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

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

17 June 2019

Sidahmed Benabderrahmane

William Maxwell

Himan Mookherjee

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

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Title
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 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 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 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 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 Sidahmed Benabderrahmane Ghita Berrada James Cheney Petko Valtchev 44 7 0 20 May 2021
Categorical anomaly detection in heterogeneous data using minimum description length clustering James Cheney Xavier Gombau Ghita Berrada Sidahmed Benabderrahmane 18 1 0 14 Jun 2020