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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Arlene R. Caballero

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3 papers indexed here

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Conference Aug 2026

Digital Forensic Detection of Forged Driver's Licenses Using Optimized ResNet50 and Handcrafted Feature Baselines

Automated forged driver's license detection is important for digital identity verification, but many prior studies are difficult to compare because they use different datasets, preprocessing pipelines, and evaluation protocols. This paper presents a controlled comparison of handcrafted and deep learning pipelines for b...

Roshan Andrei S. Dizon, Pochiolo Iñigo S. Esguerra, Arlene R. Caballero et al. · 0 citations
Conference Aug 2026

Active Learning-Based Smart Contract Vulnerability Detection Using Ensemble Classifiers

Smart contract vulnerabilities continue to threaten the security and reliability of blockchain-based applications, especially as blockchain systems are increasingly integrated into digital finance, supply chains, identity management, and other intelligent service environments. In these convergent digital systems, depen...

G. A. Sampedro, Arlene R. Caballero · 0 citations
Open access Sep 2026

Comparative evaluation of active learning, random sampling, and deep learning for smart contract vulnerability detection

Findings indicate that ensemble-based classifiers (Random Forest, CatBoost) are better suited to this structured smart contract feature representation than the evaluated deep learning baselines.

G. A. Sampedro, Yan-Hui Cheng, Arlene R. Caballero et al. · 0 citations

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