DeepHunter: A Graph Neural Network Based Approach for Robust Cyber
Threat Hunting

DeepHunter: A Graph Neural Network Based Approach for Robust Cyber Threat Hunting

20 April 2021

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Papers citing "DeepHunter: A Graph Neural Network Based Approach for Robust Cyber Threat Hunting"

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Title
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 511 42,449 0 03 Dec 2019
POIROT: Aligning Attack Behavior with Kernel Audit Records for Cyber Threat Hunting Sadegh M. Milajerdi Birhanu Eshete Rigel Gjomemo V. Venkatakrishnan 25 206 0 30 Sep 2019
Graph Matching Networks for Learning the Similarity of Graph Structured Objects Yujia Li Chenjie Gu T. Dullien Oriol Vinyals Pushmeet Kohli 105 530 0 29 Apr 2019
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
Learning-based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set Matching Yunsheng Bai Haoyang Ding Yizhou Sun Wei Wang GNN 68 103 0 10 Sep 2018
SimGNN: A Neural Network Approach to Fast Graph Similarity Computation Yunsheng Bai Haoyang Ding Song Bian Ting-Li Chen Yizhou Sun Wei Wang GNN 59 324 0 16 Aug 2018
Know Abnormal, Find Evil: Frequent Pattern Mining for Ransomware Threat Hunting and Intelligence Sajad Homayoun Ali Dehghantanha Marzieh Ahmadzadeh S. Hashemi R. Khayami 42 161 0 06 Aug 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
Practical Whole-System Provenance Capture Thomas Pasquier Xueyuan Han Mark Goldstein Thomas Moyer David Eyers Margo Seltzer J. Bacon 36 162 0 14 Nov 2017
Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection Xiaojun Xu Chang-rui Liu Qian Feng Heng Yin Le Song Basel Alomair GNN 49 582 0 22 Aug 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 641 29,076 0 09 Sep 2016
Detection of Early-Stage Enterprise Infection by Mining Large-Scale Log Data Alina Oprea Zhou Li T. Yen Sang Chin Sumayah A. Alrwais 59 172 0 18 Nov 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 254 9,242 0 16 May 2014