Department of Software and Information Systems Engineering

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  • 2022

    FEPC: Fairness Estimation Using Prototypes and Critics for Tabular Data

    Giloni, A., Grolman, E., Elovici, Y. & Shabtai, A., 1 Jan 2022, 2022 26th International Conference on Pattern Recognition, ICPR 2022. Institute of Electrical and Electronics Engineers, p. 4877-4884 8 p. (Proceedings - International Conference on Pattern Recognition; vol. 2022-August).

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

    1 Scopus citations

  • Few-Shot Tabular Data Enrichment Using Fine-Tuned Transformer Architectures

    Harari, A. & Katz, G., 1 Jan 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 1577-1591 15 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

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

    6 Scopus citations

  • Free speech or Free Hate Speech? Analyzing the Proliferation of Hate Speech in Parler

    Israeli, A. & Tsur, O., 1 Jan 2022, WOAH 2022 - 6th Workshop on Online Abuse and Harms, Proceedings of the Workshop. Narang, K., Davani, A. M., Mathias, L., Vidgen, B. & Talat, Z. (eds.). Association for Computational Linguistics (ACL), p. 109-121 13 p. (WOAH 2022 - 6th Workshop on Online Abuse and Harms, Proceedings of the Workshop).

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

    6 Scopus citations

  • Generalized Longest Path Problems

    Dahan, G., Tabib, I., Shimony, E. S. & Felner, A., 17 Jul 2022, Proceedings of the Fifteenth International Symposium on Combinatorial Search, SOCS 2022, Vienna, Austria, July 21-23, 2022. Chrpa, L. & Saetti, A. (eds.). 1 ed. AAAI press, Vol. 15. p. 56-64 9 p.

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

  • Generating Recommendations with Post-Hoc Explanations for Citizen Science

    Zaken, D. B., Segal, A., Cavalier, D., Shani, G. & Gal, K., 7 Apr 2022, UMAP2022 - Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 69-78 10 p. (UMAP2022 - Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization).

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

    4 Scopus citations

  • GPU-FAN: Leaking Sensitive Data from Air-Gapped Machines via Covert Noise from GPU Fans

    Guri, M., 1 Jan 2022, Secure IT Systems - 27th Nordic Conference, NordSec 2022, Proceedings. Reiser, H. P. & Kyas, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 194-211 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13700 LNCS).

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

    3 Scopus citations

  • Guided Derivation of Conceptual Models from User Stories: A Controlled Experiment

    Bragilovski, M., Dalpiaz, F. & Sturm, A., 1 Jan 2022, Requirements Engineering: Foundation for Software Quality - 28th International Working Conference, Proceedings. Gervasi, V. & Vogelsang, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 131-147 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13216 LNCS).

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

    8 Scopus citations

  • HammerScope: Observing DRAM Power Consumption Using Rowhammer

    Cohen, Y., Tharayil, K. S., Haenel, A., Genkin, D., Keromytis, A. D., Oren, Y. & Yarom, Y., 7 Nov 2022, CCS 2022 - Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 547-561 15 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

    22 Scopus citations

  • HateVersarial: Adversarial Attack Against Hate Speech Detection Algorithms on Twitter

    Grolman, E., Binyamini, H., Shabtai, A., Elovici, Y., Morikawa, I. & Shimizu, T., 7 Apr 2022, UMAP2022 - Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 143-152 10 p. (UMAP2022 - Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization).

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

    8 Scopus citations

  • Improving Prediction Models’ Propriety in Intensive-Care Unit, by Enforcing an Advance Notice Period

    Hermelin, T., Singer, P. & Rappoport, N., 9 Jul 2022, Artificial Intelligence in Medicine - 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Proceedings. Michalowski, M., Abidi, S. S. R. & Abidi, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 167-177 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13263 LNAI).

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

  • Inferring Event Causality in Films via Common Knowledge Corpora.

    Aidlin, B., Shmilovici, A. & Last, M., 21 Sep 2022, Computational Collective Intelligence ICCCI 2022. Nguyen, N. T. & Manolopoulos, Y. (eds.). Cham: Springer, p. 3-15 13 p. (Lecture Notes in Computer Science; vol. 13501).

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

  • Investigating the Value of Subtitles for Improved Movie Recommendations

    Eden, S., Livne, A., Sar Shalom, O., Shapira, B. & Jannach, D., 7 Apr 2022, UMAP2022 - Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 99-109 11 p. (UMAP2022 - Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization).

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

    4 Scopus citations

  • JTrans: Jump-aware transformer for binary code similarity detection

    Wang, H., Qu, W., Katz, G., Zhu, W., Gao, Z., Qiu, H., Zhuge, J. & Zhang, C., 18 Jul 2022, ISSTA 2022 - Proceedings of the 31st ACM SIGSOFT International Symposium on Software Testing and Analysis. Ryu, S. & Smaragdakis, Y. (eds.). Association for Computing Machinery, Inc, p. 1-13 13 p. (ISSTA 2022 - Proceedings of the 31st ACM SIGSOFT International Symposium on Software Testing and Analysis).

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

    79 Scopus citations

  • Lamphone: Passive Sound Recovery from a Desk Lamp's Light Bulb Vibrations

    Nassi, B., Pirutin, Y., Swissa, R., Shamir, A., Elovici, Y. & Zadov, B., 1 Jan 2022, Proceedings of the 31st USENIX Security Symposium, Security 2022. USENIX Association, p. 4401-4417 17 p. (Proceedings of the 31st USENIX Security Symposium, Security 2022).

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

    12 Scopus citations

  • Learning Centrality by Learning to Route

    Bachar, L., Elyashar, A. & Puzis, R., 1 Jan 2022, Complex Networks and Their Applications X - Proceedings of the 10th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021. Benito, R. M., Cherifi, C., Cherifi, H., Moro, E., Rocha, L. M. & Sales-Pardo, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 247-259 13 p. (Studies in Computational Intelligence; vol. 1015).

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

    2 Scopus citations

  • Learning Probably Approximately Complete and Safe Action Models for StochasticWorlds

    Juba, B. & Stern, R., 30 Jun 2022, AAAI-22 Technical Tracks 9. Association for the Advancement of Artificial Intelligence, p. 9795-9804 10 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

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

    Open Access
    10 Scopus citations

  • LeveragingWorld events to predict e-commerce consumer demand under anomaly

    Kalifa, D., Singer, U., Guy, I., Rosin, G. D. & Radinsky, K., 11 Feb 2022, WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 430-438 9 p. (WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining).

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

    Open Access
    3 Scopus citations

  • Lot or Not: Identifying Multi-Quantity Offerings in E-Commerce

    Lavee, G. & Guy, I., 1 Jan 2022, ECNLP 2022 - 5th Workshop on e-Commerce and NLP, Proceedings of the Workshop. Malmasi, S., Rokhlenko, O., Ueffing, N., Guy, I., Agichtein, E. & Kallumadi, S. (eds.). Association for Computational Linguistics (ACL), p. 250-262 13 p. (ECNLP 2022 - 5th Workshop on e-Commerce and NLP, Proceedings of the Workshop).

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

    1 Scopus citations

  • Model-Based Diagnosis of Multi-Agent Systems: A Survey

    Kalech, M. & Natan, A., 30 Jun 2022, IAAI-22, EAAI-22, AAAI-22 Special Programs and Special Track, Student Papers and Demonstrations. Association for the Advancement of Artificial Intelligence, p. 12334-12341 8 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

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

    10 Scopus citations

  • Modeling Context-aware Systems: A Conceptualized Framework

    Elyasaf, A. & Sturm, A., 1 Jan 2022, MODELSWARD 2022 - Proceedings of the 10th International Conference on Model-Driven Engineering and Software Development. Seidewitz, E. (ed.). Science and Technology Publications, Lda, p. 26-35 10 p. (International Conference on Model-Driven Engineering and Software Development).

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

    Open Access
    3 Scopus citations

  • Multi-Dimensional Laboratory Test Score as a Proxy for Health

    Ezra, B. H., Havaldar, S., Glicksberg, B. & Rappoport, N., 25 May 2022, Challenges of Trustable AI and Added-Value on Health - Proceedings of MIE 2022. Seroussi, B., Weber, P., Dhombres, F., Grouin, C., Liebe, J.-D., Liebe, J.-D., Liebe, J.-D., Pelayo, S., Pinna, A., Rance, B., Rance, B., Sacchi, L., Ugon, A., Ugon, A., Benis, A. & Gallos, P. (eds.). IOS Press BV, p. 219-223 5 p. (Studies in Health Technology and Informatics; vol. 294).

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

    Open Access

  • Multilingual Detection of Personal Employment Status on Twitter

    Tonneau, M., Adjodah, D., Palotti, J., Grinberg, N. & Fraiberger, S., 1 Jan 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 6564-6587 24 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

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

    7 Scopus citations

  • MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks

    Hoernle, N., Karampatsis, R. M., Belle, V. & Gal, K., 30 Jun 2022, AAAI-22 Technical Tracks 5. Association for the Advancement of Artificial Intelligence, p. 5700-5709 10 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

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

    46 Scopus citations

  • Near Field Air-Gap Covert Channel Attack

    Guri, M., 1 Jan 2022, Proceedings - 2022 IEEE 21st International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2022. Institute of Electrical and Electronics Engineers, p. 490-497 8 p. (Proceedings - 2022 IEEE 21st International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2022).

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

    4 Scopus citations

  • Online Multi-Agent Path Finding: New Results.

    Morag, J., Felner, A., Stern, R., Atzmon, D. & Boyarski, E., 17 Jul 2022, Proceedings of the Fifteenth International Symposium on Combinatorial Search (SoCS2022)229. p. 229-233 5 p.

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

  • On the Hardness of Category Tree Construction

    Gershtein, S., Avron, U., Guy, I., Milo, T. & Novgorodov, S., 1 Mar 2022, 25th International Conference on Database Theory, ICDT 2022. Olteanu, D. & Vortmeier, N. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 4. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 220).

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

  • Optimally Solving the Multiple Watchman Route Problem with Heuristic Search (Extended Abstract).

    Livne, Y., Atzmon, D., Skyler, S., Boyarski, E., Shapiro, A. & Felner, A., 17 Jul 2022, Fifteenth International Symposium on Combinatorial Search - SOCS. p. 302-304 3 p.

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

  • Optimizing Representations and Policies for Question Sequencing using Reinforcement Learning

    Azhar, A. Z., Segal, A. & Gal, K., 1 Jan 2022, Proceedings of the 15th International Conference on Educational Data Mining, EDM 2022. International Educational Data Mining Society, (Proceedings of the 15th International Conference on Educational Data Mining, EDM 2022).

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

    3 Scopus citations

  • PanoptiCANs - Adversary-Resilient Architectures for Controller Area Networks

    Groza, B., Popa, L., Andreica, T., Murvay, P. S., Shabtai, A. & Elovici, Y., 1 Jan 2022, Computer Security – ESORICS 2022 - 27th European Symposium on Research in Computer Security, Proceedings. Atluri, V., Di Pietro, R., Jensen, C. D. & Meng, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 658-679 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13556 LNCS).

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

  • Port Contention Goes Portable: Port Contention Side Channels in Web Browsers. Port Contention Side Channels in Web Browsers

    Rokicki, T., Maurice, C., Botvinnik, M. & Oren, Y., 30 May 2022, AsiaCCS. Association for Computing Machinery, Inc, p. 1182-1194 13 p. (ASIA CCS 2022 - Proceedings of the 2022 ACM Asia Conference on Computer and Communications Security).

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

    11 Scopus citations

  • Prioritizing Antivirus Alerts on Internal Enterprise Machines.

    Sakazi, S., Elovici, Y. & Shabtai, A., 24 Jun 2022, Detection of Intrusions and Malware, and Vulnerability Assessment - 19th International Conference, DIMVA 2022, Proceedings. Cavallaro, L., Gruss, D., Pellegrino, G. & Giacinto, G. (eds.). Springer Cham, p. 75-95 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13358 LNCS).

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

    1 Scopus citations

  • Prioritizing UI Items for Bidirectional Design System Development: A Suggested Set of Criteria and its Implementation

    Goldenberg, Y. & Tractinsky, N., 28 Apr 2022, CHI 2022 - Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 340. (Conference on Human Factors in Computing Systems - Proceedings).

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

    8 Scopus citations

  • Q-Ball: Modeling Basketball Games Using Deep Reinforcement Learning

    Yanai, C., Solomon, A., Katz, G., Shapira, B. & Rokach, L., 30 Jun 2022, AAAI-22 Technical Tracks 8. Association for the Advancement of Artificial Intelligence, p. 8806-8813 8 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

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

    7 Scopus citations

  • SATAn: Air-Gap Exfiltration Attack via Radio Signals From SATA Cables

    Guri, M., 1 Jan 2022, 2022 19th Annual International Conference on Privacy, Security and Trust, PST 2022. Institute of Electrical and Electronics Engineers, (2022 19th Annual International Conference on Privacy, Security and Trust, PST 2022).

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

    Open Access
    4 Scopus citations

  • Scenario-assisted Deep Reinforcement Learning

    Yerushalmi, R., Amir, G., Elyasaf, A., Harel, D., Katz, G. & Marron, A., 1 Jan 2022, MODELSWARD 2022 - Proceedings of the 10th International Conference on Model-Driven Engineering and Software Development. Seidewitz, E. (ed.). Science and Technology Publications, Lda, p. 310-319 10 p. (International Conference on Model-Driven Engineering and Software Development).

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

    Open Access
    5 Scopus citations

  • Sequential modeling with multiple attributes forwatchlist recommendation in e-commerce

    Singer, U., Roitman, H., Eshel, Y., Nus, A., Guy, I., Levi, O., Hasson, I. & Kiperwasser, E., 11 Feb 2022, WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 937-946 10 p. (WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining).

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

    Open Access
    21 Scopus citations

  • Shmoodle: Communication through Collaborative Drawing with an Emotionally Controlled Color Palette

    Sagie, A. & Rinott, M., 20 Jun 2022, C and C 2022 - Proceedings of the 14th Creativity and Cognition 2022. Association for Computing Machinery, p. 532-535 4 p. (ACM International Conference Proceeding Series).

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

  • STEM: Unsupervised STructural EMbedding for Stance Detection

    Pick, R. K., Kozhukhov, V., Vilenchik, D. & Tsur, O., 28 Jun 2022, AAAI-22 Technical Tracks 10. Association for the Advancement of Artificial Intelligence, p. 11174-11182 9 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

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

    9 Scopus citations

  • This Must Be the Place: Predicting Engagement of Online Communities in a Large-scale Distributed Campaign

    Israeli, A., Kremiansky, A. & Tsur, O., 25 Apr 2022, WWW - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, Inc, p. 1673-1684 12 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

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

    2 Scopus citations
    20 Downloads (Pure)

  • Time, Memory and Accuracy Tradeoffs in Side-Channel Trace Profiling.

    Hayoon, H. & Oren, Y., 23 Jun 2022, Cyber Security, Cryptology, and Machine Learning - 6th International Symposium, CSCML 2022, Proceedings. Dolev, S., Meisels, A. & Katz, J. (eds.). Springer Cham, p. 29-46 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13301 LNCS).

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

  • Time masking for temporal language models

    Rosin, G. D., Guy, I. & Radinsky, K., 11 Feb 2022, WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 833-841 9 p. (WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining).

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

    Open Access
    51 Scopus citations

  • Transfer Learning for Time Series Classification Using Synthetic Data Generation

    Rotem, Y., Shimoni, N., Rokach, L. & Shapira, B., 1 Jan 2022, Cyber Security, Cryptology, and Machine Learning - 6th International Symposium, CSCML 2022, Proceedings. Dolev, S., Meisels, A. & Katz, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 232-246 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13301 LNCS).

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

    8 Scopus citations

  • Welfare vs. Representation in Participatory Budgeting

    Fairstein, R., Vilenchik, D., Meir, R. & Gal, K., 1 Jan 2022, International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 409-417 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 1).

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

    10 Scopus citations

  • When to Commit to an Action in Online Planning and Search.

    Gu, T., Ruml, W., Shperberg, S. S., Shimony, E. S. & Karpas, E., 17 Jul 2022, SoCS : Proceedings of the International Symposium on Combinatorial Search. 1 ed. Vol. 15. p. 83-90 8 p.

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

  • WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models

    Bitton, Y., Bitton-Guetta, N., Yosef, R., Elovici, Y., Bansal, M., Stanovsky, G. & Schwartz, R., 1 Jan 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

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

    9 Scopus citations
  • 2021

    A Framework for Modeling Cyber Attack Techniques from Security Vulnerability Descriptions

    Binyamini, H., Bitton, R., Inokuchi, M., Yagyu, T., Elovici, Y. & Shabtai, A., 14 Aug 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2574-2583 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

    13 Scopus citations

  • Analysing the Adversarial Landscape of Binary Stochastic Networks

    Tan, Y. X. M., Elovici, Y. & Binder, A., 1 Jan 2021, Information Science and Applications - Proceedings of ICISA 2020. Kim, H., Kim, K. J. & Park, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 143-155 13 p. (Lecture Notes in Electrical Engineering; vol. 739 LNEE).

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

  • An Image is Worth a Thousand Terms Analysis of Visual E-Commerce Search

    Dagan, A., Guy, I. & Novgorodov, S., 11 Jul 2021, SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 102-112 11 p. 3462950. (SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

    11 Scopus citations

  • Approximating Aggregated SQL Queries with LSTM Networks

    Regev, N., Rokach, L. & Shabtai, A., 20 Sep 2021, IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers, (Proceedings of the International Joint Conference on Neural Networks; vol. 2021-July).

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

    2 Scopus citations

  • BEIRUT: Repository Mining for Defect Prediction

    Elmishali, A., Sotto-Mayor, B., Roshanski, I., Sultan, A. & Kalech, M., 1 Jan 2021, Proceedings - 2021 IEEE 32nd International Symposium on Software Reliability Engineering, ISSRE 2021. Jin, Z., Li, X., Xiang, J., Mariani, L., Liu, T., Yu, X. & Ivaki, N. (eds.). Institute of Electrical and Electronics Engineers, p. 47-56 10 p. (Proceedings - International Symposium on Software Reliability Engineering, ISSRE; vol. 2021-October).

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

    2 Scopus citations