Department of Software and Information Systems Engineering

Research output

Research output per year 1969 2012 2013 2014 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 63373 Citations
• 103 h-index
• 1076 Article
• 1033 Conference contribution
• 127 Chapter
• 107 Conference article
• 382 More
  • 91 Preprint
  • 82 Paper
  • 48 Book
  • 42 Editorial
  • 35 Review article
  • 24 Patent
  • 19 Comment/debate
  • 9 Meeting Abstract
  • 7 Foreword/postscript
  • 6 Letter
  • 5 Report
  • 5 Entry for encyclopedia/dictionary
  • 3 Software
  • 1 Anthology
  • 1 Poster
  • 1 Short survey
  • 1 Special Issue
  • 1 Other contribution
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2024

  Secure Crowdsource-Based Open-Source Code Verification (SC)²V

  Nahum, M., Grolman, E., Maimon, I., Mimran, D., Brodt, O., Elyashar, A., Elovici, Y. & Shabtai, A., 8 Apr 2024, 39th Annual ACM Symposium on Applied Computing, SAC 2024. Association for Computing Machinery, p. 1536-1538 3 p. (Proceedings of the ACM Symposium on Applied Computing).

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

  • Crowdsourcing 100%
  • Open Source Code 100%
  • Code Verification 100%
  • Open Source Software 100%
  • Source Code 60%

• Simultaneous Transmission and Null Space Tracking Using Interference Feedback for Spatial Division Multiple Access

  Zanyovka, S. & Shabtai, A., 1 Jan 2024, 20th International Wireless Communications and Mobile Computing Conference, IWCMC 2024. Institute of Electrical and Electronics Engineers, p. 811-817 7 p. (20th International Wireless Communications and Mobile Computing Conference, IWCMC 2024).

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

  • Null Space 100%
  • Multiple Access 100%
  • Primary User 100%
  • Simultaneous Transmission 100%
  • Secondary User 85%

• SMART: Serverless Module Analysis and Recognition Technique for Managed Applications

  Ashkenazi, A., Grolman, E., Elyashar, A., Mimran, D., Brodt, O., Elovici, Y. & Shabtai, A., 1 Jan 2024, Proceedings - 2024 IEEE 24th International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2024. Institute of Electrical and Electronics Engineers, p. 442-452 11 p. (Proceedings - 2024 IEEE 24th International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2024).

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

  • Incident Response 100%
  • Centrality Metric 100%
  • Omega Index 66%
  • Label Propagation Algorithm 66%
  • Application Codes 66%

• STFL: Utilizing a Semi-Supervised, Transfer-Learning, Federated-Learning Approach to Detect Phishing URL Attacks

  Sakazi, I., Grolman, E., Elovici, Y. & Shabtai, A., 1 Jan 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers, (Proceedings of the International Joint Conference on Neural Networks).

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

  • Phishing URLs 100%
  • Semi-supervised Transfer Learning 100%
  • URL phishing 25%
  • Phishing Detection 25%
  • Centralized Learning 25%

• Supporting the Episodic Application of Clinical Guidelines over Significant Time Periods

  Ben Shahar, B., Shahar, Y., Jaffe, S., Cohen, O., Shalom, E., Selivanova, M., Rimon, E. & Goldstein, A., 22 Aug 2024, Digital Health and Informatics Innovations for Sustainable Health Care Systems - Proceedings of MIE 2024. Mantas, J., Hasman, A., Demiris, G., Saranto, K., Marschollek, M., Arvanitis, T. N., Ognjanovic, I., Benis, A., Gallos, P., Zoulias, E. & Andrikopoulou, E. (eds.). IOS Press BV, p. 1873-1877 5 p. (Studies in Health Technology and Informatics; vol. 316).

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

  Open Access

  • Clinical Practice Guidelines 100%
  • Guideline Adherence 100%
  • Missing Data 100%
  • Non-continuous 100%
  • Decubitus 100%

• Temporal Aspects of Human-AI Collaborations for Work

  Rinott, M. & Shaer, O., 25 Jun 2024, CHIWORK 2024 - Proceedings of the 3rd Annual Meeting of the Symposium on Human-Computer Interaction for Work. Association for Computing Machinery, 8. (ACM International Conference Proceeding Series).

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

  • Artificial Intelligence 100%
  • Large Language Model 100%
  • Temporal Characteristic 50%
  • Research Question 25%
  • Chat 25%
  1 Scopus citations

• Theoretical Study on Multi-objective Heuristic Search

  Skyler, S., Shperberg, S., Atzmon, D., Felner, A., Salzman, O., Chan, S. H., Zhang, H., Keonig, S., Yeoh, W. & Ulloa, C. H., 1 Jan 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 7021-7028 8 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

  • Multiobjective 100%
  • Theoretical Study 100%
  • Heuristic Search 100%
  • Multi-objective Metaheuristic 100%
  • State Space 50%

• The Security of Deep Learning Defenses in Medical Imaging

  Levy, M., Amit, G., Elovici, Y. & Mirsky, Y., 21 Nov 2024, HealthSec 2024 - Proceedings of the 2024 Workshop on Cybersecurity in Healthcare, Co-Located with: CCS 2024. Association for Computing Machinery, Inc, p. 37-44 8 p. (HealthSec 2024 - Proceedings of the 2024 Workshop on Cybersecurity in Healthcare, Co-Located with: CCS 2024).

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

  • Deep Neural Network 100%
  • Medical Imaging 100%
  • Deep Learning Security 100%
  • Deep Learning Method 100%
  • Attacker 66%
  1 Scopus citations

• The Velodrome - ProCyclists Data Analytics

  Moskovitch, R., Sinai, P., Rize, D., Holohan, L. & Saldanha, P., 1 Jan 2024, Sports Analytics - 1st International Conference, ISACE 2024, Proceedings. Dong, J. S., Izadi, M. & Hou, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 167-172 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14794 LNCS).

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

  • Data Analytics 100%
  • Cyclists 100%
  • Velodrome 100%
  • Decision Making 100%
  • Israel 25%

• Tightest Admissible Shortest Path

  Weiss, E., Felner, A. & Kaminka, G. A., 30 May 2024, Proceedings of the 34th International Conference on Automated Planning and Scheduling, ICAPS 2024. Bernardini, S. & Muise, C. (eds.). Association for the Advancement of Artificial Intelligence, p. 643-652 10 p. (Proceedings International Conference on Automated Planning and Scheduling, ICAPS; vol. 34).

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

  Open Access

  • Tight 100%
  • Shortest Path 100%
  • Shortest Path Problem 100%
  • Edge Weight 75%
  • Weight Uncertainty 50%

• Treatment Prediction in the ICU Using a Partitioned, Sequential, Deep Time Series Analysis

  Shapiro, M. & Shahar, Y., 25 Jan 2024, MEDINFO 2023 - The Future is Accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). IOS Press BV, p. 710-714 5 p. (Studies in Health Technology and Informatics; vol. 310).

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

  Open Access

  • Decision Model 100%
  • Series Analysis 100%
  • Subwindows 100%
  • Treatment Prediction 100%
  • Deep Time 100%
  1 Scopus citations

• Two's Complement: Monitoring Software Control Flow Using Both Power and Electromagnetic Side Channels

  Amar, M., Navanesan, L., Sayakkara, A. & Oren, Y., 1 Jan 2024, Proceedings - 2024 27th Euromicro Conference on Digital System Design, DSD 2024. Kryjak, T. & Petrot, F. (eds.). Institute of Electrical and Electronics Engineers, p. 218-226 9 p. (Proceedings - 2024 27th Euromicro Conference on Digital System Design, DSD 2024).

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

  • Multiple Noises 100%
  • Late Integration 100%
  • Integration Design 100%
  • Control-flow Integrity 100%
  • Trace Classification 100%

• Using Formal Knowledge to Support Episodic Evidence-Based Nursing Care

  Jaffe, S., Ben Shahar, B., Shahar, Y., Goldstein, A., Shalom, E., Selivanova, M., Rimon, E. & Cohen, O., 22 Aug 2024, Digital Health and Informatics Innovations for Sustainable Health Care Systems - Proceedings of MIE 2024. Mantas, J., Hasman, A., Demiris, G., Saranto, K., Marschollek, M., Arvanitis, T. N., Ognjanovic, I., Benis, A., Gallos, P., Zoulias, E. & Andrikopoulou, E. (eds.). IOS Press BV, p. 1053-1057 5 p. (Studies in Health Technology and Informatics; vol. 316).

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

  Open Access

  • Clinical Practice Guidelines 100%
  • Formal Knowledge 100%
  • Evidence-based nursing Practice 100%
  • Clinical Decision Support Systems 40%
  • Clinical Decision Support System 40%

• Video-Based Cryptanalysis: Extracting Cryptographic Keys from Video Footage of a Device's Power LED Captured by Standard Video Cameras

  Nassi, B., Iluz, E., Cohen, O., Vayner, O., Nassi, D., Zadov, B. & Elovici, Y., 1 Jan 2024, Proceedings - 45th IEEE Symposium on Security and Privacy, SP 2024. Institute of Electrical and Electronics Engineers, p. 2422-2440 19 p. (Proceedings - IEEE Symposium on Security and Privacy).

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

  • Video Camera 100%
  • Power Device 100%
  • Secret Key 60%
  • Smart Card Reader 50%
  • Max 40%
  3 Scopus citations

• Waves of Knowledge: A Comparative Study of Electromagnetic and Power Side-Channel Monitoring in Embedded Systems

  Amar, M., Navanesan, L., Sayakkara, A. P. & Oren, Y., 1 Jan 2024, Security and Privacy in Cyber-Physical Systems and Smart Vehicles - First EAI International Conference, SmartSP 2023, Proceedings. Chen, Y., Lin, C.-W., Chen, B. & Zhu, Q. (eds.). Springer Science and Business Media Deutschland GmbH, p. 158-170 13 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 552 LNICST).

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

  • Side Channel 100%
  • Channel Monitoring 100%
  • side-channel 100%
  • Power Consumption 66%
  • Control Flow 66%

• What Was Your Prompt? A Remote Keylogging Attack on AI Assistants

  Weiss, R., Ayzenshteyn, D., Amit, G. & Mirsky, Y., 1 Jan 2024, Proceedings of the 33rd USENIX Security Symposium. USENIX Association, p. 3367-3384 18 p. (Proceedings of the 33rd USENIX Security Symposium).

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

  • side-channel 100%
  • Artificial Intelligence 100%
  • AI Assistant 100%
  • Large Language Model 40%
  • Search Space 20%
• 2023

  20 Years of Analyzing Multilingual Propaganda Content on the Web.

  Last, M., 2023, Proceeding of the IACT'23 Workshop. p. 1-2 2 p.

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

  Open Access

  • Attackers 100%
  • Monitoring System 100%
  • Global Information 100%
  • Related Question 100%
  • Text Summarization 100%

• A Deeper (Autoregressive) Approach to Non-Convergent Discourse Parsing

  Tulpan, Y. & Tsur, O., 1 Jan 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 12883-12895 13 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

  Open Access

  • Discourse Parsing 100%
  • Autoregressive Approach 100%
  • Parsing 100%
  • Collocation 66%
  • Utterance 66%

• Adversarial Mask: Real-World Universal Adversarial Attack on Face Recognition Models

  Zolfi, A., Avidan, S., Elovici, Y. & Shabtai, A., 1 Jan 2023, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Proceedings. Amini, M.-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 304-320 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13715 LNAI).

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

  • Recognition Model 100%
  • Universal Adversarial Attack 100%
  • Adversarial Machine Learning 100%
  • Face Recognition 100%
  • Facial Recognition 75%
  14 Scopus citations

• A Formal Metareasoning Model of Concurrent Planning and Execution

  Elboher, A., Bensoussan, A., Karpas, E., Ruml, W., Shperberg, S. S. & Shimony, E., 27 Jun 2023, AAAI-23 Technical Tracks 10. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 12427-12435 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

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

  Open Access

  • Meta-reasoning 100%
  • Concurrent Execution 100%
  • Concurrent Planning 100%
  • Polynomial Time 100%
  • Gain Time 100%
  2 Scopus citations

• A Generalization of the Shortest Path Problem to Graphs with Multiple Edge-Cost Estimates

  Weiss, E., Felner, A. & Kaminka, G. A., 28 Sep 2023, ECAI 2023 - 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023 - Proceedings. Gal, K., Gal, K., Nowe, A., Nalepa, G. J., Fairstein, R. & Radulescu, R. (eds.). IOS Press BV, p. 2607-2614 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).

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

  Open Access

  • Cost Estimation 100%
  • Shortest Path Problem 100%
  • Multiple Edges 100%
  • Edge 100%
  • Path Problem 100%
  1 Scopus citations

• AirKeyLogger: Hardwareless Air-Gap Keylogging Attack

  Guri, M., 1 Jan 2023, Proceedings - 2023 IEEE 47th Annual Computers, Software, and Applications Conference, COMPSAC 2023. Shahriar, H., Teranishi, Y., Cuzzocrea, A., Sharmin, M., Towey, D., Majumder, A. J. A., Kashiwazaki, H., Yang, J.-J., Takemoto, M., Sakib, N., Banno, R. & Ahamed, S. I. (eds.). Institute of Electrical and Electronics Engineers, p. 637-647 11 p. (Proceedings - International Computer Software and Applications Conference; vol. 2023-June).

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

  • Air Gap 100%
  • Keystroke Logging 100%
  • Malware 100%
  • Keystroke 33%
  • Running Process 33%
  2 Scopus citations

• AmBiDiguity does exist: UI item Direction Interpretation by Bidirectional Users

  Goldenberg, Y. & Tractinsky, N., 19 Apr 2023, CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 32. (Conference on Human Factors in Computing Systems - Proceedings).

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

  • Bidirectional Interface 100%
  • User Interfaces 100%
  • Driven Approach 100%
  • Interface Development 100%
  • Pay Special Attention 100%

• Analyzing and Improving the Use of the FastMap Embedding in Pathfinding Tasks

  Mashayekhi, R., Atzmon, D. & Sturtevant, N. R., 27 Jun 2023, AAAI-23 Technical Tracks 10. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 12473-12481 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

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

  Open Access

  • Pathfinding 100%
  • FastMap 100%
  • multi agent 100%
  • Algorithm Performance 12%
  • Multi-agent 12%
  1 Scopus citations

• Automative Video Compression for Remote Driving via Safety Considerations

  Peled, D., Shmilovici, A. & Hadar, O., 1 Jan 2023, 2023 IEEE Conference on Standards for Communications and Networking, CSCN 2023. Institute of Electrical and Electronics Engineers, p. 54-58 5 p. (2023 IEEE Conference on Standards for Communications and Networking, CSCN 2023).

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

  • Safety Considerations 100%
  • Video Compression 100%
  • Automative 100%
  • Remote Driving 100%
  • Autonomous Vehicles 100%

• Blame Attribution for Multi-Agent Path Finding Execution Failures

  Natan, A., Stern, R. & Kalech, M., 28 Sep 2023, ECAI 2023 - 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023 - Proceedings. Gal, K., Gal, K., Nowe, A., Nalepa, G. J., Fairstein, R. & Radulescu, R. (eds.). IOS Press BV, p. 1763-1770 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).

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

  Open Access

  • Multi-agent Systems 100%
  • Multi-agent Planning 100%
  • Blame Attribution 100%
  • Execution Errors 100%
  • multi agent 100%

• Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy

  Yang, Y., Sulem, E., Lee, I. & Roth, D., 1 Jan 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 457-464 8 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

  Open Access

  • High Performance 100%
  • Bootstrap 100%
  • Language Model 100%
  • Training Policy 100%
  • Downstream Task 100%

• Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images

  Bitton-Guetta, N., Bitton, Y., Hessel, J., Schmidt, L., Elovici, Y., Stanovsky, G. & Schwartz, R., 1 Jan 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers, p. 2616-2627 12 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

  Open Access

  • Vision-language 100%
  • AI Models 100%
  • Common Sense 100%
  • Artificial Intelligence 100%
  • Publicly Available 50%
  21 Scopus citations

• Can One Hear the Position of Nodes?

  Puzis, R., 1 Jan 2023, Complex Networks and Their Applications XI - Proceedings of The 11th International Conference on Complex Networks and Their Applications: COMPLEX NETWORKS 2022—Volume 2. Cherifi, H., Mantegna, R. N., Rocha, L. M., Cherifi, C. & Micciche, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 649-660 12 p. (Studies in Computational Intelligence; vol. 1078).

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

  • Network Topology 100%
  • Neural Network 100%
  • Wave Propagation 50%
  • Wave Form 50%
  • Network Visualization 50%
  1 Scopus citations

• CDGeB: Cloud Data Geolocation Benchmark

  Offer, A., Zilberman, A., Shabtai, A., Elovici, Y. & Puzis, R., 26 Nov 2023, CCSW 2023 - Proceedings of the 2023 Cloud Computing Security Workshop. Association for Computing Machinery, Inc, p. 69-74 6 p. (CCSW 2023 - Proceedings of the 2023 Cloud Computing Security Workshop).

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

  Open Access

  • Cloud Data 100%
  • Data Geolocation 100%
  • Data Transmission 100%
  • Data Management 100%
  • Geolocation Data 100%
  1 Scopus citations

• Characterization and Prediction of QUIC's Performance Under Different Network Conditions

  Siag, L., Einziger, G., Liu, W. & Wu, C., 1 Jan 2023, ICC 2023 - IEEE International Conference on Communications: Sustainable Communications for Renaissance. Zorzi, M., Tao, M. & Saad, W. (eds.). Institute of Electrical and Electronics Engineers, p. 3824-3829 6 p. (IEEE International Conference on Communications; vol. 2023-May).

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

  • Predictive Models 100%
  • Network Condition 100%
  • Predictive Model 100%
  • Different Network Conditions 100%
  • Design Optimization 50%

• CLEAN++: Code Smells Extraction for C++

  Mashiach, T., Sotto-Mayor, B., Kaminka, G. & Kalech, M., 1 Jan 2023, Proceedings - 2023 IEEE/ACM 20th International Conference on Mining Software Repositories, MSR 2023. Institute of Electrical and Electronics Engineers, p. 441-445 5 p. (Proceedings - 2023 IEEE/ACM 20th International Conference on Mining Software Repositories, MSR 2023).

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

  • C + + 100%
  • Code Smells 100%
  • mining software repository 100%
  • Source Codes 50%
  • Open Source Project 50%
  2 Scopus citations

• CLOUDOSCOPE: Detecting Anti-Forensic Malware using Public Cloud Environments

  Guri, M., 14 Jun 2023, Proceedings of the 2023 European Interdisciplinary Cybersecurity Conference, EICC 2023. Association for Computing Machinery, p. 100-107 8 p. (ACM International Conference Proceeding Series).

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

  Open Access

  • Malware 100%
  • Cloud Environment 100%
  • Public Cloud 100%
  • Anti-forensics 100%
  • Anti-Forensics 100%

• Combining Psychological Theory with Language Models for Suicide Risk Detection

  Izmaylov, D., Bialer, A., Segal, A., Grimland, M., Levi-Belz, Y. & Gal, K., 1 Jan 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2023. Association for Computational Linguistics (ACL), p. 2385-2393 9 p. (EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2023).

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

  • Psychological Theory 100%
  • Suicide Risk Assessment 100%
  • Language Model 100%
  • Online Counseling Services 100%
  • Language Modeling 100%
  2 Scopus citations

• Continuously Predicting the Completion of a Time Intervals Related Pattern

  Itzhak, N., Jaroszewicz, S. & Moskovitch, R., 1 Jan 2023, Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Proceedings. Kashima, H., Ide, T. & Peng, W.-C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 239-251 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13935 LNCS).

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

  • Prediction Model 100%
  • Continuous Prediction 100%
  • Related Pattern 100%
  • time interval τ 100%
  • Symbolic Time Intervals 75%
  3 Scopus citations

• Deepfake CAPTCHA: A Method for Preventing Fake Calls

  Yasur, L., Frankovits, G., Grabovski, F. M. & Mirsky, Y., 10 Jul 2023, ASIA CCS 2023 - Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security. Association for Computing Machinery, p. 608-622 15 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

  Open Access

  • Deepfake 100%
  • CAPTCHA 100%
  • Fake Calls 100%
  • Deepfakes 100%
  • Audio 33%
  3 Scopus citations

• Diagnosis for Post Concept Drift Decision Trees Repair

  Almog, S. & Kalech, M., 1 Jan 2023, Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, KR 2023. Marquis, P., Son, T. C. & Kern-Isberner, G. (eds.). Association for the Advancement of Artificial Intelligence, p. 23-33 11 p. (Proceedings of the International Conference on Knowledge Representation and Reasoning).

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

  Open Access

  • Decision Tree 100%
  • Concept Drift 100%
  • Decision Trees 100%
  • Learning System 100%
  • Machine Learning 100%
  2 Scopus citations

• Discussion Paper: The Threat of Real Time Deepfakes

  Frankovits, G. & Mirsky, Y., 10 Jul 2023, WDC 2023 - Proceedings of the 2nd Workshop on the security implications of Deepfakes and Cheapfakes, held in conjunction with ACM AsiaCCS 2023. Association for Computing Machinery, Inc, p. 20-23 4 p. (WDC 2023 - Proceedings of the 2nd Workshop on the security implications of Deepfakes and Cheapfakes, held in conjunction with ACM AsiaCCS 2023).

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

  Open Access

  • Deepfake 100%
  • Deepfakes 100%
  • Attacker 66%
  • Attackers 66%
  • Deep Learning Model 33%

• Distributed Spectrum-Based Fault Localization

  Natan, A., Stern, R. & Kalech, M., 27 Jun 2023, AAAI-23 Technical Tracks 5. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 6491-6498 8 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

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

  • Spectrum-based Fault Localization 100%
  • Fault Localization 100%
  • Distributed Systems 28%
  • Fault Localization Algorithm 28%
  • localization algorithm 28%
  1 Scopus citations

• EL-GRILLO: Leaking Data Ultrasonically from Air-Gapped PCs via the Tiny Motherboard Buzzer

  Guri, M., 1 Jan 2023, 2023 20th Annual International Conference on Privacy, Security and Trust, PST 2023. Institute of Electrical and Electronics Engineers, (2023 20th Annual International Conference on Privacy, Security and Trust, PST 2023).

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

  • Air Gap 100%
  • Motherboard 100%
  • Buzzer 100%
  • Malware 100%
  • Ultrasonic Wave 100%

• Feedback Decision Transformer: Offline Reinforcement Learning With Feedback

  Giladi, L. & Katz, G., 1 Jan 2023, Proceedings - 23rd IEEE International Conference on Data Mining, ICDM 2023. Chen, G., Khan, L., Gao, X., Qiu, M., Pedrycz, W. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers, p. 1037-1042 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • Feedback Preferences 100%
  • Decision Transformer 100%
  • Offline Reinforcement Learning 100%
  • Reinforcement Learning 100%
  • Action Space 100%

• Front-to-End Bidirectional Heuristic Search with Consistent Heuristics: Enumerating and Evaluating Algorithms and Bounds

  Siag, L., Shperberg, S., Felner, A. & Sturtevant, N., 1 Jan 2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023. Elkind, E. (ed.). International Joint Conferences on Artificial Intelligence, p. 5631-5638 8 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2023-August).

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

  • Algorithm Evaluation 100%
  • Heuristic Search 100%
  • Consistent Heuristic 100%
  • Enumerating Algorithms 100%
  • Two-directional 33%
  1 Scopus citations

• GraphERT- Transformers-based Temporal Dynamic Graph Embedding

  Beladev, M., Katz, G., Rokach, L., Singer, U. & Radinsky, K., 21 Oct 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 68-77 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  Open Access

  • Graph Embedding 100%
  • Temporal Dynamics 100%
  • Transformer 100%
  • Transformer-based 100%
  • Embedding Representation 100%
  5 Scopus citations

• Heuristic-Search Approaches for the Multi-Objective Shortest-Path Problem: Progress and Research Opportunities

  Salzman, O., Felner, A., Hernandez, C., Zhang, H., Chan, S. H. & Koenig, S., 1 Jan 2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023. Elkind, E. (ed.). International Joint Conferences on Artificial Intelligence, p. 6759-6768 10 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2023-August).

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

  • Heuristic Search 100%
  • Search Approach 100%
  • Multi-objective Shortest Path 100%
  • Multiobjective 100%
  • Shortest Path Problem 100%
  12 Scopus citations

• Heuristic search for physics-based problems: Angry birds in PDDL+ [extended abstract]

  Piotrowski, W., Sher, Y., Grover, S., Stern, R. & Mohan, S., 1 Jan 2023, The International Symposium on Combinatorial Search. Barták, R., Ruml, W. & Salzman, O. (eds.). 1 ed. Association for the Advancement of Artificial Intelligence, p. 179-180 2 p. (The International Symposium on Combinatorial Search; vol. 16, no. 1).

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

  Open Access

• Large-Scale Shill Bidder Detection in E-commerce

  Fire, M., Puzis, R., Kagan, D. & Elovici, Y., 26 May 2023, 27th International Database Engineered Applications Symposium, IDEAS 2023. Chbeir, R., Ivanovic, M., Manolopoulos, Y. & Revesz, P. Z. (eds.). Association for Computing Machinery, p. 79-86 8 p. (ACM International Conference Proceeding Series).

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

  Open Access

  • Bidders 100%
  • Electronic Commerce 100%
  • Shilling 100%
  • e-Commerce 100%
  • User Feedback 60%

• Learning Safe Numeric Action Models

  Mordoch, A., Juba, B. & Stern, R., 27 Jun 2023, AAAI-23 Technical Tracks 10. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 12079-12086 8 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

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

  • Action Model 100%
  • Numerics 100%
  • Learning Algorithm 100%
  • Boolean Variable 100%
  • Domain Description 100%
  8 Scopus citations

• Link2speed: VANET speed assessment via link-state analysis

  Freund, A., Puzis, R. & Segal, M., 1 Jan 2023, 2023 IEEE Wireless Communications and Networking Conference, WCNC 2023 - Proceedings. Institute of Electrical and Electronics Engineers, (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2023-March).

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

  • State Analysis 100%
  • Vehicular Ad Hoc Networks 100%
  • Speed Estimation 100%
  • Link State 100%
  • Network Speed 100%

• MND: A New Dataset and Benchmark of Movie Scenes Classified by Their Narrative Function

  Liu, C., Shmilovici, A. & Last, M., 1 Jan 2023, Computer Vision – ECCV 2022 Workshops, Proceedings. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 610-626 17 p. (Lecture Notes in Computer Science; vol. 13804 LNCS).

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

  • New Dataset 100%
  • Narrative Structure 100%
  • Movie Narratives 100%
  • Narrative Function 100%
  • Extreme Gradient Boosting 100%
  2 Scopus citations

• Multi-Agent Planning and Diagnosis with Commonsense Reasoning

  Son, T. C., Yeoh, W., Stern, R. & Kalech, M., 30 Nov 2023, Proceedings of 2023 5th International Conference on Distributed Artificial Intelligence, DAI 2023. Association for Computing Machinery, 14. (ACM International Conference Proceeding Series).

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

  Open Access

  • Multi-agent Planning 100%
  • Commonsense Reasoning 100%
  • multi agent 100%
  • Multi-Agent Planning 100%
  • Multi-agent 57%
  1 Scopus citations