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A baseline for unsupervised advanced persistent threat detection in
  system-level provenance
v1v2v3v4 (latest)

A baseline for unsupervised advanced persistent threat detection in system-level provenance

17 June 2019
Ghita Berrada
Sidahmed Benabderrahmane
James Cheney
William Maxwell
Himan Mookherjee
Alec Theriault
Ryan Wright
ArXiv (abs)PDFHTML

Papers citing "A baseline for unsupervised advanced persistent threat detection in system-level provenance"

7 / 7 papers shown
Title
APT-LLM: Embedding-Based Anomaly Detection of Cyber Advanced Persistent Threats Using Large Language Models
APT-LLM: Embedding-Based Anomaly Detection of Cyber Advanced Persistent Threats Using Large Language Models
Sidahmed Benabderrahmane
Petko Valtchev
James Cheney
Talal Rahwan
110
1
0
13 Feb 2025
Security Approaches for Data Provenance in the Internet of Things: A
  Systematic Literature Review
Security Approaches for Data Provenance in the Internet of Things: A Systematic Literature Review
Omair Faraj
David Megías
Joaquin Garcia-Alfaro
30
0
0
03 Jul 2024
Hack Me If You Can: Aggregating AutoEncoders for Countering Persistent
  Access Threats Within Highly Imbalanced Data
Hack Me If You Can: Aggregating AutoEncoders for Countering Persistent Access Threats Within Highly Imbalanced Data
Sidahmed Benabderrahmane
Ngoc Hoang
Petko Valtchev
James Cheney
Talal Rahwan
54
3
0
27 Jun 2024
Kairos: Practical Intrusion Detection and Investigation using
  Whole-system Provenance
Kairos: Practical Intrusion Detection and Investigation using Whole-system Provenance
Zijun Cheng
Qiujian Lv
Jinyuan Liang
Yan Wang
Degang Sun
Thomas Pasquier
Xueyuan Han
87
41
0
09 Aug 2023
A Heterogeneous Graph Learning Model for Cyber-Attack Detection
A Heterogeneous Graph Learning Model for Cyber-Attack Detection
Mingqi Lv
Chengyu Dong
Tieming Chen
Tiantian Zhu
Qijie Song
Yuan Fan
AAML
36
4
0
16 Dec 2021
A Rule Mining-Based Advanced Persistent Threats Detection System
A Rule Mining-Based Advanced Persistent Threats Detection System
Sidahmed Benabderrahmane
Ghita Berrada
James Cheney
Petko Valtchev
41
7
0
20 May 2021
Categorical anomaly detection in heterogeneous data using minimum
  description length clustering
Categorical anomaly detection in heterogeneous data using minimum description length clustering
James Cheney
Xavier Gombau
Ghita Berrada
Sidahmed Benabderrahmane
16
1
0
14 Jun 2020
1