Ding Li

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 44

Top Topics

Android Application

Anomaly Detection

Top Venues

USENIX Security Symposium

Publications

Xuanzhe Liu, Chengxu Yang, Ding Li, Yuhan Zhou, Shaofei Li, Jiali Chen, Zhenpeng Chen
: Practical and Efficient Control Flow Recovery through OS-level Traces. ACM Trans. Softw. Eng. Methodol. 33 (1) (2024)
Yifeng Cai, Ziqi Zhang, Jiaping Gui, Bingyan Liu, Xiaoke Zhao, Ruoyu Li, Zhe Li, Ding Li
FAMOS: Robust Privacy-Preserving Authentication on Payment Apps via Federated Multi-Modal Contrastive Learning. USENIX Security Symposium (2024)
Jie Zhu, Jirong Zha, Ding Li, Leye Wang
A Unified Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability. CoRR (2024)
Peng Jiang, Jifan Xiao, Ding Li, Hongyi Yu, Yu Bai, Yao Guo, Xiangqun Chen
Detecting Malicious Websites From the Perspective of System Provenance Analysis. IEEE Trans. Dependable Secur. Comput. 21 (3) (2024)
Shaofei Li, Ziqi Zhang, Haomin Jia, Ding Li, Yao Guo, Xiangqun Chen
Query Provenance Analysis for Robust and Efficient Query-based Black-box Attack Defense. CoRR (2024)
Peng Jiang, Ruizhe Huang, Ding Li, Yao Guo, Xiangqun Chen, Jianhai Luan, Yuxin Ren, Xinwei Hu
Auditing Frameworks Need Resource Isolation: A Systematic Study on the Super Producer Threat to System Auditing and Its Mitigation. USENIX Security Symposium (2023)
Xuanzhe Liu, Jinfeng Wen, Zhenpeng Chen, Ding Li, Junkai Chen, Yi Liu, Haoyu Wang, Xin Jin
: General Application-level Cold-start Latency Optimization for Function-as-a-Service in Serverless Computing. ACM Trans. Softw. Eng. Methodol. 32 (5) (2023)
Shaokun Zhang, Linna Wu, Yuanchun Li, Ziqi Zhang, Hanwen Lei, Ding Li, Yao Guo, Xiangqun Chen
ReSPlay: Improving Cross-Platform Record-and-Replay with GUI Sequence Matching. ISSRE (2023)
Shaokun Zhang, Hanwen Lei, Yuanpeng Wang, Ding Li, Yao Guo, Xiangqun Chen
APIMind: API-driven Assessment of Runtime Description-to-permission Fidelity in Android Apps. ISSRE (2023)
Peng Jiang, Ruizhe Huang, Ding Li, Yao Guo, Xiangqun Chen, Jianhai Luan, Yuxin Ren, Xinwei Hu
Auditing Frameworks Need Resource Isolation: A Systematic Study on the Super Producer Threat to System Auditing and Its Mitigation. CoRR (2023)
Feng Dong, Shaofei Li, Peng Jiang, Ding Li, Haoyu Wang, Liangyi Huang, Xusheng Xiao, Jiedong Chen, Xiapu Luo, Yao Guo, Xiangqun Chen
Are we there yet? An Industrial Viewpoint on Provenance-based Endpoint Detection and Response Tools. CoRR (2023)
Zhida An, Ding Li, Yao Guo, Guijin Gao, Yuxin Ren, Ning Jia, Xinwei Hu
Towards OS Heterogeneity Aware Cluster Management for HPC. APSys (2023)
Ziqi Zhang, Chen Gong, Yifeng Cai, Yuanyuan Yuan, Bingyan Liu, Ding Li, Yao Guo, Xiangqun Chen
No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML. CoRR (2023)
Ziqi Zhang, Yuanchun Li, Bingyan Liu, Yifeng Cai, Ding Li, Yao Guo, Xiangqun Chen
FedSlice: Protecting Federated Learning Models from Malicious Participants with Model Slicing. ICSE (2023)
Ningyu He, Zhehao Zhao, Jikai Wang, Yubin Hu, Shengjian Guo, Haoyu Wang, Guangtai Liang, Ding Li, Xiangqun Chen, Yao Guo
Eunomia: Enabling User-Specified Fine-Grained Search in Symbolically Executing WebAssembly Binaries. ISSTA (2023)
Edward Lo, Ningyu He, Yuejie Shi, Jiajia Xu, Chiachih Wu, Ding Li, Yao Guo
Fuzzing the Latest NTFS in Linux with Papora: An Empirical Study. SP Workshops (2023)
Ruizhe Huang, Ding Li, Yao Guo, Xiangqun Chen, Yuntao Liu, Yuxin Ren, Ning Jia, Xinwei Hu
Towards Efficient Hugepage-aware Memory Deduplication. WORDS@SOSP (2023)
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)
Lei Cai, Zhengzhang Chen, Chen Luo, Jiaping Gui, Jingchao Ni, Ding Li, Haifeng Chen
Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs. CIKM (2021)
Xueyuan Han, Xiao Yu, Thomas F. J.-M. Pasquier, Ding Li, Junghwan Rhee, James W. Mickens, Margo I. Seltzer, Haifeng Chen
SIGL: Securing Software Installations Through Deep Graph Learning. 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)
Lei Cai, Zhengzhang Chen, Chen Luo, Jiaping Gui, Jingchao Ni, Ding Li, Haifeng Chen
Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs. CoRR (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)
Xuchao Zhang, Wei Cheng, Bo Zong, Yuncong Chen, Jianwu Xu, Ding Li, Haifeng Chen
Temporal Context-Aware Representation Learning for Question Routing. WSDM (2020)
Xueyuan Han, Xiao Yu, Thomas F. J.-M. Pasquier, Ding Li, Junghwan Rhee, James Mickens, Margo I. Seltzer, Haifeng Chen
SIGL: Securing Software Installations Through Deep Graph Learning. CoRR (2020)
Shen Wang, Zhengzhang Chen, Xiao Yu, Ding Li, Jingchao Ni, Lu-An Tang, Jiaping Gui, Zhichun Li, Haifeng Chen, Philip S. Yu
Heterogeneous Graph Matching Networks for Unknown Malware Detection. IJCAI (2019)
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)
Jiaping Gui, Xusheng Xiao, Ding Li, Chung Hwan Kim, Haifeng Chen
Progressive processing of system-behavioral query. ACSAC (2019)
Shen Wang, Zhengzhang Chen, Ding Li, Zhichun Li, Lu-An Tang, Jingchao Ni, Junghwan Rhee, Haifeng Chen, Philip S. Yu
Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification. SDM (2019)
Shen Wang, Zhengzhang Chen, Xiao Yu, Ding Li, Jingchao Ni, Lu-An Tang, Jiaping Gui, Zhichun Li, Haifeng Chen, Philip S. Yu
Heterogeneous Graph Matching Networks. CoRR (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)
Shen Wang, Zhengzhang Chen, Ding Li, Lu-An Tang, Jingchao Ni, Zhichun Li, Junghwan Rhee, Haifeng Chen, Philip S. Yu
Deep Program Reidentification: A Graph Neural Network Solution. 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)
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)
Yingjun Lyu, Ding Li, William G. J. Halfond
Remove RATs from your code: automated optimization of resource inefficient database writes for mobile applications. ISSTA (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)
Ding Li, Dongjin Song
Detecting Low Rating Android Apps Before They Have Reached the Market. CoRR (2017)
Mian Wan, Yuchen Jin, Ding Li, Jiaping Gui, Sonal Mahajan, William G. J. Halfond
Detecting display energy hotspots in Android apps. Softw. Test. Verification Reliab. 27 (6) (2017)
Jiaping Gui, Ding Li, Mian Wan, William G. J. Halfond
Lightweight measurement and estimation of mobile ad energy consumption. GREENS@ICSE (2016)
Ding Li, Yingjun Lyu, Jiaping Gui, William G. J. Halfond
Automated energy optimization of HTTP requests for mobile applications. ICSE (2016)
Ding Li, James Mickens, Suman Nath, Lenin Ravindranath
Domino: understanding wide-area, asynchronous event causality in web applications. SoCC (2015)
Ding Li, Angelica Huyen Tran, William G. J. Halfond
Optimizing display energy consumption for hybrid Android apps (invited talk). DeMobile@SIGSOFT FSE (2015)
Mian Wan, Yuchen Jin, Ding Li, William G. J. Halfond
Detecting Display Energy Hotspots in Android Apps. ICST (2015)
Ding Li, William G. J. Halfond
Optimizing energy of HTTP requests in Android applications. DeMobile@SIGSOFT FSE (2015)
Ding Li, Angelica Huyen Tran, William G. J. Halfond
Nyx: a display energy optimizer for mobile web apps. ESEC/SIGSOFT FSE (2015)
Ding Li, Yingjun Lyu, Mian Wan, William G. J. Halfond
String analysis for Java and Android applications. ESEC/SIGSOFT FSE (2015)
Ding Li, William G. J. Halfond
An investigation into energy-saving programming practices for Android smartphone app development. GREENS (2014)
Ding Li, Shuai Hao, Jiaping Gui, William G. J. Halfond
An Empirical Study of the Energy Consumption of Android Applications. ICSME (2014)
Ding Li, Yuchen Jin, Cagri Sahin, James Clause, William G. J. Halfond
Integrated energy-directed test suite optimization. ISSTA (2014)
Ding Li, Angelica Huyen Tran, William G. J. Halfond
Making web applications more energy efficient for OLED smartphones. ICSE (2014)
Shuai Hao, Ding Li, William G. J. Halfond, Ramesh Govindan
Estimating mobile application energy consumption using program analysis. ICSE (2013)
Ding Li, Cagri Sahin, James Clause, William G. J. Halfond
Energy-directed test suite optimization. GREENS (2013)
Shuai Hao, Ding Li, William G. J. Halfond, Ramesh Govindan
SIF: a selective instrumentation framework for mobile applications. MobiSys (2013)
Ding Li, Shuai Hao, William G. J. Halfond, Ramesh Govindan
Calculating source line level energy information for Android applications. ISSTA (2013)
Shuai Hao, Ding Li, William G. J. Halfond, Ramesh Govindan
Estimating Android applications' CPU energy usage via bytecode profiling. GREENS (2012)