi Ozawa, Jordi Gonzalez

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Detecting Malicious JavaScript Using Structure-Based Analysis of Graph Representation by Muhammad Fakhrur Rozi, Tao Ban, Seiichi Ozawa, Akira Yamada, Takeshi Takahashi, Sangwook Kim, Daisuke Inoue

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Personality Trait Analysis in Social Networks Based on Weakly Supervised Learning of Shared Images by Pau Rodríguez, Diego Velazquez, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca, Seiichi Ozawa, Jordi Gonzàlez

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Frequency-Based Enhancement Network for Efficient Super-Resolution by Parichehr Behjati, Pau Rodriguez, Carles Fernandez Tena, Armin Mehri, F. Xavier Roca, Seiichi Ozawa, Jordi Gonzalez

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