Tiresias: Predicting Security Events Through Deep Learning

24 May 2019

Yun Shen

Enrico Mariconti

Pierre-Antoine Vervier

Gianluca Stringhini

AAML

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Papers citing "Tiresias: Predicting Security Events Through Deep Learning"

26 / 26 papers shown

Title
Automated Alert Classification and Triage (AACT): An Intelligent System for the Prioritisation of Cybersecurity Alerts Melissa Turcotte François Labrèche Serge-Olivier Paquette 19 0 0 14 May 2025
Tweezers: A Framework for Security Event Detection via Event Attribution-centric Tweet Embedding Jian Cui Hanna Kim Eugene Jang Dayeon Yim Kicheol Kim Yongjae Lee Jin-Woo Chung Seungwon Shin Xiaojing Liao 33 0 0 12 Sep 2024
ORCHID: Streaming Threat Detection over Versioned Provenance Graphs Akul Goyal Jason Liu Adam Bates Gang Wang AI4TS 21 1 0 23 Aug 2024
EagleEye: Attention to Unveil Malicious Event Sequences from Provenance Graphs Philipp Gysel Candid Wuest Kenneth Nwafor Otakar Jašek Andrey Ustyuzhanin D. Divakaran 37 0 0 17 Aug 2024
Nip in the Bud: Forecasting and Interpreting Post-exploitation Attacks in Real-time through Cyber Threat Intelligence Reports Tiantian Zhu Jie Ying Tieming Chen Chunlin Xiong Wenrui Cheng Qixuan Yuan Aohan Zheng Mingqi Lv Yan Chen 36 4 0 05 May 2024
LAN: Learning Adaptive Neighbors for Real-Time Insider Threat Detection Xiangrui Cai Yang Wang Sihan Xu Hao Li Ying Zhang Zheli Liu Xiaojie Yuan 36 2 0 14 Mar 2024
MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning Zian Jia Yun Xiong Yuhong Nan Yao Zhang Jinjing Zhao Mi Wen 21 16 0 15 Oct 2023
Auditing Frameworks Need Resource Isolation: A Systematic Study on the Super Producer Threat to System Auditing and Its Mitigation Peng Jiang Ruizhe Huang Ding Li Yao Guo Xiangqun Chen Jianhai Luan Yuxin Ren Xinwei Hu 8 5 0 29 Jul 2023
Cerberus: Exploring Federated Prediction of Security Events Mohammad Naseri Yufei Han Enrico Mariconti Yun Shen Gianluca Stringhini Emiliano De Cristofaro FedML 45 14 0 07 Sep 2022
Exploration of Enterprise Server Data to Assess Ease of Modeling System Behavior Enes Altinisik H. Sencar Mohamed Nabeel Issa M. Khalil Tingyue Yu 14 0 0 12 Jun 2022
NetSentry: A Deep Learning Approach to Detecting Incipient Large-scale Network Attacks Haoyu Liu P. Patras AAML 16 10 0 20 Feb 2022
Collaborative adversary nodes learning on the logs of IoT devices in an IoT network Sandhya Aneja Melanie Ang Xuan En Nagender Aneja 19 2 0 22 Dec 2021
A Heterogeneous Graph Learning Model for Cyber-Attack Detection Mingqi Lv Chengyu Dong Tieming Chen Tiantian Zhu Qijie Song Yuan Fan AAML 14 4 0 16 Dec 2021
A Comprehensive Survey of Logging in Software: From Logging Statements Automation to Log Mining and Analysis Sina Gholamian Paul A. S. Ward 19 16 0 24 Oct 2021
STEP: Spatial-Temporal Network Security Event Prediction Qiumei Cheng Yi Shen Dezhang Kong Chunming Wu 17 2 0 31 May 2021
ANDRUSPEX : Leveraging Graph Representation Learning to Predict Harmful App Installations on Mobile Devices Yun Shen Gianluca Stringhini 8 4 0 09 Mar 2021
Connecting Web Event Forecasting with Anomaly Detection: A Case Study on Enterprise Web Applications Using Self-Supervised Neural Networks Xiaoyong Yuan Lei Ding M. B. Salem Xiaolin Li D. Wu 6 1 0 31 Aug 2020
SIGL: Securing Software Installations Through Deep Graph Learning Xueyuan Han Xiao Yu Thomas Pasquier Ding Li J. Rhee James W. Mickens Margo Seltzer Haifeng Chen 18 49 0 26 Aug 2020
Event Prediction in the Big Data Era: A Systematic Survey Liang Zhao AI4TS 17 53 0 19 Jul 2020
Unsupervised Learning for security of Enterprise networks by micro-segmentation Mahmood Yousefi-Azar M. Kâafar A. Walker 15 2 0 25 Mar 2020
Multi-Class classification of vulnerabilities in Smart Contracts using AWD-LSTM, with pre-trained encoder inspired from natural language processing Ajay K. Gogineni S. Swayamjyoti Devadatta Sahoo K. Sahu R. Kishore 23 32 0 21 Mar 2020
HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline Richard Liaw Romil Bhardwaj Lisa Dunlap Yitian Zou Joseph E. Gonzalez Ion Stoica Alexey Tumanov 18 44 0 08 Jan 2020
On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Christopher Sweet Stephen Moskal S. Yang GAN 11 1 0 03 Aug 2019
FortuneTeller: Predicting Microarchitectural Attacks via Unsupervised Deep Learning Berk Gülmezoglu A. Moghimi T. Eisenbarth B. Sunar AAML 11 37 0 08 Jul 2019
ATTACK2VEC: Leveraging Temporal Word Embeddings to Understand the Evolution of Cyberattacks Yun Shen Gianluca Stringhini 11 62 0 29 May 2019
Towards Safer Smart Contracts: A Sequence Learning Approach to Detecting Security Threats W. Tann X. Han Sourav Sengupta Yew-Soon Ong 12 35 0 16 Nov 2018