Guanhua Yan

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 20

Top Topics

Countermeasures

Convolutional Neural Network

Top Venues

Publications

Joon-Young Gwak, Priti Prabhakar Wakodikar, Meng Wang, Guanhua Yan, Xiaokui Shu, Scott D. Stoller, Ping Yang
Debugging Malware Classification Models Based on Event Logs with Explainable AI. ICDM (Workshops) (2023)
Zhixin Wen, Harsh Sanjay Pacherkar, Guanhua Yan
VET5G: A Virtual End-to-End Testbed for 5G Network Security Experimentation. CSET @ USENIX Security Symposium (2022)
Jerome Dinal Herath, Priti Prabhakar Wakodikar, Ping Yang, Guanhua Yan
CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs. DSN (2022)
Zhan Shu, Guanhua Yan
IoTInfer: Automated Blackbox Fuzz Testing of IoT Network Protocols Guided by Finite State Machine Inference. IEEE Internet Things J. 9 (22) (2022)
J. Dinal Herath, Ping Yang, Guanhua Yan
Real-Time Evasion Attacks against Deep Learning-Based Anomaly Detection from Distributed System Logs. CODASPY (2021)
Kaiming Fang, Guanhua Yan
Paging storm attacks against 4G/LTE networks from regional Android botnets: rationale, practicality, and implications. WISEC (2020)
Kaiming Fang, Guanhua Yan
IoTReplay: Troubleshooting COTS IoT Devices with Record and Replay. SEC (2020)
Yunus Kucuk, Guanhua Yan
Deceiving Portable Executable Malware Classifiers into Targeted Misclassification with Practical Adversarial Examples. CODASPY (2020)
J. Dinal Herath, Changxin Bai, Guanhua Yan, Ping Yang, Shiyong Lu
RAMP: Real-Time Anomaly Detection in Scientific Workflows. IEEE BigData (2019)
Jiaqi Yan, Guanhua Yan, Dong Jin
Classifying Malware Represented as Control Flow Graphs using Deep Graph Convolutional Neural Network. DSN (2019)
Dinuni Fernando, Siddharth Kulshrestha, J. Dinal Herath, Nitin Mahadik, Yanzhe Ma, Changxin Bai, Ping Yang, Guanhua Yan, Shiyong Lu
SciBlock: A Blockchain-Based Tamper-Proof Non-Repudiable Storage for Scientific Workflow Provenance. CIC (2019)
Zhan Shu, Guanhua Yan
Ensuring Deception Consistency for FTP Services Hardened against Advanced Persistent Threats. MTD@CCS (2018)
Jinxue Zhang, Rui Zhang, Yanchao Zhang, Guanhua Yan
The Rise of Social Botnets: Attacks and Countermeasures. IEEE Trans. Dependable Secur. Comput. 15 (6) (2018)
Kaiming Fang, Guanhua Yan
Emulation-Instrumented Fuzz Testing of 4G/LTE Android Mobile Devices Guided by Reinforcement Learning. ESORICS (2) (2018)
Yunus Kucuk, Nikhil Patil, Zhan Shu, Guanhua Yan
BigBing: Privacy-Preserving Cloud-Based Malware Classification Service. PAC (2018)
Guanhua Yan, Junchen Lu, Zhan Shu, Yunus Kucuk
ExploitMeter: Combining Fuzzing with Machine Learning for Automated Evaluation of Software Exploitability. PAC (2017)
Guanhua Yan
Improving Efficiency of Link Clustering on Multi-core Machines. ICDCS (2017)
Jinxue Zhang, Rui Zhang, Yanchao Zhang, Guanhua Yan
The Rise of Social Botnets: Attacks and Countermeasures. CoRR (2016)
Guanhua Yan, Yunus Kucuk, Max Slocum, David C. Last
A Bayesian Cogntive Approach to Quantifying Software Exploitability Based on Reachability Testing. ISC (2016)
Guanhua Yan
Be Sensitive to Your Errors: Chaining Neyman-Pearson Criteria for Automated Malware Classification. AsiaCCS (2015)
Guanhua Yan
Finding common ground among experts' opinions on data clustering: With applications in malware analysis. ICDE (2014)
Deguang Kong, Guanhua Yan
Transductive malware label propagation: Find your lineage from your neighbors. INFOCOM (2014)
Guanhua Yan, Stephan J. Eidenbenz
Sim-Watchdog: Leveraging Temporal Similarity for Anomaly Detection in Dynamic Graphs. ICDCS (2014)
Guanhua Yan, Nathan Brown, Deguang Kong
Exploring Discriminatory Features for Automated Malware Classification. DIMVA (2013)
Deguang Kong, Guanhua Yan
Discriminant malware distance learning on structuralinformation for automated malware classification. SIGMETRICS (2013)
Deguang Kong, Guanhua Yan
Discriminant malware distance learning on structural information for automated malware classification. KDD (2013)
Rui Zhang, Jinxue Zhang, Yanchao Zhang, Jinyuan Sun, Guanhua Yan
Privacy-Preserving Profile Matching for Proximity-Based Mobile Social Networking. IEEE J. Sel. Areas Commun. 31 (9-Supplement) (2013)
Guanhua Yan
Peri-Watchdog: Hunting for hidden botnets in the periphery of online social networks. Comput. Networks 57 (2) (2013)
Nam P. Nguyen, Guanhua Yan, My T. Thai
Analysis of misinformation containment in online social networks. Comput. Networks 57 (10) (2013)
Milan Bradonjic, Michael Molloy, Guanhua Yan
Containing Viral Spread on Sparse Random Graphs: Bounds, Algorithms, and Experiments. Internet Math. 9 (4) (2013)
Milan Bradonjic, Michael Molloy, Guanhua Yan
Containing Viral Spread on Sparse Random Graphs: Bounds, Algorithms, and Experiments. CoRR (2013)
Jinxue Zhang, Rui Zhang, Yanchao Zhang, Guanhua Yan
On the impact of social botnets for spam distribution and digital-influence manipulation. CNS (2013)
Fengyuan Xu, Xiaojun Zhu, Chiu C. Tan, Qun Li, Guanhua Yan, Jie Wu
SmartAssoc: Decentralized Access Point Selection Algorithm to Improve Throughput. IEEE Trans. Parallel Distributed Syst. 24 (12) (2013)
Md. Sazzadur Rahman, Guanhua Yan, Harsha V. Madhyastha, Michalis Faloutsos, Stephan J. Eidenbenz, Mike Fisk
iDispatcher: A unified platform for secure planet-scale information dissemination. Peer-to-Peer Netw. Appl. 6 (1) (2013)
Guanhua Yan, Ritchie Lee, Alex Kent, David H. Wolpert
Towards a bayesian network game framework for evaluating DDoS attacks and defense. CCS (2012)
Nam P. Nguyen, Guanhua Yan, My T. Thai, Stephan J. Eidenbenz
Containment of misinformation spread in online social networks. WebSci (2012)
Chrisil Arackaparambil, Guanhua Yan, Sergey Bratus, Alper Caglayan
On Tuning the Knobs of Distribution-Based Methods for Detecting VoIP Covert Channels. HICSS (2012)
Konstantinos Pelechrinis, Guanhua Yan, Stephan J. Eidenbenz, Srikanth V. Krishnamurthy
Detection of Selfish Manipulation of Carrier Sensing in 802.11 Networks. IEEE Trans. Mob. Comput. 11 (7) (2012)
Lei Liu, Xinwen Zhang, Guanhua Yan, Songqing Chen
Chrome Extensions: Threat Analysis and Countermeasures. NDSS (2012)
Rui Zhang, Yanchao Zhang, Jinyuan Sun, Guanhua Yan
Fine-grained private matching for proximity-based mobile social networking. INFOCOM (2012)
Chrisil Arackaparambil, Guanhua Yan
Wiki-Watchdog: Anomaly Detection in Wikipedia Through a Distributional Lens. Web Intelligence (2011)
Yuanyuan Zeng, Guanhua Yan, Stephan J. Eidenbenz, Kang G. Shin
Measuring the effectiveness of infrastructure-level detection of large-scale botnets. IWQoS (2011)
Guanhua Yan, Guanling Chen, Stephan J. Eidenbenz, Nan Li
Malware propagation in online social networks: nature, dynamics, and defense implications. AsiaCCS (2011)
Guanhua Yan, Songqing Chen, Stephan J. Eidenbenz
RatBot: Anti-enumeration Peer-to-Peer Botnets. ISC (2011)
Guanhua Yan, Duc T. Ha, Stephan J. Eidenbenz
AntBot: Anti-pollution peer-to-peer botnets. Comput. Networks 55 (8) (2011)
Shiva Prasad Kasiviswanathan, Stephan J. Eidenbenz, Guanhua Yan
Geography-based analysis of the Internet infrastructure. INFOCOM (2011)
Keren Tan, Guanhua Yan, Jihwang Yeo, David Kotz
Privacy analysis of user association logs in a large-scale wireless LAN. INFOCOM (2011)
Dong (Kevin) Jin, David M. Nicol, Guanhua Yan
An event buffer flooding attack in DNP3 controlled SCADA systems. WSC (2011)
Guanhua Yan, Stephan J. Eidenbenz, Sunil Thulasidasan, Pallab Datta, Venkatesh Ramaswamy
Criticality analysis of Internet infrastructure. Comput. Networks 54 (7) (2010)
Keren Tan, Guanhua Yan, Jihwang Yeo, David Kotz
A correlation attack against user mobility privacy in a large-scale WLAN network. S3@MobiCom (2010)
Fengyuan Xu, Chiu C. Tan, Qun Li, Guanhua Yan, Jie Wu
Designing a Practical Access Point Association Protocol. INFOCOM (2010)
Nandakishore Santhi, Guanhua Yan, Stephan J. Eidenbenz
CyberSim: Geographic, temporal, and organizational dynamics of malware propagation. WSC (2010)
Duc T. Ha, Guanhua Yan, Stephan J. Eidenbenz, Hung Q. Ngo
On the effectiveness of structural detection and defense against P2P-based botnets. DSN (2009)
Guanhua Yan, Leticia Cuellar, Stephan J. Eidenbenz, Nicolas W. Hengartner
Blue-Watchdog: Detecting Bluetooth worm propagation in public areas. DSN (2009)
Guanhua Yan, Stephan J. Eidenbenz, Bo Sun
Mobi-watchdog: you can steal, but you can't run! WISEC (2009)
Konstantinos Pelechrinis, Guanhua Yan, Stephan J. Eidenbenz, Srikanth V. Krishnamurthy
Detecting Selfish Exploitation of Carrier Sensing in 802.11 Networks. INFOCOM (2009)
Guanhua Yan, Stephan J. Eidenbenz, Emanuele Galli
SMS-Watchdog: Profiling Social Behaviors of SMS Users for Anomaly Detection. RAID (2009)
Bo Sun, Guanhua Yan, Yang Xiao, T. Andrew Yang
Self-propagating mal-packets in wireless sensor networks: Dynamics and defense implications. Ad Hoc Networks 7 (8) (2009)
Guanhua Yan, Stephan J. Eidenbenz
Modeling Propagation Dynamics of Bluetooth Worms (Extended Version). IEEE Trans. Mob. Comput. 8 (3) (2009)
Lei Liu, Guanhua Yan, Xinwen Zhang, Songqing Chen
VirusMeter: Preventing Your Cellphone from Spies. RAID (2009)
Lei Liu, Xinwen Zhang, Guanhua Yan, Songqing Chen
Exploitation and threat analysis of open mobile devices. ANCS (2009)
Guanhua Yan, Stephan J. Eidenbenz
DDoS Mitigation in Non-cooperative Environments. Networking (2008)
Bo Sun, Dibesh Shrestha, Guanhua Yan, Yang Xiao
Self-Propagate Mal-Packets in Wireless Sensor Networks: Dynamics and Defense Implications. GLOBECOM (2008)
Guanhua Yan, Songqing Chen, Stephan J. Eidenbenz
Dynamic Balancing of Packet Filtering Workloads on Distributed Firewalls. IWQoS (2008)
Lei Liu, Songqing Chen, Guanhua Yan, Zhao Zhang
BotTracer: Execution-Based Bot-Like Malware Detection. ISC (2008)
Bo Sun, Guanhua Yan, Yang Xiao
Worm Propagation Dynamics in Wireless Sensor Networks. ICC (2008)
Guanhua Yan, Zhen Xiao, Stephan J. Eidenbenz
Catching Instant Messaging Worms with Change-Point Detection Techniques. LEET (2008)
Guanhua Yan, Stephan J. Eidenbenz
Modeling Propagation Dynamics of Bluetooth Worms. ICDCS (2007)
Guanhua Yan, Hector D. Flores, Leticia Cuellar, Nicolas W. Hengartner, Stephan J. Eidenbenz, Vincent Vu
Bluetooth worm propagation: mobility pattern matters! AsiaCCS (2007)
Gabriel Istrate, Anders Hansson, Guanhua Yan
Packet Reordering Metrics: Some Methodological Considerations. ICNS (2006)
Guanhua Yan, Stephan J. Eidenbenz
Sluggish Calendar Queues for Network Simulation. MASCOTS (2006)
Michael Liljenstam, Jason Liu, David M. Nicol, Yougu Yuan, Guanhua Yan, Chris Grier
RINSE: The Real-Time Immersive Network Simulation Environment for Network Security Exercises (Extended Version). Simul. 82 (1) (2006)
David M. Nicol, Guanhua Yan
High-Performance Simulation of Low-Resolution Network Flows. Simul. 82 (1) (2006)
Guanhua Yan, Stephan J. Eidenbenz
Bluetooth Worms: Models, Dynamics, and Defense Implications. ACSAC (2006)
Michael Liljenstam, Jason Liu, David M. Nicol, Yougu Yuan, Guanhua Yan, Chris Grier
RINSE: The Real-Time Immersive Network Simulation Environment for Network Security Exercises. PADS (2005)
David M. Nicol, Guanhua Yan
Simulation of Network Traffic at Coarse Timescales. PADS (2005)
David M. Nicol, Guanhua Yan
Discrete event fluid modeling of background TCP traffic. ACM Trans. Model. Comput. Simul. 14 (3) (2004)
David M. Nicol, Jason Liu, Michael Liljenstam, Guanhua Yan
Simulation of large scale networks I: simulation of large-scale networks using SSF. WSC (2003)
Guanhua Yan, Yuehui Jin, Yulu Ma, Shiduan Cheng, Jian Ma
An Efficient Method to Simulate Communication Networks. ICC (1) (2000)