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Futai Zou

affiliation not provided to SSRN

SCHOLARLY PAPERS

6

DOWNLOADS

1,688

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Llm-Tikg: Threat Intelligence Knowledge Graph Construction Utilizing Large Language Model

Number of pages: 11 Posted: 21 Dec 2023
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 1,468 (32,701)

Abstract:

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Threat intelligence, large language model, Knowledge Graph, TTP classification

2.

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

Number of pages: 15 Posted: 03 Dec 2025
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

3.

Distr: Detecting Multi-Stage Iot Botnets Through Contextual Traffic and Causal Analytics

Number of pages: 15 Posted: 14 Dec 2024
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 56 (1,010,164)

Abstract:

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IoT Security, contextual traffic, causal analytics, Botnet Detection, Network Security

4.

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

5.

Sequential Feature-Based Backdoor Detection in Deep Neural Networks Via Few-Shot Learning

Number of pages: 13 Posted: 15 Aug 2025
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 34 (1,263,436)

Abstract:

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Backdoor defense, data-free, sequence analysis, few-shot learning

6.

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