Kangkook Jee

According to our database, Kangkook Jee authored at least 32 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

ProvIoT : Detecting Stealthy Attacks in IoT through Federated Edge-Cloud Security.

Kunal Mukherjee, Joshua Wiedemeier, Qi Wang, Junpei Kamimura, Junghwan John Rhee, James Wei, Zhichun Li, Xiao Yu, Lu-An Tang, Jiaping Gui, Kangkook Jee

Proceedings of the Applied Cryptography and Network Security, 2024

2023

Advanced Persistent Threat Detection Using Data Provenance and Metric Learning.

Khandakar Ashrafi Akbar, Yigong Wang, Gbadebo Ayoade, Yang Gao, Anoop Singhal, Latifur Khan, Bhavani Thuraisingham, Kangkook Jee

IEEE Trans. Dependable Secur. Comput., 2023

Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features.

Kunal Mukherjee, Joshua Wiedemeier, Tianhao Wang, Muhyun Kim, Feng Chen, Murat Kantarcioglu, Kangkook Jee

CoRR, 2023

Evading Provenance-Based ML Detectors with Adversarial System Actions.

Kunal Mukherjee, Joshua Wiedemeier, Tianhao Wang, James Wei, Feng Chen, Muhyun Kim, Murat Kantarcioglu, Kangkook Jee

Proceedings of the 32nd USENIX Security Symposium, 2023

Reassembly is Hard: A Reflection on Challenges and Strategies.

Hyungseok Kim, Soomin Kim, Junoh Lee, Kangkook Jee, Sang Kil Cha

Proceedings of the 32nd USENIX Security Symposium, 2023

An Investigation on the Fragility of Graph Neural Networks: The Impact of Node Feature Modification on Graph Classification Accuracy.

Chengen Wang, Yan Zhou, Kangkook Jee, Murat Kantarcioglu

Proceedings of the 5th IEEE International Conference on Trust, 2023

United We Stand, Divided We Fall: Networks to Graph (N2G) Abstraction for Robust Graph Classification Under Graph Label Corruption.

Zhiwei Zhen, Yuzhou Chen, Murat Kantarcioglu, Kangkook Jee, Yulia R. Gel

Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023

2022

Back-Propagating System Dependency Impact for Attack Investigation.

Pengcheng Fang, Peng Gao, Changlin Liu, Erman Ayday, Kangkook Jee, Ting Wang, Yanfang (Fanny) Ye, Zhuotao Liu, Xusheng Xiao

Proceedings of the 31st USENIX Security Symposium, 2022

2021

SEAL: Storage-efficient Causality Analysis on Enterprise Logs with Query-friendly Compression.

Peng Fei, Zhou Li, Zhiying Wang, Xiao Yu, Ding Li, Kangkook Jee

Proceedings of the 30th USENIX Security Symposium, 2021

UTrack: Enterprise User Tracking Based on OS-Level Audit Logs.

Yue Li, Zhenyu Wu, Haining Wang, Kun Sun, Zhichun Li, Kangkook Jee, Junghwan Rhee, Haifeng Chen

Proceedings of the CODASPY '21: Eleventh ACM Conference on Data and Application Security and Privacy, 2021

2020

You Are What You Do: Hunting Stealthy Malware via Data Provenance Analysis.

Qi Wang, Wajih Ul Hassan, Ding Li, Kangkook Jee, Xiao Yu, Kexuan Zou, Junghwan Rhee, Zhengzhang Chen, Wei Cheng, Carl A. Gunter, Haifeng Chen

Proceedings of the 27th Annual Network and Distributed System Security Symposium, 2020

APTrace: A Responsive System for Agile Enterprise Level Causality Analysis.

Jiaping Gui, Ding Li, Zhengzhang Chen, Junghwan Rhee, Xusheng Xiao, Mu Zhang, Kangkook Jee, Zhichun Li, Haifeng Chen

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Querying Streaming System Monitoring Data for Enterprise System Anomaly Detection.

Peng Gao, Xusheng Xiao, Ding Li, Kangkook Jee, Haifeng Chen, Sanjeev R. Kulkarni, Prateek Mittal

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Detecting Malware Injection with Program-DNS Behavior.

Yixin Sun, Kangkook Jee, Suphannee Sivakorn, Zhichun Li, Cristian Lumezanu, Lauri Korts-Pärn, Zhenyu Wu, Junghwan Rhee, Chung Hwan Kim, Mung Chiang, Prateek Mittal

Proceedings of the IEEE European Symposium on Security and Privacy, 2020

Evolving Advanced Persistent Threat Detection using Provenance Graph and Metric Learning.

Gbadebo Ayoade, Khandakar Ashrafi Akbar, Pracheta Sahoo, Yang Gao, Anmol Agarwal, Kangkook Jee, Latifur Khan, Anoop Singhal

Proceedings of the 8th IEEE Conference on Communications and Network Security, 2020

This is Why We Can't Cache Nice Things: Lightning-Fast Threat Hunting using Suspicion-Based Hierarchical Storage.

Wajih Ul Hassan, Ding Li, Kangkook Jee, Xiao Yu, Kexuan Zou, Dawei Wang, Zhengzhang Chen, Zhichun Li, Junghwan Rhee, Jiaping Gui, Adam Bates

Proceedings of the ACSAC '20: Annual Computer Security Applications Conference, 2020

2019

A Query System for Efficiently Investigating Complex Attack Behaviors for Enterprise Security.

Peng Gao, Xusheng Xiao, Zhichun Li, Kangkook Jee, Fengyuan Xu, Sanjeev R. Kulkarni, Prateek Mittal

Proc. VLDB Endow., 2019

A Stream-based Query System for Efficiently Detecting Abnormal System Behaviors for Enterprise Security.

Peng Gao, Xusheng Xiao, Ding Li, Zhichun Li, Kangkook Jee, Zhenyu Wu, Chung Hwan Kim, Sanjeev R. Kulkarni, Prateek Mittal

CoRR, 2019

Countering Malicious Processes with Process-DNS Association.

Suphannee Sivakorn, Kangkook Jee, Yixin Sun, Lauri Korts-Pärn, Zhichun Li, Cristian Lumezanu, Zhenyu Wu, Lu-An Tang, Ding Li

Proceedings of the 26th Annual Network and Distributed System Security Symposium, 2019

NoDoze: Combatting Threat Alert Fatigue with Automated Provenance Triage.

Wajih Ul Hassan, Shengjian Guo, Ding Li, Zhengzhang Chen, Kangkook Jee, Zhichun Li, Adam Bates

Proceedings of the 26th Annual Network and Distributed System Security Symposium, 2019

2018

A Query Tool for Efficiently Investigating Risky Software Behaviors.

Peng Gao, Xusheng Xiao, Zhichun Li, Kangkook Jee, Fengyuan Xu, Sanjeev R. Kulkarni, Prateek Mittal

CoRR, 2018

AIQL: Enabling Efficient Attack Investigation from System Monitoring Data.

Peng Gao, Xusheng Xiao, Zhichun Li, Kangkook Jee, Fengyuan Xu, Sanjeev R. Kulkarni, Prateek Mittal

CoRR, 2018

SAQL: A Stream-based Query System for Real-Time Abnormal System Behavior Detection.

Peng Gao, Xusheng Xiao, Ding Li, Zhichun Li, Kangkook Jee, Zhenyu Wu, Chung Hwan Kim, Sanjeev R. Kulkarni, Prateek Mittal

Proceedings of the 27th USENIX Security Symposium, 2018

Towards a Timely Causality Analysis for Enterprise Security.

Yushan Liu, Mu Zhang, Ding Li, Kangkook Jee, Zhichun Li, Zhenyu Wu, Junghwan Rhee, Prateek Mittal

Proceedings of the 25th Annual Network and Distributed System Security Symposium, 2018

NodeMerge: Template Based Efficient Data Reduction For Big-Data Causality Analysis.

Yutao Tang, Ding Li, Zhichun Li, Mu Zhang, Kangkook Jee, Xusheng Xiao, Zhenyu Wu, Junghwan Rhee, Fengyuan Xu, Qun Li

Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

2016

High Fidelity Data Reduction for Big Data Security Dependency Analyses.

Zhang Xu, Zhenyu Wu, Zhichun Li, Kangkook Jee, Junghwan Rhee, Xusheng Xiao, Fengyuan Xu, Haining Wang, Guofei Jiang

Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, 2016

2015

On Efficiency and Accuracy of Data Flow Tracking Systems.

Kangkook Jee

PhD thesis, 2015

2014

IntFlow: improving the accuracy of arithmetic error detection using information flow tracking.

Marios Pomonis, Theofilos Petsios, Kangkook Jee, Michalis Polychronakis, Angelos D. Keromytis

Proceedings of the 30th Annual Computer Security Applications Conference, 2014

2013

ShadowReplica: efficient parallelization of dynamic data flow tracking.

Kangkook Jee, Vasileios P. Kemerlis, Angelos D. Keromytis, Georgios Portokalidis

Proceedings of the 2013 ACM SIGSAC Conference on Computer and Communications Security, 2013

2012

libdft: practical dynamic data flow tracking for commodity systems.

Vasileios P. Kemerlis, Georgios Portokalidis, Kangkook Jee, Angelos D. Keromytis

Proceedings of the 8th International Conference on Virtual Execution Environments, 2012

A General Approach for Efficiently Accelerating Software-based Dynamic Data Flow Tracking on Commodity Hardware.

Kangkook Jee, Georgios Portokalidis, Vasileios P. Kemerlis, Soumyadeep Ghosh, David I. August, Angelos D. Keromytis

Proceedings of the 19th Annual Network and Distributed System Security Symposium, 2012

2010

An Adversarial Evaluation of Network Signaling and Control Mechanisms.

Kangkook Jee, Stelios Sidiroglou-Douskos, Angelos Stavrou, Angelos D. Keromytis

Proceedings of the Information Security and Cryptology - ICISC 2010, 2010