Full Publication (Selected Publication)---By Year, By Type

SURVEYS

  1. Shouling Ji, Prateek Mittal, and Raheem Beyah, Graph Data Anonymization, De-anonymization Attacks, and De-anonymizability Quantification: A Survey, IEEE Communications Surveys & Tutorials (COMST), 2016. (Impact Factor = 17.188)

FULL JOURNALS

  1. Shouling Ji, Weiqing Li, Prateek Mittal, and Raheem Beyah, "De-SAG: On the De-anonymization of Structure-Attribute Graph Data", IEEE Transactions on Dependable and Secure Computing (TDSC), 2017.
  2. Shukun Yang, Shouling Ji, and Raheem Beyah, DPPG: A Dynamic Password Policy Generation System, IEEE Transactions on Information Forensics & Security (TIFS), 2017.
  3. Shouling Ji, Weiqing Li, Mudhakar Srivatsa, Jing Selena He, and Raheem Beyah, General Graph Data De-anonymization: From Mobility Traces to Social Networks, ACM Transactions on Information and System Security (TISSEC), 2016.
  4. Shouling Ji, Weiqing Li, Mudhakar Srivatsa, and Raheem Beyah, Structural Data De-anonymization: Theory and Practice, to appear in the IEEE/ACM Transactions on Networking (ToN), 2016.
  5. Shouling Ji, Weiqing Li, Neil Gong, Prateek Mittal, and Raheem Beyah, Seed based De-anonymizability Quantification of Social Networks, to appear in the IEEE Transactions on Information Forensics & Security (TIFS), 2015.
  6. Shouling Ji, Shukun Yang, Xin Hu, Weili Han, Zhigong Li, and Raheem Beyah, Zero-Sum Password Cracking Game: A Large-Scale Empirical Study on the Crackability, Correlation, and Security of Passwords, to appear in the IEEE Transactions on Dependable and Secure Computing (TDSC), 2015.
  7. Shouling Ji, Mingyuan Yan, Raheem Beyah, and Zhipeng Cai, Semi-Structure Routing and Analytical Frameworks for Cognitive Radio Networks, to appear in the IEEE Transactions on Mobile Computing (TMC), 2015.
  8. Jinbao Li, Xiaohang Guo, Longjiang Guo, Shouling Ji, Meng Han, and Zhipeng Cai, Optimal Routing with Scheduling and Channel Assignment in Multi-Power Multi-Radio Wireless Sensor Networks, to appear in the Ad Hoc Networks, 2015.
  9. Jing (Selena) He , Shouling Ji, Raheem Beyah, Ying Xie, and Yingshu Li, Constructing Load-Balanced Virtual Backbones in Probabilistic Wireless Sensor Networks via Multi-Objective Genetic Algorithm, to appear in the Transactions on Emerging Telecommunications Technologies (ETT), 2014.
  10. Shouling Ji, Raheem Beyah, and Zhipeng Cai, Broadcast Scheduling with Latency and Redundancy Analysis for Cognitive Radio Networks, to appear in the IEEE Transactions on Vehicular Technology (TVT), 2014.
  11. Guoliang Liu, Shouling Ji, and Zhipeng Cai, Strengthen Nodal Cooperation for Data Dissemination in Mobile Social Networks, to appear in the Personal and Ubiquitous Computing, 2014.
  12. Jing (Selena) He, Shouling Ji, Yi Pan, and Zhipeng Cai, A Genetic Algorithm with Immigrants Schemes for Constructing aσ - Reliable MCDS in Probabilistic Wireless Networks, Ad Hoc & Sensor Wireless Networks (AHSWN), Vol. 20, No. 3, pp(s): 153-178, 2014.
  13. Shouling Ji, Raheem Beyah, and Zhipeng Cai, Snapshot and Continuous Data Collection in Probabilistic Wireless Sensor Networks, IEEE Transactions on Mobile Computing (TMC), Vol. 13, No. 3, pp(s): 626-637, 2014.
  14. Meng Han, Mingyuan Yan, Jinbao Li, Shouling Ji, and Yingshu Li, Neighborhood-based Uncertainty Generation in Social Networks, Journal of Combinatorial Optimization (JCO), Vol. 28, pp(s): 561-576, 2014.
  15. Jing (Selena) He, Shouling Ji, Yi Pan, and Yingshu Li, Constructing Load-Balanced Data Aggregation Trees in Probabilistic Wireless Sensor Networks, IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 25, No. 7, pp(s): 1681-1690, 2014.
  16. Zhipeng Cai, Shouling Ji, Jing (Selena) He, Lin Wei, and Anu G. Bourgeois, Distributed and Asynchronous Data Collection in Cognitive Radio Networks with Fairness Consideration, IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 25, No. 8, pp(s): 2020-2029, 2014.
  17. Mingyuan Yan, Jing (Selena) He, Shouling Ji, and Yingshu Li, Multi-Regional Query Scheduling in Wireless Sensor Networks with Minimum Latency, Wireless Communications and Mobile Computing (WCMC), Vol. 14, No.9, pp(s): 849-864, 2014.
  18. Jing (Selena) He, Shouling Ji, Yi Pan, and Yingshu Li, Greedy Construction of Load-Balanced Virtual Backbones in Wireless Sensor Networks, Wireless Communications and Mobile Computing (WCMC), Vol. 14, No. 7, pp(s): 673-688, 2014.
  19. Jing (Selena) He, Shouling Ji, Yi Pan, and Zhipeng Cai, Approximation Algorithms for Load-Balanced Virtual Backbone Construction in Wireless Sensor Networks, Theoretical Computer Science (TCS), Vol. 507, pp(s): 2-16, October 2013.
  20. Shouling Ji and Zhipeng Cai, Distributed Data Collection in Large-Scale Asynchronous Wireless Sensor Networks under the Generalized Physical Interference Model, IEEE/ACM Transactions on Networking (ToN), Vol. 21, No. 4, pp(s): 1270-1283, August 2013.
  21. Shouling Ji, Jing (Selena) He, A. Selcuk Uluagac, Raheem Beyah, and Yingshu Li, Cell-based Snapshot and Continuous Data Collection in Wireless Sensor Networks, ACM Transactions on Sensor Networks (TOSN), Vol. 9, No. 4, July 2013.
  22. Shouling Ji, A. Selcuk Uluagac, Raheem Beyah, Zhipeng Cai, Practical Unicast and Convergecast Scheduling Schemes for Cognitive Radio Networks, Journal of Combinatorial Optimization (JCO), Vol. 26, No. 1, pp(s): 161-177, 2013.
  23. Shouling Ji, Jing (Selena) He, Yi Pan, and Yingshu Li, Continuous Data Aggregation and Capacity in Probabilistic Wireless Sensor Netwroks, Journal of Parallel and Distributed Computing (JPDC), Vol. 73, No. 6, pp(s): 729-745, 2013.
  24. Shouling Ji, Zhipeng Cai, Yingshu Li, and Xiaohua Jia, Continuous Data Collection Capacity of Dual-Radio Multi-Channel Wireless Sensor Networks, IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 23, No. 10, pp(s): 1844-1855, October 2012.
  25. Jing (Selena) He, Shouling Ji, Mingyuan Yan, Yi Pan, and Yingshu Li, Load-Balanced CDS Construction in Wireless Sensor Networks Via Genetic Algorithm, International Journal of Sensor Networks (IJSNet), Vol. 11, No. 3, pp(s): 166-178, 2012.
  26. Zhipeng Cai, Shouling Ji, and Jinbao Li, Data Caching Based Query Processing in Multi-Sink Wireless Sensor Networks, International Journal of Sensor Networks (IJSNet), Vol. 11, No. 2, pp(s): 109-125, 2012.

CONFERENCE PAPERS

  1. Changting Lin, Chunming Wu, Yifei Tian, Zhenyu Wen and Shouling Ji, PBUF: Sharing Buffer to Mitigate Flooding Attacks, ICPADS 2017.
  2. Wei-Han Lee, Changchang Liu, Shouling Ji, Prateek Mittal and Ruby Lee, Blind De-anonymization Attacks using Social Networks, WPES 2017 (in conjunction with ACM CCS 2017).
  3. Xiong Bin, Guangli Xiang, Tianyu Du, Jing Selena He, and Shouling Ji, Static Taint Analysis Method for Intent Injection Vulnerability in Android Applications, The 9th International Symposium on Cyberspace Safety and Security (CSS), 2017.
  4. Jing He, Yiming Wu, Shouling Ji, and Guangli Xiang, Efficient Privacy Preserving Multi-factor Ranking with Approximate Search over Encrypted Big Cloud Data, The 9th International Symposium on Cyberspace Safety and Security (CSS), 2017.
  5. Xiang Ling, Chunming Wu, Shouling Ji, and Meng Han, H2DoS: An Application-Layer DoS Attack towards HTTP/2 Protocol, SECURECOMM 2017.
  6. Xurong Li, Chunming Wu, Shouling Ji, Qinchen Gu, and Raheem Beyah, HSTS Measurement and A New Stripping Attack Against HTTPS, SECURECOMM 2017.
  7. Jingzheng Wu, Tianyue Luo, Shouling Ji, Mei Liu, and Mutian Yang, LaChouTi: Kernel Vulnerability Responding Framework for the Fragmented Android Devices, FSE/ESEC 2017.
  8. Jing (Selena) He, Shouling Ji, and Patrick O. Bobbie, "Internet of Things (IoT)-based Learning Framework to Facilitate STEM Undergraduate Education", The Annual ACM Southeast Conference (ACMSE'17), Kennesaw, GA, April 13 - 15, 2017.
  9. Jing (Selena) He, Ying Xie, Tianyu Du, Shouling Ji, and Zhao Li, Influence Spread in Social Networks with Both Positive and Negative Influences, CSoNet 2017.
  10. Xinyang Zhang, Shouling Ji, HuiWang and Ting Wang, Private, yet Practical, Multiparty Deep Learning, ICDCS 2017. (Acceptance ratio: 90/531 = 16.95%)
  11. Wei-han Lee, Changchang Liu, Shouling Ji, Prateek Mittal, Ruby Lee,Quantifying Deanonymization Risks in Social Systems, ICISSP 2017.
  12. Jingzheng Wu, Shen Liu, Shouling Ji, Mutian Yang, Yanjun Wu, Yongji Wang and Tianyue Luo, Exception Beyond Exception: Crashing Android System by Trapping in "Uncaught Exception", ICSE 2017.
  13. Shouling Ji, Shukun Yang, Anupam Das, Xin Hu, and Raheem Beyah, Password Correlation: Quantification, Evaluation and Application, IEEE INFOCOM 2017. (Acceptance ratio: 292/1,395 = 20.9%)
  14. Gong Chen, Shouling Ji, and John A. Copeland, Towards a Framework to Facilitate the Mobile Advertising Ecosystem, ICPADS 2016.
  15. Yushan Liu, Shouling Ji, and Prateek Mittal, SmartWalk: Enhancing Social Network Security via Adaptive Random Walks, ACM CCS 2016. (Acceptance ratio: 137/831 = 16.5%)
  16. Ting Wang, Xin Hu, Jiyong Jang, Shouling Ji, Marc Ph. Stoecklin, and Teryl Taylor, BotMeter: A Nimble Navigator for DGA-Botnet Landscape, ICDCS 2016. (Acceptance ratio: 68/386 = 17.6%)
  17. Shouling Ji, Weiqing Li, Shukun Yang, Prateek Mittal, and Raheem Beyah, On the Relative De-anonymizability of Graph Data: Quantification and Evaluation, IEEE INFOCOM 2016. (Acceptance ratio: 300/1,644 = 18.25%)
    * IEEE INFOCOM 2016 Best-in-Session Presentation Award
  18. Shouling Ji, Shukun Yang, Ting Wang, Changchang Liu, Wei-han Lee, and Raheem Beyah, PARS: A Uniform and Open-source Password Analysis and Research System, ACSAC 2015. (Acceptance ratio: 47/193 = 24.4%)
    * The IISP Demo Day Spring'16 Finalist
  19. Shouling Ji, Weiqing Li, Prateek Mittal, Xin Hu, and Raheem Beyah, SecGraph: A Uniform and Open-source Evaluation System for Graph Data Anonymization and De-anonymization, USENIX Security 2015. (Acceptance ratio: 67/426 = 15.7%)
  20. Shouling Ji, Zhipeng Cai, Meng Han, and Raheem Beyah, Primary Social Behavior based Joint Routing and Scheduling for Cognitive Radio Networks, IEEE SECON 2015.(Acceptance ratio: 55/194 = 28%)
  21. Shouling Ji, Zhipeng Cai, Jing (Selena) He, and Raheem Beyah, Whitespace Analysis and Virtual Backbone Construction in Cognitive Radio Networks: A Social Networking Perspective, IEEE SECON 2015. (Acceptance ratio: 55/194 = 28%)
  22. Shouling Ji, Weiqing Li, Neil Z. Gong, Prateek Mittal, and Raheem Beyah, On Your Social Network De-anonymizablity: Quantification and Large Scale Evaluation with Seed Knowledge, NDSS 2015, San Diego, California, USA, February 8-11, 2015. (Acceptance ratio: 50/305 = 16.4%)
  23. Shouling Ji, Weiqing Li, M. Srivatsa, and Raheem Beyah, Structural Data De-anonymization: Quantification, Practice, and Implications, ACM CCS 2014, Scottsdale, Arizona, USA, November 3-7, 2014. (Acceptance ratio: 114/585 = 19.5%)
  24. Shouling Ji, Weiqing Li, Mudhakar Srivatsa, Jing Selena He, and Raheem Beyah, Structure based Data De-anonymization of Social Networks and Mobility Traces, ISC 2014, Hong Kong, October 12-14, 2014. (Acceptance ratio: 20/106 = 18.9%)
  25. Jing (Selena) He, Shouling Ji, Raheem Beyah, and Zhipeng Cai, Minimum-sized Influential Node Set Selection for Social Networks under the Independent Cascade Model, ACM MOBIHOC 2014, Philadelphia, PA, USA, August 11-14, 2014. (Acceptance ratio: 40/211 = 18.9%)
  26. Mingyuan Yan, Shouling Ji, Meng Han, Yingshu Li, and Zhipeng Cai, Data Aggregation Scheduling in Wireless Networks with Cognitive Radio Networks, IEEE SECON 2014, Singapore, June 30-July 3, 2014. (Acceptance ratio: 68/235 = 28.9%)
  27. Jing (Selena) He, Shouling Ji, Xiaojing Liao, Hisham Haddad, and Raheem Beyah, Minimum-sized Positive Influential Node Set Selection for Social Networks: Considering Both Positive and Negative Influences, IPCCC 2013, San Diego, California, USA, December 6-8, 2013.
  28. Shouling Ji, Mingyuan Yan, Raheem Beyah, and Zhipeng Cai, Semi-Structure Routing and Performance Analysis for Cognitive Radio Networks, IEEE MASS 2013, Hangzhou, China, October 14-16, 2013. (Acceptance ratio: 55/186 = 29.6%)
  29. Jing (Selena) He, Shouling Ji, Raheem Beyah, and Yingshu Li, A Multi-Objective Genetic Algorithm for Constructing Load-Balanced Virtual Backbones in Probabilistic Wireless Sensor Networks, IEEE GLOBECOM 2013, Atlanta, GA USA, December 9-13, 2013.
  30. Mingyuan Yan, Shouling Ji, and Zhipeng Cai, Time Efficient Data Aggregation Scheduling in Cognitive Radio Networks, IEEE GLOBECOM 2013, Atlanta, GA USA, December 9-13, 2013.
  31. Shouling Ji, Raheem Beyah, and Zhipeng Cai, Minimum-Latency Broadcast Scheduling for Cognitive Radio Networks, IEEE SECON 2013, New Orleans, USA, June 24-27, 2013. (Acceptance ratio: 51/280 = 18.2%)
  32. Meng Han, Mingyuan Yan, Jinbao Li, Shouling Ji, and Yingshu Li, Generating Uncertain Networks based on Historical Network Snapshots, CSoNet 2013 in conjunction with COCOON 2013, Hangzhou, China, June 21-23, 2013.
  33. Shouling Ji, Mingyuan Yan, Yueming Duan, Jing (Selena) He, Raheem Beyah, and Zhipeng Cai, Broadcast Scheduling for Cognitive Radio Networks, IEEE INFOCOM 2013, Demo/Poster Session, Turin, Italy, April 14-19, 2013.
  34. Jing (Selena) He, Shouling Ji, Yi Pan, and Yingshu Li, Constructing Load-Balanced Data Aggregation Trees in Probabilistic Wireless Sensor Networks, IEEE MSN 2012, Chengdu, China, December 14-16, 2012.
    * Best Paper Award
  35. Jing (Selena) He, Shouling Ji, Yi Pan, and Zhipeng Cai, Load-Balanced Virtual Backbone Construction for Wireless Sensor Networks, COCOA 2012, Banff, Canada, August 5-9, 2012.
  36. Zhipeng Cai, Shouling Ji, Jing (Selena) He, and Anu G. Bourgeois, Optimal Distributed Data Collection for Asynchronous Cognitive Radio Networks, ICDCS 2012, Macau, China, June 18-21, 2012. (Acceptance ratio: 71/515 = 13.8%)
  37. Shouling Ji, Raheem Beyah, and Zhipeng Cai, Snapshot/Continuous Data Collection Capacity for Large-Scale Probabilistic Wireless Sensor Networks, IEEE INFOCOM 2012, Orlando, Florida USA, March 25-30, 2012. (Acceptance ratio: 278/1547 = 18%)
  38. Shouling Ji and Zhipeng Cai, Distributed Data Collection and Its Capacity in Asynchronous Wireless Sensor Networks, IEEE INFOCOM 2012, Orlando, Florida USA, March 25-30, 2012. (Acceptance ratio: 278/1547 = 18%)
  39. Mingyuan Yan, Jing (Selena) He, Shouling Ji, Yingshu Li, Minimum Latency Scheduling for Multi-Regional Query in Wireless Sensor Networks, IPCCC 2011, Orlando, Florida, USA, November 17-19, 2011.
  40. Yueming Duan, Shouling Ji, and Zhipeng Cai, Generalized Broadcast Scheduling in Duty-Cycle Multi-Hop Wireless Networks, IPCCC 2011, Orlando, Florida, USA, November 17-19, 2011.
  41. Shouling Ji, Raheem Beyah, Yingshu Li, Continuous Data Collection Capacity of Wireless Sensor Networks Under Physical Interference Model, IEEE MASS 2011, Valencia, Spain, October 17-22, 2011.(Acceptance ratio: 49/256 = 19.1%)
  42. Jing (Selena) He, Shouling Ji, Mingyuan Yan, Yi Pan, and Yingshu Li, Genetic-Algorithm-Based Construction of Load-Balanced CDSs in Wireless Sensor Networks, MILCOM 2011, Baltimore, Maryland, USA, November 7-10, 2011.
  43. Jing (Selena) He, Zhipeng Cai, Shouling Ji, Raheem Beyah, and Yi Pan, A Genetic Algorithm for Constructing a Reliable MCDS in Probabilistic Wireless NetworksWASA 2011, Chengdu, China, August 11-13, 2011.
  44. Shouling Ji, Yingshu Li, and Xiaohua Jia, Capacity of Dual-Radio Multi-Channel Wireless Sensor Networks for Continuous Data Collection, IEEE INFOCOM 2011, Shanghai, Chian, April 10-15, 2011. (Acceptance ratio: 291/1823 = 16%)
  45. Jinbao Li, Desheng Zhang, Shouling Ji, and Longjiang Guo, RCS: a Random Channel Selection with Probabilistic Backoff for Multi-Channel MAC Protocols in WSNs, IEEE GLOBECOM 2010, Miami, Florida, USA, December 6-10, 2010.
  46. Jinbao Li, Desheng Zhang, Longjiang Guo, Shouling Ji, and Yingshu Li, M-cube: A Duty Cycle Based Multi-Channel MAC Protocol with Multiple Channel Reservation for WSNs, The 16th International Conference on Parallel and Distributed Systems (ICPADS 2010), Shanghai, China, December 8-10, 2010.
  47. Jinbao Li, Desheng Zhang, Longjiang Guo, Shouling Ji and Yingshu Li, ARM: an Asynchronous Receiver-initiated Multichannel MAC Protocol with Duty Cycling for WSNs, The 29th IEEE International Performance Computing and Communications Conference (IPCCC 2010), Albuquerque, NM, December 9-11, 2010.
  48. Jinbao Li, Shouling Ji, and Jinghua Zhu, Data Caching Based Queries in Multi-Sink Sensor Networks, International Conference on Mobile Ad-hoc and Sensor Networks (MSN 2009),Wu Yi Mountain, China, December 14-16, 2009.

POSTERS

  1. eiqing Li, Shouling Ji, and Raheem Beyah, ShareSafe: the Complete Collection of Tools for Graph Data Privacy Analysis, ACSAC 2015 poster session.
  2. Shukun Yang, Shouling Ji, Xin Hu, and Raheem Beyah, Effectiveness and Soundness of Commercial Password Strength Meters, NDSS 2015, San Diego, California, USA, February 8-11, 2015.
  3. houling Ji, Shukun Yang, Weiqing Li, Xiaojing Liao, Xin Hu, and Raheem Beyah, Password Cracking: A Large-Scale Empirical Study, USENIX Security 2014 poster session, San Diego, CA, USA, August 20-22, 2014.
  4. Shouling Ji, Weiqing Li, Jing (Selena) He, Mudhakar Srivatsa, and Raheem Beyah, Optimization based Data De-anonymization, IEEE S&P 2014 poster session, San Jose, California, USA, May 18-21, 2014.
  5. Shouling Ji, Weiqing Li, Mudhakar Srivatsa, Jing (Selena) He, and Raheem Beyah, De-anonymizing Mobility Traces and Social Data using Social Auxiliary Information, NDSS 2014, Poster Session, San Diego, California, USA, February 23-26, 2014.
  6. Shouling Ji, Mingyuan Yan, Yueming Duan, Jing (Selena) He, Raheem Beyah, and Zhipeng Cai, Broadcast Scheduling for Cognitive Radio Networks, IEEE INFOCOM 2013, Demo/Poster Session, Turin, Italy, April 14-19, 2013.

DISSERTATION

  1. Shouling Ji, EVALUATING THE SECURITY OF ANONYMIZED BIG GRAPH/STRUCTURAL DATA (2015), Georgia Institute of Technology.
  2. Shouling Ji, DATA COLLECTION AND CAPACITY ANALYSIS IN LARGE-SCALE WIRELESS SENSOR NETWORKS, (2013). Computer Science Dissertations. Paper 76.

BOOK CHAPTERS

  1. Shouling Ji, Jing (Selena) He, and Zhipeng Cai, “Data Gathering in Wireless Sensor Networks”, The Art of Wireless Sensor Networks Volume 1: Fundamentals, (Signals and Communications Technology Series), edited by Habib M. Ammari, Springer, January, 2014.
  2. Shouling Ji, Jing (Selena) He, and Yingshu Li, Optimizing Data Collection Capacity of Wireless Sensor Networks, Handbook of Combinatorial Optimization, 2nd Edition (edited by P. Pardalos, D.-Z. Du, and R. Graham), Springer, 2012.
  3. Jing (Selena) He, Shouling Ji, Yi Pan, and Yingshu Li, Reliable Minimum Connected Dominating Sets for Topology Control in Probabilistic Wireless Sensor Networks, Scalable Computing: Theory and Practice (edited by S. U. Khan, L. Wang, and A. Y. Zomaya), John Wiley & Sons, 2012.