Fabio Di Troia - Publications, H-index & Citations

Fabio Di Troia

san josé state university

18H指数

99论文数

1.5K被引数

收录论文 8

发表时间

Integrating Opcode N-Grams and Word Embeddings for Enhanced Malware Classification: A Comparative Study with Transformer-Based Representations 基于Transformer表示的比较研究：通过集成操作码N-gram和词嵌入增强恶意软件分类

Electronics

IF2.6

2026-09-03

OAAI

Siddhita Joshi; Sonya Hu; Fabio Di Troia

A comparative study of linear and non-linear dimensionality reduction for opcode-frequency malware classification 线性与非线性降维在操作码频率恶意软件分类中的比较研究

Journal of Computer Virology and Hacking Techniques

IF1.9

2026-01-28

PREAI

Lu, Chandler; Di Troia, Fabio

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

Discriminative Regions and Adversarial Sensitivity in CNN-Based Malware Image Classification 判别性区域和对抗性敏感性在基于CNN的恶意软件图像分类中的应用

Electronics 2025, Vol. 14, Page 3937

IF2.6

2025-10-04

OAAI

Anish Roy; Fabio Di Troia

Robust Hashing for Improved CNN Performance in Image-Based Malware Detection 基于图像的恶意软件检测中用于提升CNN性能的鲁棒哈希

Electronics 2025, Vol. 14, Page 3915

IF2.6

2025-10-02

OAAI

Sanket Shekhar Kulkarni; Fabio Di Troia

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

Detecting malware evolution using support vector machines 基于支持向量机的恶意软件进化检测

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-04-01

PREAI

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

Feature analysis of encrypted malicious traffic

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2019-07-01

OAAI

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

研究方向