SHIELD: APT Detection and Intelligent Explanation Using LLM

SHIELD: APT Detection and Intelligent Explanation Using LLM

4 February 2025

Parth Atulbhai Gandhi

Prasanna N. Wudali

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Papers citing "SHIELD: APT Detection and Intelligent Explanation Using LLM"

9 / 9 papers shown

Title
AI-Driven Guided Response for Security Operation Centers with Microsoft Copilot for Security Scott Freitas Jovan Kalajdjieski Amir Gharib Robert McCann 22 5 0 12 Jul 2024
NODLINK: An Online System for Fine-Grained APT Attack Detection and Investigation Shaofei Li Feng Dong Xusheng Xiao Haoyu Wang Fei Shao Jiedong Chen Yao Guo Xiangqun Chen Ding Li 71 21 0 04 Nov 2023
MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning Zian Jia Yun Xiong Yuhong Nan Yao Zhang Jinjing Zhao Mi Wen 64 22 0 15 Oct 2023
Kairos: Practical Intrusion Detection and Investigation using Whole-system Provenance Zijun Cheng Qiujian Lv Jinyuan Liang Yan Wang Degang Sun Thomas Pasquier Xueyuan Han 52 36 0 09 Aug 2023
LAnoBERT: System Log Anomaly Detection based on BERT Masked Language Model Yukyung Lee Jina Kim Pilsung Kang 31 83 0 18 Nov 2021
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 61 73 0 08 Nov 2021
LogBERT: Log Anomaly Detection via BERT Haixuan Guo Shuhan Yuan Xintao Wu 71 221 0 07 Mar 2021
HOLMES: Real-time APT Detection through Correlation of Suspicious Information Flows Sadegh M. Milajerdi Rigel Gjomemo Birhanu Eshete R. Sekar V. Venkatakrishnan 42 398 0 03 Oct 2018
SLEUTH: Real-time Attack Scenario Reconstruction from COTS Audit Data M. Hossain Sadegh M. Milajerdi Junao Wang Birhanu Eshete Rigel Gjomemo R. Sekar Scott D. Stoller V. Venkatakrishnan 38 219 0 06 Jan 2018