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Heming Zhang

affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

130

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

ApexSentinel: Detecting and Explaining Advanced Persistent Threats with Large Language Models

Number of pages: 15 Posted: 03 Dec 2025
Jiayi Zhang, Futai Zou, Canyang Wu and Heming Zhang
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 66 (1,031,043)

Abstract:

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large language model, APT detection, Provenance Graph, attack inference

2.

FSST: A Few-Shot Self-Supervised Framework for Encrypted Traffic Detection

Number of pages: 15 Posted: 31 Dec 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Beijing Institute of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Shanghai Jiao Tong University (SJTU) - Department of Respiratory Medicine
Downloads 41 (1,183,237)

Abstract:

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Encrypted traffic classification, few-Shot Learning, self-supervised learning, Contrastive predictive coding, masked autoencoder, pseudo labels

3.

STED: A Spatio-Temporal Enhanced Detector for Encrypted Network Traffic

Number of pages: 12 Posted: 15 Jan 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 23 (1,424,331)

Abstract:

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spatio-temporal model, lightweight classification, encrypted traffic detection, Transformer