Carol J. Fung

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 62

Top Venues

CNSM

NOMS

IEEE Trans. Netw. Serv. Manag.

University of Waterloo, Ontario, Canada (PHD)

Education History

University of Waterloo, Ontario, Canada

PHD

Publications

Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, Hailong Yang
LogSay: An Efficient Comprehension System for Log Numerical Reasoning. IEEE Trans. Computers 73 (7) (2024)
Y A Joarder, Carol J. Fung
QUICPro: Integrating Deep Reinforcement Learning to Defend against QUIC Handshake Flooding Attacks. ANRW (2024)
Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, Hailong Yang, Depei Qian
FDLoRA: Personalized Federated Learning of Large Language Model via Dual LoRA Tuning. CoRR (2024)
Muhammad Ejaz, Jinsong Gui, Muhammad Asim, Mohammed Ahmed El-Affendi, Carol J. Fung, Ahmed A. Abd El-Latif
RL-Planner: Reinforcement Learning-Enabled Efficient Path Planning in Multi-UAV MEC Systems. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Shaohan Huang, Yi Liu, Jiaxing Qi, Jing Shang, Zhiwen Xiao, Carol J. Fung, Zhihui Wu, Hailong Yang, Zhongzhi Luan, Depei Qian
Gloss: Guiding Large Language Models to Answer Questions from System Logs. SANER (2024)
Rambod Pakrooh, Abdollah Jabbari, Carol J. Fung
Deep Learning-Assisted Security and Privacy Provisioning in the Internet of Medical Things Systems: A Survey on Recent Advances. IEEE Access 12 (2024)
Y A Joarder, Carol J. Fung
QUICwand: A Machine Learning Optimization-Based Hybrid Defense Approach Against QUIC Flooding Attacks. DRCN (2024)
Jiaxing Qi, Shaohan Huang, Zhongzhi Luan, Carol J. Fung, Hailong Yang, Depei Qian
LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection. CoRR (2023)
Shaohan Huang, Yi Liu, Carol J. Fung, Jiaxing Qi, Hailong Yang, Zhongzhi Luan
LogQA: Question Answering in Unstructured Logs. CoRR (2023)
Benjamin Teyssier, Y A Joarder, Carol J. Fung
QUICShield: A Rapid Detection Mechanism Against QUIC-Flooding Attacks. VCC (2023)
Jiaxing Qi, Shaohan Huang, Zhongzhi Luan, Shu Yang, Carol J. Fung, Hailong Yang, Depei Qian, Jing Shang, Zhiwen Xiao, Zhihui Wu
LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection. HPCC/DSS/SmartCity/DependSys (2023)
Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, Hailong Yang, Hanlu Li, Danfeng Zhu, Depei Qian
LogEncoder: Log-Based Contrastive Representation Learning for Anomaly Detection. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Shaohan Huang, Yi Liu, Carol J. Fung, He Wang, Hailong Yang, Zhongzhi Luan
Improving Log-Based Anomaly Detection by Pre-Training Hierarchical Transformers. IEEE Trans. Computers 72 (9) (2023)
Kshitij Kokkera, Aileen Chen, Chythra Malapati, Alex Demchenko, Carol J. Fung
A Study on the Conspiracy Theory Propagation Network on Twitter. NOMS (2023)
Shaozhi Dai, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, He Wang, Hailong Yang, Depei Qian
REVAL: Recommend Which Variables to Log With Pretrained Model and Graph Neural Network. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Rémi Badonnel, Carol J. Fung, Sandra Scott-Hayward, Qi Li, Fulvio Valenza, Cristian Hesselman
Guest Editors Introduction: Special Section on Recent Advances in Network Security Management. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Maher Al Islam, Carol J. Fung, Ashraf Tantawy, Sherif Abdelwahed
A Game-Theoretic Model for DDoS Mitigation Strategies with Cloud Services. NOMS (2022)
Shaohan Huang, Yi Liu, Carol J. Fung, Hailong Yang, Zhongzhi Luan
Black-box Attacks to Log-based Anomaly Detection. CNSM (2022)
Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Yukun Wang, Carol J. Fung, Hailong Yang, Depei Qian
Adanomaly: Adaptive Anomaly Detection for System Logs with Adversarial Learning. NOMS (2022)
Salman Ahmed, Ya Xiao, Taejoong (Tijay) Chung, Carol J. Fung, Moti Yung, Danfeng (Daphne) Yao
Privacy Guarantees of BLE Contact Tracing for COVID-19 and Beyond: A Case Study on COVIDWISE. AsiaCCS (2022)
Carol J. Fung, Vivian Motti, Katie Zhang, Yanjun Qian
A Study of User Concerns about Smartphone Privacy. CSNet (2022)
Mostafa Zaman, Maher Al Islam, Ashraf Tantawy, Carol J. Fung, Sherif Abdelwahed
Adaptive Control for Smart Water Distribution Systems. ISC2 (2021)
Alexandra Sosnkowski, Carol J. Fung, Shivram Ramkumar
An analysis of Twitter users' long term political view migration using cross-account data mining. Online Soc. Networks Media 26 (2021)
Carol J. Fung, Bill McCormick
An Effective Policy Sharing Mechanism for Smart Home Networks. CNSM (2020)
Hui Yu, Jiahai Yang, Carol J. Fung
Fine-Grained Cloud Resource Provisioning for Virtual Network Function. IEEE Trans. Netw. Serv. Manag. 17 (3) (2020)
Ilsun You, Giovanni Pau, Wei Wei, Carol J. Fung
IEEE Access Special Section Editorial: Green Communications on Wireless Networks. IEEE Access 8 (2020)
Shaohan Huang, Yi Liu, Carol J. Fung, Wanhe An, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan
A Gated Few-shot Learning Model For Anomaly Detection. ICOIN (2020)
Bill McCormick, Hassan Halabian, Carol J. Fung
Distributed Orchestration in Cloud Data Centers. IM (2019)
Carol J. Fung, Bahman Rashidi, Vivian Genaro Motti
Multi-View Permission Risk Notification for Smartphone System. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 10 (1) (2019)
Pulkit Rustgi, Carol J. Fung
Demo: DroidNet - An Android Permission Control Recommendation System Based on Crowdsourcing. IM (2019)
Jun Xu, Carol J. Fung
A Risk-defined Trust Transitivity Model for Group Decisions in Social Networks. IM (2019)
Carol J. Fung, Jérôme François, Weverton Cordeiro, Mohamed Faten Zhani
Advanced security management. Int. J. Netw. Manag. 29 (3) (2019)
A. H. M. Jakaria, Mohammad Ashiqur Rahman, Carol J. Fung
A Requirement-Oriented Design of NFV Topology by Formal Synthesis. IEEE Trans. Netw. Serv. Manag. 16 (4) (2019)
Lu Xu, Zhongzhi Luan, Carol J. Fung, Da Ye, Depei Qian
Anomaly Detection Models Based on Context-Aware Sequential Long Short-Term Memory Learning. GLOBECOM (2019)
Bahman Rashidi, Carol J. Fung, Kevin W. Hamlen, Andrzej Kamisinski
HoneyV: A virtualized honeynet system based on network softwarization. NOMS (2018)
Carol J. Fung, Mohamed Faten Zhani, Weverton Cordeiro, Jérôme François
Special issue on security for emerging open networking technologies. Int. J. Netw. Manag. 28 (1) (2018)
Bahman Rashidi, Carol J. Fung, Mohammad Ashiqur Rahman
A scalable and flexible DDoS mitigation system using network function virtualization. NOMS (2018)
Hui Yu, Jiahai Yang, Carol J. Fung, Raouf Boutaba, Yi Zhuang
ENSC: Multi-Resource Hybrid Scaling for Elastic Network Service Chain in Clouds. ICPADS (2018)
Lu Xu, Zhongzhi Luan, Carol J. Fung, Guang Wei, Depei Qian
Outlier Detection for Distributed Services using Multi-Frequency Patterns. CNSM (2018)
Bahman Rashidi, Carol J. Fung, Anh Nguyen, Tam Vu, Elisa Bertino
Android User Privacy Preserving Through Crowdsourcing. IEEE Trans. Inf. Forensics Secur. 13 (3) (2018)
Hui Yu, Jiahai Yang, Carol J. Fung
Elastic Network Service Chain with Fine-Grained Vertical Scaling. GLOBECOM (2018)
Ilsun You, Carol J. Fung, Joonsang Baek, Victor C. M. Leung
IEEE Access Special Section Editorial: Security and Privacy in Applications and Services for Future Internet of Things. IEEE Access 6 (2018)
Shupeng Zhang, Carol J. Fung, Shaohan Huang, Zhongzhi Luan, Depei Qian
PSOM: Periodic Self-Organizing Maps for unsupervised anomaly detection in periodic time series. IWQoS (2017)
A. H. M. Jakaria, Bahman Rashidi, Mohammad Ashiqur Rahman, Carol J. Fung, Wei Yang
Dynamic DDoS Defense Resource Allocation using Network Function Virtualization. SDN-NFV@CODASPY (2017)
Bahman Rashidi, Carol J. Fung, Elisa Bertino
Android resource usage risk assessment using hidden Markov model and online learning. Comput. Secur. 65 (2017)
Bahman Rashidi, Carol J. Fung, Elisa Bertino
A Collaborative DDoS Defence Framework Using Network Function Virtualization. IEEE Trans. Inf. Forensics Secur. 12 (10) (2017)
Shaohan Huang, Carol J. Fung, Chang Liu, Shupeng Zhang, Guang Wei, Zhongzhi Luan, Depei Qian
Arena: Adaptive real-time update anomaly prediction in cloud systems. CNSM (2017)
Bahman Rashidi, Carol J. Fung, Elisa Bertino
Android malicious application detection using support vector machine and active learning. CNSM (2017)
Seyyit Alper Sert, Carol J. Fung, Roy George, Adnan Yazici
An efficient fuzzy path selection approach to mitigate selective forwarding attacks in wireless sensor networks. FUZZ-IEEE (2017)
Pulkit Rustgi, Carol J. Fung, Bahman Rashidi, Bridget T. McInnes
DroidVisor: An Android secure application recommendation system. IM (2017)
A. H. M. Jakaria, Mohammad Ashiqur Rahman, Carol J. Fung
Automated synthesis of NFV topology: A security requirement-oriented design. CNSM (2017)
Shaohan Huang, Carol J. Fung, Kui Wang, Polo Pei, Zhongzhi Luan, Depei Qian
Using recurrent neural networks toward black-box system anomaly prediction. IWQoS (2016)
Bahman Rashidi, Carol J. Fung
CoFence: A collaborative DDoS defence using network function virtualization. CNSM (2016)
Hui Yu, Jiahai Yang, Carol J. Fung
SpongeNet+: A Two-Layer Bandwidth Allocation Framework for Cloud Datacenter. HPCC/SmartCity/DSS (2016)
Bahman Rashidi, Carol J. Fung, Anh Nguyen, Tam Vu
Android Permission Recommendation Using Transitive Bayesian Inference Model. ESORICS (1) (2016)
Carol J. Fung, Quanyan Zhu
FACID: A trust-based collaborative decision framework for intrusion detection networks. Ad Hoc Networks 53 (2016)
Bahman Rashidi, Carol J. Fung, Tam Vu
Android fine-grained permission control system with real-time expert recommendations. Pervasive Mob. Comput. 32 (2016)
Bahman Rashidi, Carol J. Fung
BotTracer: Bot user detection using clustering method in RecDroid. NOMS (2016)
Wei Yang, Carol J. Fung
A survey on security in network functions virtualization. NetSoft (2016)
Molka Gharbaoui, Barbara Martini, Carol J. Fung, Francesco Paolucci, Alessio Giorgetti, Piero Castoldi
An incentive-compatible and trust-aware multi-provider path computation element (PCE). Comput. Networks 108 (2016)
A. H. M. Jakaria, Wei Yang, Bahman Rashidi, Carol J. Fung, Mohammad Ashiqur Rahman
VFence: A Defense against Distributed Denial of Service Attacks Using Network Function Virtualization. COMPSAC Workshops (2016)
Bahman Rashidi, Carol J. Fung
XDroid: An Android permission control using Hidden Markov chain and online learning. CNS (2016)
Bahman Rashidi, Carol J. Fung, Tam Vu
Dude, ask the experts!: Android resource access permission recommendation with RecDroid. IM (2015)
Kui Wang, Carol J. Fung, Chao Ding, Polo Pei, Shaohan Huang, Zhongzhi Luan, Depei Qian
A methodology for root-cause analysis in component based systems. IWQoS (2015)
Lei Wei, Carol J. Fung
FlowRanger: A request prioritizing algorithm for controller DoS attacks in Software Defined Networks. ICC (2015)
Huanhuan Zhang, Jie Zhang, Carol J. Fung, Chang Xu
Improving Sybil Detection via Graph Pruning and Regularization Techniques. ACML (2015)
Shaohan Huang, Carol J. Fung, Kui Wang, Yaqi Yang, Zhongzhi Luan, Depei Qian
Revisit network anomaly ranking in datacenter network using re-ranking. CloudNet (2015)
Andrzej Kamisinski, Carol J. Fung
FlowMon: Detecting Malicious Switches in Software-Defined Networks. SafeConfig@CCS (2015)
Carol J. Fung, Bill McCormick
VGuard: A distributed denial of service attack mitigation method using network function virtualization. CNSM (2015)
Bahman Rashidi, Carol J. Fung
A game-theoretic model for defending against malicious users in RecDroid. IM (2015)
Bahman Rashidi, Carol J. Fung, Gerrit Bond, Steven Jackson, Marcus Pare, Tam Vu
Demo: RecDroid: An Android Resource Access Permission Recommendation System. MobiHoc (2015)
Bahman Rashidi, Carol J. Fung
Disincentivizing Malicious Users in RecDroid Using Bayesian Game Model. J. Internet Serv. Inf. Secur. 5 (2) (2015)
Ioana-Alexandra Bara, Carol J. Fung, Thang N. Dinh
Enhancing Twitter spam accounts discovery using cross-account pattern mining. IM (2015)
Bahman Rashidi, Carol J. Fung
A Survey of Android Security Threats and Defenses. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 6 (3) (2015)
Carol J. Fung, Weverton Cordeiro
Guest Editorial: Special issue on Next Generation Networks and Systems Security. J. Internet Serv. Inf. Secur. 5 (2) (2015)
Carol J. Fung, Barbara Martini, Molka Gharbaoui, Francesco Paolucci, Alessio Giorgetti, Piero Castoldi
Quality of interaction among path computation elements for trust-aware inter-provider cooperation. ICC (2014)
Carol J. Fung, Disney Yan Lam, Raouf Boutaba
RevMatch: An efficient and robust decision model for collaborative malware detection. NOMS (2014)
Bahman Rashidi, Carol J. Fung, Tam Vu
RecDroid: a resource access permission control portal and recommendation service for smartphone users. SPME@MobiCom (2014)
Carol J. Fung, Raouf Boutaba
Design and management of collaborative intrusion detection networks. IM (2013)
Carol J. Fung, Jie Zhang, Raouf Boutaba
Effective Acquaintance Management based on Bayesian Learning for Distributed Intrusion Detection Networks. IEEE Trans. Netw. Serv. Manag. 9 (3) (2012)
Quanyan Zhu, Carol J. Fung, Raouf Boutaba, Tamer Basar
GUIDEX: A Game-Theoretic Incentive-Based Mechanism for Intrusion Detection Networks. IEEE J. Sel. Areas Commun. 30 (11) (2012)
Carol J. Fung, Quanyan Zhu, Raouf Boutaba, Tamer Basar
SMURFEN: A system framework for rule sharing collaborative intrusion detection. CNSM (2011)
Carol J. Fung
Collaborative Intrusion Detection Networks and Insider Attacks. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 2 (1) (2011)
Quanyan Zhu, Carol J. Fung, Raouf Boutaba, Tamer Basar
A game-theoretic approach to rule sharing mechanism in networked intrusion detection systems: Robustness, incentives and security. CDC/ECC (2011)
Carol J. Fung, Quanyan Zhu, Raouf Boutaba, Tamer Basar
Poster: SMURFEN: a rule sharing collaborative intrusion detection network. CCS (2011)
Carol J. Fung, Jie Zhang, Issam Aib, Raouf Boutaba
Dirichlet-Based Trust Management for Effective Collaborative Intrusion Detection Networks. IEEE Trans. Netw. Serv. Manag. 8 (2) (2011)
Carol J. Fung, Jie Zhang, Issam Aib, Raouf Boutaba
Trust Management and Admission Control for Host-Based Collaborative Intrusion Detection. J. Netw. Syst. Manag. 19 (2) (2011)
Carol J. Fung, Jie Zhang, Raouf Boutaba
Effective acquaintance management for Collaborative Intrusion Detection Networks. CNSM (2010)
Quanyan Zhu, Carol J. Fung, Raouf Boutaba, Tamer Basar
A Distributed Sequential Algorithm for Collaborative Intrusion Detection Networks. ICC (2010)
Carol J. Fung, Quanyan Zhu, Raouf Boutaba, Tamer Basar
Bayesian decision aggregation in collaborative intrusion detection networks. NOMS (2010)
Quanyan Zhu, Carol J. Fung, Raouf Boutaba, Tamer Basar
A Distributed Sequential Algorithm for Collaborative Intrusion Detection Networks CoRR (2010)
Carol J. Fung, Jie Zhang, Issam Aib, Raouf Boutaba
Robust and scalable trust management for collaborative intrusion detection. Integrated Network Management (2009)
Quanyan Zhu, Carol J. Fung, Raouf Boutaba, Tamer Basar
A game-theoretical approach to incentive design in collaborative intrusion detection networks. GAMENETS (2009)
Carol J. Fung, Olga Baysal, Jie Zhang, Issam Aib, Raouf Boutaba
Trust Management for Host-Based Collaborative Intrusion Detection. DSOM (2008)
Carol J. Fung, Yanni Ellen Liu
Lifetime Estimation of Large IEEE 802.15.4 Compliant Wireless Sensor Networks. MASCOTS (2008)
Jelena V. Misic, Carol J. Fung
The impact of master-slave bridge access mode on the performance of multi-cluster 802.15.4 network. Comput. Networks 51 (10) (2007)
Jelena V. Misic, Carol J. Fung, Vojislav B. Misic
On Node Population in a Multi-Level 802.15.4 Sensor Network. GLOBECOM (2006)
Jelena V. Misic, Carol J. Fung, Vojislav B. Misic
On Bridge Residence Times in Master-Slave Connected 802.15.4 Clusters. AINA (2) (2006)
Jelena V. Misic, Vojislav B. Misic, Carol J. Fung, Shairmina Shafi
Faster Lanes, Longer Lifetimes: Activity Management in Interconnected 802.15.4 Sensor Clusters. Mob. Networks Appl. 11 (5) (2006)
Jelena V. Misic, Carol J. Fung, Vojislav B. Misic
Network lifetime equalization in interconnected 802.15.4 clusters. QSHINE (2006)

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Publication Activity (10 Years)

Top Topics

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Carol J. Fung