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MAGIC: Detecting Advanced Persistent Threats via Masked Graph
  Representation Learning

MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning

15 October 2023
Zian Jia
Yun Xiong
Yuhong Nan
Yao Zhang
Jinjing Zhao
Mi Wen
ArXivPDFHTML

Papers citing "MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning"

11 / 11 papers shown
Title
MDHP-Net: Detecting an Emerging Time-exciting Threat in IVN
MDHP-Net: Detecting an Emerging Time-exciting Threat in IVN
Qi Liu
Y. Liu
Ruifeng Li
Chenhong Cao
Yangfu Li
Xuzhao Li
Peng Wang
Runhan Feng
Shiyang Bu
26
0
0
16 Apr 2025
Sentient: Multi-Scenario Behavioral Intent Analysis for Advanced Persistent Threat Detection
Sentient: Multi-Scenario Behavioral Intent Analysis for Advanced Persistent Threat Detection
Wenhao Yan
Ning An
Wei Qiao
Weiheng Wu
Bo-Sian Jiang
Yuling Liu
Zhigang Lu
JunRong Liu
62
0
0
10 Feb 2025
SHIELD: APT Detection and Intelligent Explanation Using LLM
SHIELD: APT Detection and Intelligent Explanation Using LLM
Parth Atulbhai Gandhi
Prasanna N. Wudali
Yonatan Amaru
Yuval Elovici
A. Shabtai
AAML
61
1
0
04 Feb 2025
TFLAG:Towards Practical APT Detection via Deviation-Aware Learning on Temporal Provenance Graph
TFLAG:Towards Practical APT Detection via Deviation-Aware Learning on Temporal Provenance Graph
Wenhan Jiang
Tingting Chai
Hongri Liu
Kai Wang
Hongke Zhang
44
0
0
13 Jan 2025
CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks
CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks
Atmane Ayoub Mansour Bahar
Kamel Soaid Ferrahi
Mohamed-Lamine Messai
H. Seba
Karima Amrouche
36
0
0
08 Jan 2025
METANOIA: A Lifelong Intrusion Detection and Investigation System for Mitigating Concept Drift
J. Ying
Tiantian Zhu
Aohan Zheng
Tieming Chen
Mingqi Lv
Yan Chen
39
0
0
03 Jan 2025
SAGA: Synthetic Audit Log Generation for APT Campaigns
SAGA: Synthetic Audit Log Generation for APT Campaigns
Yi-Ting Huang
Y. Guo
Yuqing Yang
Guo-Wei Wong
Yu-Zih Jheng
Yeali S. Sun
Jessemyn Modini
Timothy Lynar
M. Chen
70
0
0
20 Nov 2024
Slot: Provenance-Driven APT Detection through Graph Reinforcement Learning
Slot: Provenance-Driven APT Detection through Graph Reinforcement Learning
Wei Qiao
Yebo Feng
Teng Li
Zijian Zhang
Zhengzi Xu
Zhuo Ma
Yulong Shen
38
0
0
23 Oct 2024
Accurate and Scalable Detection and Investigation of Cyber Persistence
  Threats
Accurate and Scalable Detection and Investigation of Cyber Persistence Threats
Qi Liu
Muhammad Shoaib
M. U. Rehman
Kaibin Bao
V. Hagenmeyer
Wajih Ul Hassan
29
1
0
26 Jul 2024
RAPID: Robust APT Detection and Investigation Using Context-Aware Deep
  Learning
RAPID: Robust APT Detection and Investigation Using Context-Aware Deep Learning
Yonatan Amaru
Prasanna N. Wudali
Yuval Elovici
A. Shabtai
47
1
0
08 Jun 2024
threaTrace: Detecting and Tracing Host-based Threats in Node Level
  Through Provenance Graph Learning
threaTrace: Detecting and Tracing Host-based Threats in Node Level Through Provenance Graph Learning
Su Wang
Zhiliang Wang
Tao Zhou
Xia Yin
Dongqi Han
Han Zhang
Hongbin Sun
Xingang Shi
Jiahai Yang
29
69
0
08 Nov 2021
1