IAFSE-CIDSE: Assured and Scalable Data Engineering, Center for (CASCADE)

Research Output 1993 2019

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Conference contribution
2019

Adaptive MTD Security using Markov Game Modeling

Chowdhary, A., Sengupta, S., Alshamrani, A., Huang, D. & Sabur, A., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 577-581 5 p. 8685647. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intrusion detection
Monitoring
Costs

Adversarially-resistant on-demand topic channels for wireless sensor networks

Behrens, H. W. & Candan, K., Jan 15 2019, Proceedings - 2018 IEEE 37th Symposium on Reliable Distributed Systems, SRDS 2018. IEEE Computer Society, p. 83-92 10 p. 8613956. (Proceedings of the IEEE Symposium on Reliable Distributed Systems; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wireless Sensor Networks
Wireless sensor networks
Network protocols
Resilience
Hashing

Attribute Based Encryption for Information Sharing on Tactical Mobile Networks

Luo, J., Dong, Q., Huang, D. & Kang, M., Jan 2 2019, 2018 IEEE Military Communications Conference, MILCOM 2018. Institute of Electrical and Electronics Engineers Inc., p. 960-965 6 p. 8599802. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cryptography
Wireless networks
Access control

AURORA: Auditing PageRank on Large Graphs

Kang, J., Wang, M., Cao, N., Xia, Y., Fan, W. & Tong, H., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 713-722 10 p. 8622563. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems
Sports
Information retrieval
Scalability

Combining Dynamic and Static Attack Information for Attack Tracing and Event Correlation

Alshamrani, A., Chowdhary, A., Mjihil, O., Myneni, S. & Huang, D., Feb 20 2019, 2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8647326. (2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

tracing
Tracing
attack
Attack
Intrusion detection

Continuous simulation optimization with model mismatch using Gaussian process regression

Inanlouganji, A., Pedrielli, G., Fainekos, G. & Pokutta, S., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2131-2142 12 p. 8632427. (Proceedings - Winter Simulation Conference; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Simulation Optimization
Continuous Optimization
Gaussian Process
Fidelity
Regression

Demonstrating geosparksim: A scalable microscopic road network traffic simulator based on Apache spark

Fu, Z., Yu, J. & Elsayed, M., Aug 19 2019, Proceedings of the 16th International Symposium on Spatial and Temporal Databases, SSTD 2019. Association for Computing Machinery, p. 186-189 4 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric sparks
Simulators
Telecommunication traffic
Urban planning
Information management

Improving robustness of random forest under label noise

Zhou, X., Ding, P. L. K. & Li, B., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 950-958 9 p. 8658395. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Labels
Learning systems
Labeling
Computer vision
Experiments

Improving student learning performance in a virtual hands-on lab system in cybersecurity education

Zeng, Z., Deng, Y., Hsiao, I., Huang, D. & Chung, C. J., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8658855. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

learning performance
Education
Students
learning
education
1 Citation (Scopus)

ImVerde: Vertex-Diminished Random Walk for Learning Imbalanced Network Representation

Wu, J., He, J. & Liu, Y., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 871-880 10 p. 8622603. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Accidents
Sampling
Air traffic control
Electric network analysis
Labels

Local Partition in Rich Graphs

Freitas, S., Cao, N., Xia, Y., Chau, D. H. P. & Tong, H., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1001-1008 8 p. 8622227. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Motif-Preserving Dynamic Local Graph Cut

Zhou, D., He, J., Davulcu, H. & Maciejewski, R., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1156-1161 6 p. 8622263. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Finance
Stars
Large scale systems
8 Citations (Scopus)

NEMO: Next career move prediction with contextual embedding

Li, L., Yang, J., Jing, H., He, Q., Tong, H. & Chen, B. C., Jan 1 2019, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 505-513 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Personnel
Industry
Macros
Experiments

Personalized Learning in a Virtual Hands-on Lab Platform for Computer Science Education

Deng, Y., Lu, D., Chung, C. J., Huang, D. & Zeng, Z., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8659291. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

computer science
Computer science
Education
Students
learning

Predicting hacker adoption on darkweb forums using sequential rule mining

Marin, E., Almukaynizi, M., Nunes, E., Shakarian, J. & Shakarian, P., Mar 20 2019, Proceedings - 16th IEEE International Symposium on Parallel and Distributed Processing with Applications, 17th IEEE International Conference on Ubiquitous Computing and Communications, 8th IEEE International Conference on Big Data and Cloud Computing, 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018. Chen, J. & Yang, L. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1183-1190 8 p. 8672225. (Proceedings - 16th IEEE International Symposium on Parallel and Distributed Processing with Applications, 17th IEEE International Conference on Ubiquitous Computing and Communications, 8th IEEE International Conference on Big Data and Cloud Computing, 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Experiments

Realtime Robustification of Interdependent Networks under Cascading Attacks

Chen, Z., Tong, H. & Ying, L., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1347-1356 10 p. 8622022. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Critical infrastructures
Large scale systems
Computational complexity
Internet

SDN based Network Function Parallelism in Cloud

Chowdhary, A. & Huang, D., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 486-490 5 p. 8685508. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Software defined networking
Switches
Network function virtualization
13 Citations (Scopus)

Shifu: Deep learning based advisor-advisee relationship mining in scholarly big data

Wang, W., Liu, J., Xia, F., King, I. & Tong, H., Jan 1 2019, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 303-310 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stars
Learning systems
Experiments
Big data
Deep learning

Simulation-based Benders cuts: A new cutting approach to approximately solve simulation-optimization problems

Zhang, M., Matta, A., Alfieri, A. & Pedrielli, G., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2225-2236 12 p. 8632326. (Proceedings - Winter Simulation Conference; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Simulation Optimization
Benders Decomposition
Optimization Problem
Large Solutions
Simulation

Simultaneous Event Localization and Recognition in Surveillance Video

Li, Y., Yu, T. & Li, B., Feb 11 2019, Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance. Institute of Electrical and Electronics Engineers Inc., 8639169. (Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics

Source Free Domain Adaptation Using an Off-the-Shelf Classifier

Nelakurthi, A. R., Maciejewski, R. & He, J., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 140-145 6 p. 8622112. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers
Data mining
Learning systems
Labels
Availability
2 Citations (Scopus)

Spatial knowledge distillation to aid visual reasoning

Aditya, S., Saha, R., Yang, Y. & Baral, C., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 227-235 9 p. 8658731. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Distillation
Masks
Students
Neural networks

Stochastic optimization for feasibility determination: An application to water pump operation in water distribution network

Tsai, Y. A., Pedrielli, G., Mathesen, L., Zabinsky, Z. B., Huang, H., Candelieri, A. & Perego, R., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1945-1956 12 p. 8632513. (Proceedings - Winter Simulation Conference; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Distribution Network
Stochastic Optimization
Electric power distribution
Pump
Pumps

SUPC: SDN enabled Universal Policy Checking in Cloud Network

Chowdhary, A., Alshamrani, A. & Huang, D., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 572-576 5 p. 8685550. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Chemical analysis
Software defined networking
Availability
Monitoring
Compliance

The danger of missing instructions: A systematic analysis of security requirements for MCPS

Lamp, J., Rubio-Medrano, C. E., Zhao, Z. & Ahn, G-J., Feb 21 2019, Proceedings - 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2018. Institute of Electrical and Electronics Engineers Inc., p. 94-99 6 p. (Proceedings - 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer Security
instruction
Delivery of Health Care
Quality of Health Care
Documentation

Understanding and detecting private interactions in underground forums

Sun, Z., Rubio-Medrano, C. E., Zhao, Z., Bao, T., Doupe, A. & Ahn, G-J., Mar 13 2019, CODASPY 2019 - Proceedings of the 9th ACM Conference on Data and Application Security and Privacy. Association for Computing Machinery, Inc, p. 303-314 12 p. (CODASPY 2019 - Proceedings of the 9th ACM Conference on Data and Application Security and Privacy).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
Learning systems
Detectors

Using social media to understand cyber attack behavior

Sliva, A., Shu, K. & Liu, H., Jan 1 2019, Advances in Human Factors, Business Management and Society - Proceedings of the AHFE 2018 International Conference on Human Factors, Business Management and Society, 2018. Springer Verlag, p. 636-645 10 p. (Advances in Intelligent Systems and Computing; vol. 783).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sensors
Experiments
2018
3 Citations (Scopus)

#metoo through the lens of social media

Manikonda, L., Beigi, G., Kambhampati, S. & Liu, H., Jan 1 2018, Social, Cultural, and Behavioral Modeling - 11th International Conference, SBP-BRiMS 2018, Proceedings. Bisgin, H., Thomson, R., Hyder, A. & Dancy, C. (eds.). Springer Verlag, p. 104-110 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10899 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Social Media
Lens
Lenses
Comparative Analysis
Sharing
1 Citation (Scopus)

Achieving fine-grained access control with discretionary user revocation over cloud data

Dong, Q., Huang, D., Luo, J. & Kang, M., Aug 10 2018, 2018 IEEE Conference on Communications and Network Security, CNS 2018. Institute of Electrical and Electronics Engineers Inc., 8433128

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Access control
Cryptography
Servers
Control systems
Momentum
1 Citation (Scopus)

A Copula-Based Multivariate Degradation Analysis for Reliability Prediction

Fang, G., Pan, R. & Hong, Y., Sep 11 2018, 2018 Annual Reliability and Maintainability Symposium, RAMS 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. 8463026

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Copula
Degradation
Prediction
Multivariate Models
Statistical Inference
2 Citations (Scopus)

Active Object Perceiver: Recognition-Guided Policy Learning for Object Searching on Mobile Robots

Ye, X., Lin, Z., Li, H., Zheng, S. & Yang, Y., Dec 27 2018, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2018. Institute of Electrical and Electronics Engineers Inc., p. 6857-6863 7 p. 8593720. (IEEE International Conference on Intelligent Robots and Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Object recognition
Mobile robots
Navigation
Robots
Reinforcement learning

A cyber-physical approach to trustworthy operation of health monitoring systems

Venkatasubramanian, K. K., Banerjee, A., Gupta, S. & Walls, R. J., Jun 26 2018, 2017 IEEE SmartWorld Ubiquitous Intelligence and Computing, Advanced and Trusted Computed, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

health monitoring
monitoring system
Security of data
Health
monitoring
5 Citations (Scopus)

A data driven in-air-handwriting biometric authentication system

Lu, D., Xu, K. & Huang, D., Jan 29 2018, IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 531-537 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

handwriting
biometrics
Biometrics
Authentication
human-computer interface

ADMultiImg: A novel missing modality transfer learning based CAD system for diagnosis of MCI due to AD using incomplete multi-modality imaging data

Liu, X., Chen, K., Wu, T., Weidman, D., Lure, F. & Li, J., Jan 1 2018, Medical Imaging 2018: Computer-Aided Diagnosis. SPIE, Vol. 10575. 105750I

Research output: Chapter in Book/Report/Conference proceedingConference contribution

impairment
computer aided design
learning
Computer aided design
Alzheimer Disease
2 Citations (Scopus)

AIM-SDN: Aacking information mismanagement in SDN-datastores

Dixit, V. H., Doupe, A., Shoshitaishvili, Y., Zhao, Z. & Ahn, G-J., Oct 15 2018, CCS 2018 - Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 664-676 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Network management
Critical infrastructures
Controllers
Cloud computing
Information management

A local algorithm for product return prediction in E-commerce

Zhu, Y., Li, J., He, J., Quanz, B. L. & Deshpande, A. A., Jan 1 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, Vol. 2018-July. p. 3718-3724 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electronic commerce
History
Computational complexity
Processing
Costs
2 Citations (Scopus)

A novel spoofing attack against electroencephalogram-based security systems

Sadeghi, K., Sohankar, J., Banerjee, A. & Gupta, S., Jun 26 2018, 2017 IEEE SmartWorld Ubiquitous Intelligence and Computing, Advanced and Trusted Computed, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electroencephalography
Security systems
Brain
brain
Learning systems
3 Citations (Scopus)

Are existing knowledge transfer techniques effective for deep learning with edge devices?

Sharma, R., Biookaghazadeh, S., Li, B. & Zhao, M., Sep 26 2018, Proceedings - 2018 IEEE International Conference on Edge Computing, EDGE 2018 - Part of the 2018 IEEE World Congress on Services. Institute of Electrical and Electronics Engineers Inc., p. 42-49 8 p. 8473375

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Knowledge Transfer
Students
Artificial intelligence
Learning systems
Artificial Intelligence
2 Citations (Scopus)

A simulation-based benders' cuts generation for the joint workstation, workload and buffer allocation problem

Zhang, M., Matta, A., Alfieri, A. & Pedrielli, G., Jan 12 2018, 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017. IEEE Computer Society, Vol. 2017-August. p. 1067-1072 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Linear programming
Numerical analysis
Trajectories
Decomposition
3 Citations (Scopus)

At-risk system identification via analysis of discussions on the darkweb

Nunes, E., Shakarian, P. & Simari, G. I., Jun 8 2018, Proceedings of the 2018 APWG Symposium on Electronic Crime Research, eCrime 2018. IEEE Computer Society, Vol. 2018-May. p. 1-12 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Identification (control systems)
Learning systems
Classifiers
Logic programming
Knowledge representation
2 Citations (Scopus)

A winners-take-all incentive mechanism for crowd-powered systems

Jiang, P., Wang, W., Ying, L., Zhou, Y. & He, J., Jun 18 2018, Proceedings of NetEcon 2018: The 13th Workshop on the Economics of Networks, Systems, and Computation - In conjunction with ACM SIGMETRICS 2018: The ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems. Association for Computing Machinery, Inc, 3

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data privacy
Cost functions
Big data

Bi-Threshold frequent subgraph mining for Alzheimer disease risk assessment

Gao, F., Li, J., Wu, T., Chen, K., Liu, X., Baxter, L. & Caselli, R. J., Jan 1 2018, Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and Applications. SPIE, Vol. 10579. 105790C

Research output: Chapter in Book/Report/Conference proceedingConference contribution

risk assessment
Risk assessment
Brain
Alzheimer Disease
thresholds

Bug Localization via Supervised Topic Modeling

Wang, Y., Yao, Y., Tong, H., Huo, X., Li, M., Xu, F. & Lu, J., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 607-616 10 p. 8594885. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Computer software maintenance
Information retrieval
Software engineering
Personnel

CacheLight: Defeating the cachekit attack

Gutierrez, M., Zhao, Z., Doupe, A., Shoshitaishvili, Y. & Ahn, G-J., Oct 15 2018, ASHES 2018 - Proceedings of the 2018 Workshop on Attacks and Solutions in Hardware Security, co-located with CCS 2018. Association for Computing Machinery, p. 65-74 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data storage equipment
Inspection
Hardware
Malware
Hardware security
2 Citations (Scopus)

Challenges, opportunities and a framework for web environment forensics

Mabey, M., Doupe, A., Zhao, Z. & Ahn, G-J., Jan 1 2018, Advances in Digital Forensics XIV - 14th IFIP WG 11.9 International Conference, 2018. Peterson, G. & Shenoi, S. (eds.). Springer New York LLC, p. 11-33 23 p. (IFIP Advances in Information and Communication Technology; vol. 532).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

World Wide Web
Digital forensics
1 Citation (Scopus)

Challenges and preparedness of SDN-based firewalls

Dixit, V. H., Kyung, S., Zhao, Z., Doupe, A., Shoshitaishvili, Y. & Ahn, G-J., Mar 14 2018, SDN-NFVSec 2018 - Proceedings of the 2018 ACM International Workshop on Security in Software Defined Networks and Network Function Virtualization, Co-located with CODASPY 2018. Association for Computing Machinery, Inc, Vol. 2018-January. p. 33-38 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cost effectiveness
Scalability
Controllers
Industry
1 Citation (Scopus)

Combining knowledge and reasoning through probabilistic soft logic for image puzzle solving

Aditya, S., Yang, Y., Baral, C. & Aloimonos, Y., Jan 1 2018, 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018. Globerson, A., Globerson, A. & Silva, R. (eds.). Association For Uncertainty in Artificial Intelligence (AUAI), Vol. 1. p. 238-248 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Object detection
Uncertainty
1 Citation (Scopus)

Community finding of malware and exploit vendors on darkweb marketplaces

Marin, E., Almukaynizi, M., Nunes, E. & Shakarian, P., May 25 2018, Proceedings - 2018 1st International Conference on Data Intelligence and Security, ICDIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 81-84 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric network analysis
Learning systems
Sales
Communication
Malware
1 Citation (Scopus)

Condition-based Real-time Production Control for Smart Manufacturing Systems

Wang, F., Lu, Y. & Ju, F., Dec 4 2018, 2018 IEEE 14th International Conference on Automation Science and Engineering, CASE 2018. IEEE Computer Society, Vol. 2018-August. p. 1052-1057 6 p. 8560389

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Production control
Degradation
Condition monitoring
Markov processes
Processing
2 Citations (Scopus)

Convex dictionary learning for single image super-resolution

Ding, P. L. K., Li, B. & Chang, K., Feb 20 2018, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 4058-4062 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Glossaries
Atoms
Learning algorithms