Fabio Di Troia - Publications, H-index & Citations

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Fabio Di Troia

san josé state university

18H-index

99Paper Count

1.5KCitation Count

Published Papers 8

Publication Date

Integrating Opcode N-Grams and Word Embeddings for Enhanced Malware Classification: A Comparative Study with Transformer-Based Representations

Electronics

IF2.6

2026-09-03

OAAI

Siddhita Joshi; Sonya Hu; Fabio Di Troia

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A comparative study of linear and non-linear dimensionality reduction for opcode-frequency malware classification

Journal of Computer Virology and Hacking Techniques

IF1.9

2026-01-28

PREAI

Lu, Chandler; Di Troia, Fabio

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Embedding-Driven Synthetic Malware Generation with Autoencoders and Cluster-Tangent Diffusion

APPLIED SCIENCES-BASEL

IF2.5

2025-11-05

OAAI

Kapoor, Gunnika; Nadipalli, Sathvika; Di Troia, Fabio

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Discriminative Regions and Adversarial Sensitivity in CNN-Based Malware Image Classification

Electronics 2025, Vol. 14, Page 3937

IF2.6

2025-10-04

OAAI

Anish Roy; Fabio Di Troia

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Robust Hashing for Improved CNN Performance in Image-Based Malware Detection

Electronics 2025, Vol. 14, Page 3915

IF2.6

2025-10-02

OAAI

Sanket Shekhar Kulkarni; Fabio Di Troia

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Generating Synthetic Malware Samples Using Generative AI

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Bao, Tiffany; Trousil, Kylie; Tran, Quang Duy; Di Troia, Fabio; Park, Younghee

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Detecting malware evolution using support vector machines

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-04-01

PREAI

Wadkar, Mayuri; Di Troia, Fabio; Stamp, Mark

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Feature analysis of encrypted malicious traffic

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2019-07-01

OAAI

Shekhawat, Anish Singh; Di Troia, Fabio; Stamp, Mark

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Research Directions