Kangkook Jee

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 27

Top Topics

Graph Classification

Mahalanobis Metric

Data Provenance

Anomaly Detection

Top Venues

USENIX Security Symposium

Publications

Kunal Mukherjee, Joshua Wiedemeier, Qi Wang, Junpei Kamimura, Junghwan John Rhee, James Wei, Zhichun Li, Xiao Yu, Lu-An Tang, Jiaping Gui, Kangkook Jee
ProvIoT : Detecting Stealthy Attacks in IoT through Federated Edge-Cloud Security. ACNS (3) (2024)
Khandakar Ashrafi Akbar, Yigong Wang, Gbadebo Ayoade, Yang Gao, Anoop Singhal, Latifur Khan, Bhavani Thuraisingham, Kangkook Jee
Advanced Persistent Threat Detection Using Data Provenance and Metric Learning. IEEE Trans. Dependable Secur. Comput. 20 (5) (2023)
Kunal Mukherjee, Joshua Wiedemeier, Tianhao Wang, Muhyun Kim, Feng Chen, Murat Kantarcioglu, Kangkook Jee
Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features. CoRR (2023)
Kunal Mukherjee, Joshua Wiedemeier, Tianhao Wang, James Wei, Feng Chen, Muhyun Kim, Murat Kantarcioglu, Kangkook Jee
Evading Provenance-Based ML Detectors with Adversarial System Actions. USENIX Security Symposium (2023)
Zhiwei Zhen, Yuzhou Chen, Murat Kantarcioglu, Kangkook Jee, Yulia R. Gel
United We Stand, Divided We Fall: Networks to Graph (N2G) Abstraction for Robust Graph Classification Under Graph Label Corruption. LoG (2023)
Hyungseok Kim, Soomin Kim, Junoh Lee, Kangkook Jee, Sang Kil Cha
Reassembly is Hard: A Reflection on Challenges and Strategies. USENIX Security Symposium (2023)
Chengen Wang, Yan Zhou, Kangkook Jee, Murat Kantarcioglu
An Investigation on the Fragility of Graph Neural Networks: The Impact of Node Feature Modification on Graph Classification Accuracy. TPS-ISA (2023)
Pengcheng Fang, Peng Gao, Changlin Liu, Erman Ayday, Kangkook Jee, Ting Wang, Yanfang (Fanny) Ye, Zhuotao Liu, Xusheng Xiao
Back-Propagating System Dependency Impact for Attack Investigation. USENIX Security Symposium (2022)
Yue Li, Zhenyu Wu, Haining Wang, Kun Sun, Zhichun Li, Kangkook Jee, Junghwan Rhee, Haifeng Chen
UTrack: Enterprise User Tracking Based on OS-Level Audit Logs. CODASPY (2021)
Peng Fei, Zhou Li, Zhiying Wang, Xiao Yu, Ding Li, Kangkook Jee
SEAL: Storage-efficient Causality Analysis on Enterprise Logs with Query-friendly Compression. USENIX Security Symposium (2021)
Wajih Ul Hassan, Ding Li, Kangkook Jee, Xiao Yu, Kexuan Zou, Dawei Wang, Zhengzhang Chen, Zhichun Li, Junghwan Rhee, Jiaping Gui, Adam Bates
This is Why We Can't Cache Nice Things: Lightning-Fast Threat Hunting using Suspicion-Based Hierarchical Storage. ACSAC (2020)
Qi Wang, Wajih Ul Hassan, Ding Li, Kangkook Jee, Xiao Yu, Kexuan Zou, Junghwan Rhee, Zhengzhang Chen, Wei Cheng, Carl A. Gunter, Haifeng Chen
You Are What You Do: Hunting Stealthy Malware via Data Provenance Analysis. NDSS (2020)
Jiaping Gui, Ding Li, Zhengzhang Chen, Junghwan Rhee, Xusheng Xiao, Mu Zhang, Kangkook Jee, Zhichun Li, Haifeng Chen
APTrace: A Responsive System for Agile Enterprise Level Causality Analysis. ICDE (2020)
Peng Gao, Xusheng Xiao, Ding Li, Kangkook Jee, Haifeng Chen, Sanjeev R. Kulkarni, Prateek Mittal
Querying Streaming System Monitoring Data for Enterprise System Anomaly Detection. ICDE (2020)
Yixin Sun, Kangkook Jee, Suphannee Sivakorn, Zhichun Li, Cristian Lumezanu, Lauri Korts-Pärn, Zhenyu Wu, Junghwan Rhee, Chung Hwan Kim, Mung Chiang, Prateek Mittal
Detecting Malware Injection with Program-DNS Behavior. EuroS&P (2020)
Gbadebo Ayoade, Khandakar Ashrafi Akbar, Pracheta Sahoo, Yang Gao, Anmol Agarwal, Kangkook Jee, Latifur Khan, Anoop Singhal
Evolving Advanced Persistent Threat Detection using Provenance Graph and Metric Learning. CNS (2020)
Wajih Ul Hassan, Shengjian Guo, Ding Li, Zhengzhang Chen, Kangkook Jee, Zhichun Li, Adam Bates
NoDoze: Combatting Threat Alert Fatigue with Automated Provenance Triage. NDSS (2019)
Peng Gao, Xusheng Xiao, Ding Li, Zhichun Li, Kangkook Jee, Zhenyu Wu, Chung Hwan Kim, Sanjeev R. Kulkarni, Prateek Mittal
A Stream-based Query System for Efficiently Detecting Abnormal System Behaviors for Enterprise Security. CoRR (2019)
Peng Gao, Xusheng Xiao, Zhichun Li, Kangkook Jee, Fengyuan Xu, Sanjeev R. Kulkarni, Prateek Mittal
A Query System for Efficiently Investigating Complex Attack Behaviors for Enterprise Security. Proc. VLDB Endow. 12 (12) (2019)
Suphannee Sivakorn, Kangkook Jee, Yixin Sun, Lauri Korts-Pärn, Zhichun Li, Cristian Lumezanu, Zhenyu Wu, Lu-An Tang, Ding Li
Countering Malicious Processes with Process-DNS Association. NDSS (2019)
Peng Gao, Xusheng Xiao, Ding Li, Zhichun Li, Kangkook Jee, Zhenyu Wu, Chung Hwan Kim, Sanjeev R. Kulkarni, Prateek Mittal
SAQL: A Stream-based Query System for Real-Time Abnormal System Behavior Detection. CoRR (2018)
Peng Gao, Xusheng Xiao, Zhichun Li, Kangkook Jee, Fengyuan Xu, Sanjeev R. Kulkarni, Prateek Mittal
AIQL: Enabling Efficient Attack Investigation from System Monitoring Data. CoRR (2018)
Peng Gao, Xusheng Xiao, Ding Li, Zhichun Li, Kangkook Jee, Zhenyu Wu, Chung Hwan Kim, Sanjeev R. Kulkarni, Prateek Mittal
SAQL: A Stream-based Query System for Real-Time Abnormal System Behavior Detection. USENIX Security Symposium (2018)
Peng Gao, Xusheng Xiao, Zhichun Li, Kangkook Jee, Fengyuan Xu, Sanjeev R. Kulkarni, Prateek Mittal
A Query Tool for Efficiently Investigating Risky Software Behaviors. CoRR (2018)
Yushan Liu, Mu Zhang, Ding Li, Kangkook Jee, Zhichun Li, Zhenyu Wu, Junghwan Rhee, Prateek Mittal
Towards a Timely Causality Analysis for Enterprise Security. NDSS (2018)
Yutao Tang, Ding Li, Zhichun Li, Mu Zhang, Kangkook Jee, Xusheng Xiao, Zhenyu Wu, Junghwan Rhee, Fengyuan Xu, Qun Li
NodeMerge: Template Based Efficient Data Reduction For Big-Data Causality Analysis. CCS (2018)
Zhang Xu, Zhenyu Wu, Zhichun Li, Kangkook Jee, Junghwan Rhee, Xusheng Xiao, Fengyuan Xu, Haining Wang, Guofei Jiang
High Fidelity Data Reduction for Big Data Security Dependency Analyses. CCS (2016)
Marios Pomonis, Theofilos Petsios, Kangkook Jee, Michalis Polychronakis, Angelos D. Keromytis
IntFlow: improving the accuracy of arithmetic error detection using information flow tracking. ACSAC (2014)
Kangkook Jee, Vasileios P. Kemerlis, Angelos D. Keromytis, Georgios Portokalidis
ShadowReplica: efficient parallelization of dynamic data flow tracking. CCS (2013)
Vasileios P. Kemerlis, Georgios Portokalidis, Kangkook Jee, Angelos D. Keromytis
libdft: practical dynamic data flow tracking for commodity systems. VEE (2012)
Kangkook Jee, Georgios Portokalidis, Vasileios P. Kemerlis, Soumyadeep Ghosh, David I. August, Angelos D. Keromytis
A General Approach for Efficiently Accelerating Software-based Dynamic Data Flow Tracking on Commodity Hardware. NDSS (2012)
Kangkook Jee, Stelios Sidiroglou-Douskos, Angelos Stavrou, Angelos D. Keromytis
An Adversarial Evaluation of Network Signaling and Control Mechanisms. ICISC (2010)