Cybersecurity and Digital Forensics, Center for (CDF)

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  • 2020

    The 5th International Workshop on Mining Actionable Insights from Social Networks (MAISoN 2020): Special Edition on Dis/Misinformation Mining from Social media

    Bagheri, E., Liu, H., Shu, K. & Zarrinkalam, F., Oct 19 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 3527-3528 2 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • The emerging landscape of explainable automated planning & decision making

    Chakraborti, T., Sreedharan, S. & Kambhampati, S., 2020, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 4803-4811 9 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2021-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    85 Scopus citations

  • Toward A Multilingual and Multimodal Data Repository for COVID-19 Disinformation

    Li, Y., Jiang, B., Shu, K. & Liu, H., Dec 10 2020, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4325-4330 6 p. 9378472. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    15 Scopus citations

  • Tracking disaster footprints with social streaming data

    Cheng, L., Li, J., Candan, K. S. & Liu, H., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 370-377 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    3 Scopus citations

  • Unsupervised Cyberbullying Detection via Time-Informed Gaussian Mixture Model

    Cheng, L., Shu, K., Wu, S., Silva, Y. N., Hall, D. L. & Liu, H., Oct 19 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 185-194 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    22 Scopus citations

  • You shall not pass: Mitigating SQL Injection Attacks on Legacy Web Applications

    Jahanshahi, R., Doupé, A. & Egele, M., Oct 5 2020, Proceedings of the 15th ACM Asia Conference on Computer and Communications Security, ASIA CCS 2020. Association for Computing Machinery, Inc, p. 445-457 13 p. (Proceedings of the 15th ACM Asia Conference on Computer and Communications Security, ASIA CCS 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    26 Scopus citations
  • 2019

    (When) can ai bots lie?

    Chakraborti, T. & Kambhampati, S., Jan 27 2019, AIES 2019 - Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society. Association for Computing Machinery, Inc, p. 53-59 7 p. (AIES 2019 - Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    24 Scopus citations

  • #suicidal - A multipronged approach to identify and explore suicidal ideation in twitter

    Sinha, P. P., Mahata, D., Mishra, R., Shah, R. R., Sawhney, R. & Liu, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 941-950 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    60 Scopus citations

  • 5 sources of clickbaits you should know! Using synthetic clickbaits to improve prediction and distinguish between bot-generated and human-written headlines

    Le, T., Shu, K., Molina, M. D., Lee, D., Shyam Sundar, S. & Liu, H., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 33-40 8 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    5 Scopus citations

  • Abductive causal reasoning for internet of things

    Raglin, A., Venkateswaran, A. & Liu, H., Aug 2019, Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. Institute of Electrical and Electronics Engineers Inc., p. 1866-1869 4 p. 9060242. (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • 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 proceeding › Conference contribution

    16 Scopus citations

  • Adaptive unsupervised feature selection on attributed networks

    Li, J., Guo, R., Liu, C. & Liu, H., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 92-100 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    31 Scopus citations

  • An integral tag recommendation model for textual content

    Tang, S., Yao, Y., Zhang, S., Xu, F., Gu, T., Tong, H., Yan, X. & Lu, J., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. AAAI press, p. 5109-5116 8 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    19 Scopus citations

  • A novel symbolic aggregate approximation for time series

    Yu, Y., Zhu, Y., Wan, D., Liu, H. & Zhao, Q., 2019, Proceedings of the 13th International Conference on Ubiquitous Information Management and Communication, IMCOM 2019. Ismail, R., Choo, H. & Lee, S. (eds.). Springer Verlag, p. 805-822 18 p. (Advances in Intelligent Systems and Computing; vol. 935).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    26 Scopus citations

  • 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 proceeding › Conference contribution

    6 Scopus citations

  • A unified framework for planning in adversarial and cooperative environments

    Kulkarni, A., Srivastava, S. & Kambhampati, S., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. AAAI press, p. 2479-2487 9 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    42 Scopus citations

  • Beyond word2vec: Distance-graph tensor factorization for word and document embeddings

    Wang, S., Aggarwal, C. & Liu, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1041-1050 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations

  • Bigscholar 2019: The 6th workshop on big scholarly data

    Xia, F., King, I., Liu, H. & Wang, K., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 3003-3004 2 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • BinTrimmer: Towards static binary debloating through abstract interpretation

    Redini, N., Wang, R., Machiry, A., Shoshitaishvili, Y., Vigna, G. & Kruegel, C., 2019, Detection of Intrusions and Malware, and Vulnerability Assessment - 16th International Conference, DIMVA 2019, Proceedings. Perdisci, R., Perdisci, R., Maurice, C., Giacinto, G. & Almgren, M. (eds.). Springer Verlag, p. 482-501 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11543 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    28 Scopus citations

  • Bootkeeper: Validating software integrity properties on boot firmware images

    Chevalier, R., Cristalli, S., Hauser, C., Shoshitaishvili, Y., Wang, R., Kruegel, C., Vigna, G., Bruschi, D. & Lanzi, A., Mar 13 2019, CODASPY 2019 - Proceedings of the 9th ACM Conference on Data and Application Security and Privacy. Association for Computing Machinery, Inc, p. 315-325 11 p. (CODASPY 2019 - Proceedings of the 9th ACM Conference on Data and Application Security and Privacy).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    2 Scopus citations

  • Bot detection: Will focusing on recall cause overall performance deterioration?

    H. Nazer, T., Davis, M., Karami, M., Akoglu, L., Koelle, D. & Liu, H., 2019, Social, Cultural, and Behavioral Modeling - 12th International Conference, SBP-BRiMS 2019, Proceedings. Thomson, R., Bisgin, H., Dancy, C. & Hyder, A. (eds.). Springer Verlag, p. 39-49 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11549 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • Clone Swarms: Learning to Predict and Control Multi-Robot Systems by Imitation

    Zhou, S., Phielipp, M. J., Sefair, J. A., Walker, S. I. & Amor, H. B., Nov 2019, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019. Institute of Electrical and Electronics Engineers Inc., p. 4092-4099 8 p. 8967824. (IEEE International Conference on Intelligent Robots and Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    12 Scopus citations

  • Commit message generation for source code changes

    Xu, S., Yao, Y., Xu, F., Gu, T., Tong, H. & Lu, J., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 3975-3981 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    81 Scopus citations

  • Debunking rumors in social networks: A timely approach

    Wu, L. & Liu, H., Jun 26 2019, WebSci 2019 - Proceedings of the 11th ACM Conference on Web Science. Association for Computing Machinery, Inc, p. 323-331 9 p. (WebSci 2019 - Proceedings of the 11th ACM Conference on Web Science).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1 Scopus citations

  • Deep anomaly detection on attributed networks

    Ding, K., Li, J., Bhanushali, R. & Liu, H., 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 594-602 9 p. (SIAM International Conference on Data Mining, SDM 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    380 Scopus citations

  • Deep multimodality model for multi-task multi-view learning

    Zheng, L., Cheng, Y. & He, J., 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 10-16 7 p. (SIAM International Conference on Data Mining, SDM 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    13 Scopus citations

  • Deep multi-task learning with adversarial-and-cooperative nets

    Yang, P., Tan, Q., Ye, J., Tong, H. & He, J., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 4078-4084 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    7 Scopus citations

  • Deep reinforcement learning-based text anonymization against private-attribute inference

    Mosallanezhad, A., Beigi, G. & Liu, H., 2019, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 2360-2369 10 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    33 Scopus citations

  • dEFEND: A system for explainable fake news detection

    Cui, L., Shu, K., Wang, S., Lee, D. & Liu, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2961-2964 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    41 Scopus citations

  • Defend: Explainable fake news detection

    Shu, K., Cui, L., Wang, S., Lee, D. & Liu, H., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 395-405 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    504 Scopus citations

  • Effective Team Interaction for Adaptive Training and Situation Awareness in Human-Autonomy Teaming

    Demir, M., McNeese, N. J., Johnson, C., Gorman, J. C., Grimm, D. & Cooke, N., Apr 2019, Proceedings - 2019 IEEE Conference on Cognitive and Computational Aspects of Situation Management, CogSIMA 2019. Rogova, G. L., McGeorge, N., Gundersen, O. E., Rein, K. & Freiman, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 122-126 5 p. 8724202. (Proceedings - 2019 IEEE Conference on Cognitive and Computational Aspects of Situation Management, CogSIMA 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    17 Scopus citations

  • Everyone is different: Client-side diversification for defending against extension fingerprinting

    Trickel, E., Starov, O., Kapravelos, A., Nikiforakis, N. & Doupé, A., 2019, Proceedings of the 28th USENIX Security Symposium. USENIX Association, p. 1679-1696 18 p. (Proceedings of the 28th USENIX Security Symposium).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    33 Scopus citations

  • Explicability? legibility? predictability? transparency? privacy? security? The emerging landscape of interpretable agent behavior

    Chakraborti, T., Kulkarni, A., Sreedharan, S., Smith, D. E. & Kambhampati, S., 2019, Proceedings of the 29th International Conference on Automated Planning and Scheduling, ICAPS 2019. Benton, J., Lipovetzky, N., Onaindia, E., Smith, D. E. & Srivastava, S. (eds.). Association for the Advancement of Artificial Intelligence, p. 86-96 11 p. (Proceedings International Conference on Automated Planning and Scheduling, ICAPS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    99 Scopus citations

  • ExSol: Collaboratively assessing cybersecurity risks for protecting energy delivery systems

    Lamp, J., Rubio-Medrano, C. E., Zhao, Z. & Ahn, G. J., Apr 2019, 7th Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, MSCPES 2019 - Held as part of CPS Week, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8738791. (7th Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, MSCPES 2019 - Held as part of CPS Week, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Fake News: Fundamental theories, detection strategies and challenges

    Zhou, X., Zafarani, R., Shu, K. & Liu, H., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 836-837 2 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    203 Scopus citations

  • Fake news research: Theories, detection strategies, and open problems

    Zafarani, R., Zhou, X., Shu, K. & Liu, H., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3207-3208 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    53 Scopus citations

  • FMHash: Deep Hashing of In-Air-Handwriting for User Identification

    Lu, D., Huang, D. & Rai, A., May 2019, 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8761508. (IEEE International Conference on Communications; vol. 2019-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Scopus citations

  • General Sum Markov Games for Strategic Detection of Advanced Persistent Threats Using Moving Target Defense in Cloud Networks

    Sengupta, S., Chowdhary, A., Huang, D. & Kambhampati, S., 2019, Decision and Game Theory for Security - 10th International Conference, GameSec 2019, Proceedings. Alpcan, T., Vorobeychik, Y., Baras, J. S. & Dán, G. (eds.). Springer, p. 492-512 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11836 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    30 Scopus citations

  • G-Finder: Approximate Attributed Subgraph Matching

    Liu, L., Du, B., Xu, J. & Tong, H., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 513-522 10 p. 9006525. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    30 Scopus citations

  • Guaranteed vehicle safety control using control-dependent barrier functions

    Huang, Y., Yong, S. Z. & Chen, Y., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 983-988 6 p. 8814761. (Proceedings of the American Control Conference; vol. 2019-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Scopus citations

  • Hashtag recommendation for photo sharing services

    Zhang, S., Yao, Y., Xu, F., Tong, H., Yan, X. & Lu, J., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. AAAI press, p. 5805-5812 8 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    35 Scopus citations

  • Interactive anomaly detection on attributed networks

    Ding, K., Li, J. & Liu, H., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 357-365 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    123 Scopus citations

  • Interspot: Interactive spammer detection in social media

    Ding, K., Li, J., Dhar, S., Devan, S. & Liu, H., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 6509-6511 3 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    6 Scopus citations

  • Knowledge Graph based Learning Guidance for Cybersecurity Hands-on Labs

    Deng, Y., Lu, D., Huang, D., Chung, C. J. & Lin, F., May 9 2019, CompEd 2019 - Proceedings of the ACM Conference on Global Computing Education. Association for Computing Machinery, Inc, p. 194-200 7 p. (CompEd 2019 - Proceedings of the ACM Conference on Global Computing Education).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    28 Scopus citations

  • Matched and mismatched SOCs: A qualitative study on security operations center issues

    Kokulu, F. B., Shoshitaishvili, Y., Soneji, A., Zhao, Z., Ahn, G. J., Bao, T. & Doupé, A., Nov 6 2019, CCS 2019 - Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 1955-1970 16 p. (Proceedings of the ACM Conference on Computer and Communications Security).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    78 Scopus citations

  • Model-free model reconciliation

    Sreedharan, S., Hernandez, A. O., Mishra, A. P. & Kambhampati, S., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 587-594 8 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    21 Scopus citations

  • MTDeep: Boosting the Security of Deep Neural Nets Against Adversarial Attacks with Moving Target Defense

    Sengupta, S., Chakraborti, T. & Kambhampati, S., 2019, Decision and Game Theory for Security - 10th International Conference, GameSec 2019, Proceedings. Alpcan, T., Vorobeychik, Y., Baras, J. S. & Dán, G. (eds.). Springer, p. 479-491 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11836 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    22 Scopus citations

  • Multi-level network embedding with boosted low-rank matrix approximation

    Li, J., Wu, L., Guo, R., Liu, C. & Liu, H., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 49-56 8 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    31 Scopus citations

  • NetDyna: Mining Networked Coevolving Time Series with Missing Values

    Hairi, Tong, H. & Ying, L., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 503-512 10 p. 9005698. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Optimization-Based Approaches for Affine Abstraction and Model Discrimination of Uncertain Nonlinear Systems

    Jin, Z., Shen, Q. & Yong, S. Z., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 7976-7981 6 p. 9029941. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Scopus citations