Yuede Ji

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 31

Top Topics

Strongly Connected Components

Graph Connectivity

Malware Detection

Top Venues

Secur. Commun. Networks

USENIX Security Symposium

Publications

Haojie He, Xingwei Lin, Ziang Weng, Ruijie Zhao, Shuitao Gan, Libo Chen, Yuede Ji, Jiashui Wang, Zhi Xue
Code is not Natural Language: Unlock the Power of Semantics-Oriented Graph Representation for Binary Code Similarity Detection. USENIX Security Symposium (2024)
Qiang Fu, Yuede Ji, Thomas B. Rolinger, H. Howie Huang
TLPGNN: A Lightweight Two-level Parallelism Paradigm for Graph Neural Network Computation on Single and Multiple GPUs. ACM Trans. Parallel Comput. 11 (2) (2024)
Lei Cui, Junnan Yin, Jiancong Cui, Yuede Ji, Peng Liu, Zhiyu Hao, Xiaochun Yun
API2Vec++: Boosting API Sequence Representation for Malware Detection and Classification. IEEE Trans. Software Eng. 50 (8) (2024)
Chenxi Qiu, Sourabh Yadav, Yuede Ji, Anna Cinzia Squicciarini, Ram Dantu, Juanjuan Zhao, Cheng-Zhong Xu
Fine-Grained Geo-Obfuscation to Protect Workers' Location Privacy in Time-Sensitive Spatial Crowdsourcing. EDBT (2024)
Chenfei Nie, Qiang Li, Yuxin Yang, Yuede Ji, Binghui Wang
Efficient Byzantine-Robust and Provably Privacy-Preserving Federated Learning. CoRR (2024)
Lei Cui, Jiancong Cui, Yuede Ji, Zhiyu Hao, Lun Li, Zhenquan Ding
API2Vec: Learning Representations of API Sequences for Malware Detection. ISSTA (2023)
Haoyu He, Yuede Ji, H. Howie Huang
Illuminati: Towards Explaining Graph Neural Networks for Cybersecurity Analysis. CoRR (2023)
Shiyang Chen, Da Zheng, Caiwen Ding, Chengying Huan, Yuede Ji, Hang Liu
TANGO: re-thinking quantization for graph neural network training on GPUs. SC (2023)
Shiyang Chen, Da Zheng, Caiwen Ding, Chengying Huan, Yuede Ji, Hang Liu
Tango: rethinking quantization for graph neural network training on GPUs. CoRR (2023)
Wang Feng, Shiyang Chen, Hang Liu, Yuede Ji
PeeK: A Prune-Centric Approach for K Shortest Path Computation. SC (2023)
Chenxu Jiang, Chenglong Fu, Zhenyu Zhao, Xiaojiang Du, Yuede Ji
Effective Anomaly Detection in Smart Home by Integrating Event Time Intervals. CoRR (2022)
Yuede Ji, H. Howie Huang
NestedGNN: Detecting Malicious Network Activity with Nested Graph Neural Networks. ICC (2022)
Haoyu He, Yuede Ji, H. Howie Huang
Illuminati: Towards Explaining Graph Neural Networks for Cybersecurity Analysis. EuroS&P (2022)
Yuede Ji, Hang Liu, Yang Hu, H. Howie Huang
iSpan: Parallel Identification of Strongly Connected Components with Spanning Trees. ACM Trans. Parallel Comput. 9 (3) (2022)
Qiang Fu, Yuede Ji, H. Howie Huang
TLPGNN: A Lightweight Two-Level Parallelism Paradigm for Graph Neural Network Computation on GPU. HPDC (2022)
Yuede Ji, Lei Cui, H. Howie Huang
Vestige: Identifying Binary Code Provenance for Vulnerability Detection. ACNS (2) (2021)
Yuede Ji, Mohamed Elsabagh, Ryan Johnson, Angelos Stavrou
DEFInit: An Analysis of Exposed Android Init Routines. USENIX Security Symposium (2021)
Longkang Shang, Dong Guo, Yuede Ji, Qiang Li
Discovering unknown advanced persistent threat using shared features mined by neural networks. Comput. Networks 189 (2021)
Yuede Ji, Lei Cui, H. Howie Huang
BugGraph: Differentiating Source-Binary Code Similarity with Graph Triplet-Loss Network. AsiaCCS (2021)
Qi Wang, Yuede Ji, Yongsheng Hao, Jie Cao
GRL: Knowledge graph completion with GAN-based reinforcement learning. Knowl. Based Syst. 209 (2020)
Benjamin Bowman, Craig Laprade, Yuede Ji, H. Howie Huang
Detecting Lateral Movement in Enterprise Computer Networks with Unsupervised Graph AI. RAID (2020)
Yuede Ji, H. Howie Huang
Aquila: Adaptive Parallel Computation of Graph Connectivity Queries. HPDC (2020)
Yuede Ji, Hang Liu, H. Howie Huang
SWARMGRAPH: Analyzing Large-Scale In-Memory Graphs on GPUs. HPCC/DSS/SmartCity (2020)
Bo Feng, Qiang Li, Yuede Ji, Dong Guo, Xiangyu Meng
Stopping the Cyberattack in the Early Stage: Assessing the Security Risks of Social Network Users. Secur. Commun. Networks 2019 (2019)
Yuede Ji, Benjamin Bowman, H. Howie Huang
Securing Malware Cognitive Systems against Adversarial Attacks. ICCC (2019)
Yuede Ji, Hang Liu, H. Howie Huang
iSpan: parallel identification of strongly connected components with spanning trees. SC (2018)
Yukun He, Qiang Li, Jian Cao, Yuede Ji, Dong Guo
Understanding socialbot behavior on end hosts. Int. J. Distributed Sens. Networks 13 (2) (2017)
Yuede Ji, Yukun He, Xinyang Jiang, Jian Cao, Qiang Li
Combating the evasion mechanisms of social bots. Comput. Secur. 58 (2016)
Jian Cao, Qiang Li, Yuede Ji, Yukun He, Dong Guo
Detection of Forwarding-Based Malicious URLs in Online Social Networks. Int. J. Parallel Program. 44 (1) (2016)
Yuede Ji, Qiang Li, Yukun He, Dong Guo
Overhead Analysis and Evaluation of Approaches to Host-Based Bot Detection. Int. J. Distributed Sens. Networks 11 (2015)
Yuede Ji, Qiang Li, Yukun He, Dong Guo
BotCatch: leveraging signature and behavior for bot detection. Secur. Commun. Networks 8 (6) (2015)
Yuede Ji, Yukun He, Xinyang Jiang, Qiang Li
Towards social botnet behavior detecting in the end host. ICPADS (2014)
Yuede Ji, Yukun He, Dewei Zhu, Qiang Li, Dong Guo
A Mulitiprocess Mechanism of Evading Behavior-Based Bot Detection Approaches. ISPEC (2014)
Yuede Ji, Yukun He, Qiang Li, Dong Guo
BotCatch: A Behavior and Signature Correlated Bot Detection Approach. HPCC/EUC (2013)
Yukun He, Qiang Li, Yuede Ji, Dong Guo
BotInfer: A Bot Inference Approach by Correlating Host and Network Information. NPC (2013)