Kairos: Practical Intrusion Detection and Investigation using
Whole-system Provenance

Kairos: Practical Intrusion Detection and Investigation using Whole-system Provenance

9 August 2023

Thomas Pasquier

Papers citing "Kairos: Practical Intrusion Detection and Investigation using Whole-system Provenance"

17 / 17 papers shown

Title
Modeling Behavioral Preferences of Cyber Adversaries Using Inverse Reinforcement Learning Aditya Shinde Prashant Doshi AAML 19 0 0 02 May 2025
Deep Learning-based Intrusion Detection Systems: A Survey Zhiwei Xu Yujuan Wu Shiheng Wang Jiabao Gao Tian Qiu Ziqi Wang Hai Wan Xibin Zhao 26 1 0 10 Apr 2025
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 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 Wenhan Jiang Tingting Chai Hongri Liu Kai Wang Hongke Zhang 39 0 0 13 Jan 2025
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 Yi-Ting Huang Y. Guo Yuqing Yang Guo-Wei Wong Yu-Zih Jheng Yeali S. Sun Jessemyn Modini Timothy Lynar M. Chen 68 0 0 20 Nov 2024
Winemaking: Extracting Essential Insights for Efficient Threat Detection in Audit Logs Weiheng Wu Wei Qiao Wenhao Yan Bo-Sian Jiang Yuling Liu Baoxu Liu Zhigang Lu JunRong Liu 34 0 0 05 Nov 2024
Slot: Provenance-Driven APT Detection through Graph Reinforcement Learning Wei Qiao Yebo Feng Teng Li Zijian Zhang Zhengzi Xu Zhuo Ma Yulong Shen 36 0 0 23 Oct 2024
CRUcialG: Reconstruct Integrated Attack Scenario Graphs by Cyber Threat Intelligence Reports Wenrui Cheng Tiantian Zhu Tieming Chen Qixuan Yuan J. Ying Hongmei Li Chunlin Xiong Mingda Li Mingqi Lv Yan Chen 23 1 0 15 Oct 2024
HADES: Detecting Active Directory Attacks via Whole Network Provenance Analytics Qi Liu Kaibin Bao Wajih Ul Hassan V. Hagenmeyer AAML 25 1 0 26 Jul 2024
Accurate and Scalable Detection and Investigation of Cyber Persistence Threats Qi Liu Muhammad Shoaib M. U. Rehman Kaibin Bao V. Hagenmeyer Wajih Ul Hassan 27 1 0 26 Jul 2024
From Sands to Mansions: Towards Automated Cyberattack Emulation with Classical Planning and Large Language Models Lingzhi Wang Zhenyuan Li Zonghan Guo Yi Jiang Kyle Jung Kedar Thiagarajan Jiahui Wang Zhengkai Wang Emily Wei Xiangmin Shen 65 0 0 24 Jul 2024
Carbon Filter: Real-time Alert Triage Using Large Scale Clustering and Fast Search Jonathan Oliver Raghav Batta Adam Bates M. A. Inam Shelly Mehta Shugao Xia 20 0 0 07 May 2024
Incorporating Gradients to Rules: Towards Lightweight, Adaptive Provenance-based Intrusion Detection Lingzhi Wang Xiangmin Shen Weijian Li Zhenyuan Li R. Sekar Han Liu Yan Chen AAML 28 1 0 23 Apr 2024
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 24 69 0 08 Nov 2021