Department of Software and Information Systems Engineering

Barda, N., Dagan, N., Cohen, C., Hernán, M. A., Lipsitch, M., Kohane, I. S., Reis, B. Y. & Balicer, R. D., 4 Dec 2021, In: The Lancet. 398, 10316, p. 2093-2100 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

651 Scopus citations

Effectiveness of the BNT162b2 mRNA COVID-19 vaccine in pregnancy

Dagan, N., Barda, N., Biron-Shental, T., Makov-Assif, M., Key, C., Kohane, I. S., Hernán, M. A., Lipsitch, M., Hernandez-Diaz, S., Reis, B. Y. & Balicer, R. D., 1 Oct 2021, In: Nature Medicine. 27, 10, p. 1693-1695 3 p.

Research output: Contribution to journal › Article › peer-review

Open Access

227 Scopus citations

Effects of visual simplicity in product design and individual differences in preference of interactive products

Eytam, E., Lowengart, O. & Tractinsky, N., 1 Jul 2021, In: Review of Managerial Science. 15, 5, p. 1347-1389 43 p.

Research output: Contribution to journal › Article › peer-review

13 Scopus citations

Encryption is Futile: Reconstructing 3D-Printed Models Using the Power Side-Channel

Gatlin, J., Belikovetsky, S., Elovici, Y., Skjellum, A., Lubell, J., Witherell, P. & Yampolskiy, M., 7 Oct 2021, 24th International Symposium on Research in Attacks, Intrusions and Defenses, RAID 2021. Association for Computing Machinery, p. 135-147 13 p. (ACM International Conference Proceeding Series).

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

Open Access

13 Scopus citations

ERK1/2 inhibition promotes robust myotube growth via CaMKII activation resulting in myoblast-to-myotube fusion

Eigler, T., Zarfati, G., Amzallag, E., Sinha, S., Segev, N., Zabary, Y., Zaritsky, A., Shakked, A., Umansky, K. B., Schejter, E. D., Millay, D. P., Tzahor, E. & Avinoam, O., 20 Dec 2021, In: Developmental Cell. 56, 24, p. 3349-3363.e6

Research output: Contribution to journal › Article › peer-review

Open Access

39 Scopus citations

Exfiltrating data from air-gapped computers via ViBrAtIoNs

Guri, M., 1 Sep 2021, In: Future Generation Computer Systems. 122, p. 69-81 13 p.

Research output: Contribution to journal › Article › peer-review

12 Scopus citations

Experimental Evaluation of Classical Multi Agent Path Finding Algorithms

Kaduri, O., Boyarski, E. & Stern, R., 1 Jan 2021, 14th International Symposium on Combinatorial Search, SoCS 2021. Ma, H. & Serina, I. (eds.). Association for the Advancement of Artificial Intelligence, p. 126-130 5 p. (14th International Symposium on Combinatorial Search, SoCS 2021).

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

11 Scopus citations

Explaining anomalies detected by autoencoders using Shapley Additive Explanations[Formula presented]

Antwarg, L., Miller, R. M., Shapira, B. & Rokach, L., 30 Dec 2021, In: Expert Systems with Applications. 186, 115736.

Research output: Contribution to journal › Article › peer-review

150 Scopus citations

Exploratory evaluation of politeness in human-robot interaction

Kumar, S., Itzhak, E., Olatunji, S., Sarne-Fleischmann, V., Tractinsky, N., Nimrod, G. & Edan, Y., Mar 2021, arXiv, 6 p.

Research output: Working paper/Preprint › Preprint

47 Downloads (Pure)

Facing airborne attacks on ADS-B data with autoencoders

Fried, A. & Last, M., 1 Oct 2021, In: Computers and Security. 109, 102405.

Research output: Contribution to journal › Article › peer-review

9 Scopus citations

F-Aware Conflict Prioritization & Improved Heuristics for Conflict-Based Search

Boyarski, E., Felner, A., Le Bodic, P., Harabor, D., Stuckey, P. J. & Koenig, S., 1 Jan 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 12241-12248 8 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 14A).

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

10 Scopus citations

FOOD: Fast Out-Of-Distribution Detector

Amit, G., Levy, M., Rosenberg, I., Shabtai, A. & Elovici, Y., 18 Jul 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

Open Access

3 Scopus citations

F-PENN— Forest path encoding for neural networks

Cohen, Y., Katz, G. & Rokach, L., 1 Nov 2021, In: Information Fusion. 75, p. 186-196 11 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Further Improved Heuristics for Conflict-Based Search

Boyarski, E., Felner, A., Le Bodic, P., Harabor, D., Stuckey, P. J. & Koenig, S., 1 Jan 2021, 14th International Symposium on Combinatorial Search, SoCS 2021. Ma, H. & Serina, I. (eds.). Association for the Advancement of Artificial Intelligence, p. 213-215 3 p. (14th International Symposium on Combinatorial Search, SoCS 2021).

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

GAIROSCOPE: Leaking Data from Air-Gapped Computers to Nearby Smartphones using Speakers-to-Gyro Communication

Guri, M., 2021, 18th International Conference on Privacy, Security and Trust, PST 2021. Institute of Electrical and Electronics Engineers, 10 p.

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

3 Scopus citations

Game of Drones - Detecting Spying Drones Using Time Domain Analysis

Nassi, B., Ben-Netanel, R., Shamir, A. & Elovici, Y., 1 Jan 2021, Cyber Security Cryptography and Machine Learning - 5th International Symposium, CSCML 2021, Proceedings. Dolev, S., Margalit, O., Pinkas, B. & Schwarzmann, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 128-144 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12716 LNCS).

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

1 Scopus citations

Generating Tips from Product Reviews

Hirsch, S., Novgorodov, S., Guy, I. & Nus, A., 3 Aug 2021, WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 310-318 9 p. (WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining).

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

11 Scopus citations

Glowworm Attack: Optical TEMPEST Sound Recovery via a Device's Power Indicator LED

Nassi, B., Pirutin, Y., Galor, T., Elovici, Y. & Zadov, B., 12 Nov 2021, CCS 2021 - Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 1900-1914 15 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

15 Scopus citations

Gradients Cannot Be Tamed: Behind the Impossible Paradox of Blocking Targeted Adversarial Attacks

Katzir, Z. & Elovici, Y., 1 Jan 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 1, p. 128-138 11 p., 9031719.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Heuristic Approach for Countermeasure Selection Using Attack Graphs

Stan, O., Bitton, R., Ezrets, M., Dadon, M., Inokuchi, M., Ohta, Y., Yagyu, T., Elovici, Y. & Shabtai, A., 1 Jan 2021, Proceedings - 2021 IEEE 34th Computer Security Foundations Symposium, CSF 2021. Institute of Electrical and Electronics Engineers, (Proceedings - IEEE Computer Security Foundations Symposium; vol. 2021-June).

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

15 Scopus citations

Heuristic search for one-to-many shortest path queries

Stern, R., Goldenberg, M., Saffidine, A. & Felner, A., 1 Dec 2021, In: Annals of Mathematics and Artificial Intelligence. 89, 12, p. 1175-1214 40 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Hierarchical Deep Reinforcement Learning Approach for Multi-Objective Scheduling with Varying Queue Sizes

Birman, Y., Ido, Z., Katz, G. & Shabtai, A., 21 Sep 2021, IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers, p. 1-10 (Proceedings of the International Joint Conference on Neural Networks; vol. 2021-July).

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

1 Scopus citations

25 Downloads (Pure)

How does that name sound? Name representation learning using accent-specific speech generation

Elyashar, A., Puzis, R. & Fire, M., 5 Sep 2021, In: Knowledge-Based Systems. 227, 107229.

Research output: Contribution to journal › Article › peer-review

ICU Survival Prediction Incorporating Test-Time Augmentation to Improve the Accuracy of Ensemble-Based Models

Cohen, S., Dagan, N., Cohen-Inger, N., Ofer, D. & Rokach, L., 1 Jan 2021, In: IEEE Access. 9, p. 91584-91592 9 p., 9462159.

Research output: Contribution to journal › Article › peer-review

Open Access

18 Scopus citations

Imperative versus declarative constraint specification languages: a controlled experiment

Maraee, A. & Sturm, A., 1 Feb 2021, In: Software and Systems Modeling. 20, 1, p. 27-48 22 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Implementation and Evaluation of a Multivariate Abstraction-Based, Interval-Based Dynamic Time-Warping Method as a Similarity Measure for Longitudinal Medical Records

Shahar, Y. & Lion, M., 1 Nov 2021, In: Journal of Biomedical Informatics. 123, 103919.

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

43 Downloads (Pure)

Improved Knowledge Modeling and Its Use for Signaling in Multi-Agent Planning with Partial Observability

Shekhar, S., Brafman, R. I. & Shani, G., 1 Jan 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 11954-11961 8 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 13B).

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

2 Scopus citations

Improving Continuous-time Conflict Based Search

Andreychuk, A., Yakovlev, K., Boyarski, E. & Stern, R., 1 Jan 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 11220-11227 8 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 13A).

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

22 Scopus citations

Improving Continuous-time Conflict Based Search^*

Andreychuk, A., Yakovlev, K., Boyarski, E. & Stern, R., 1 Jan 2021, 14th International Symposium on Combinatorial Search, SoCS 2021. Ma, H. & Serina, I. (eds.). Association for the Advancement of Artificial Intelligence, p. 145-146 2 p. (14th International Symposium on Combinatorial Search, SoCS 2021).

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

1 Scopus citations

Improving the Performance-Compatibility Tradeoff with Personalized Objective Functions

Martinez, J., Gal, K., Kamar, E. & Lelis, L. H. S., 1 Jan 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 5967-5974 8 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 7).

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

3 Scopus citations

Imputing Missing Boarding Stations With Machine Learning Methods

Shalit, N., Fire, M. & Ben Elia, E., 10 Mar 2021.

Research output: Working paper/Preprint › Preprint

38 Downloads (Pure)

Intelligent Recommendations for Citizen Science

Zaken, D. B., Gal, K., Shani, G., Segal, A. & Cavalier, D., 1 Jan 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 14693-14701 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 17A).

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

7 Scopus citations

Interpretable Deep Learning Uncovers Cellular Properties in Label-Free Live Cell Images that are Predictive of Highly Metastatic Melanoma

Zaritsky, A., Jamieson, A. R., Welf, E. S., Nevarez, A., Cillay, J., Eskiocak, U., Cantarel, B. L. & Danuser, G., 21 Jul 2021, In: Cell Systems. 12, 7, p. 733-747

Research output: Contribution to journal › Article › peer-review

41 Scopus citations

Interweaving AI and Behavioral Programming Towards Better Programming Environments

Elyasaf, A., Weinstock, M. & Weiss, G., 1 Jan 2021, Artificial Intelligence: Methods for Software Engineering. World Scientific Publishing Co., p. 3-27 25 p.

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

1 Scopus citations

Iot device identification using deep learning

Kotak, J. & Elovici, Y., 1 Jan 2021, 13th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2020. Herrero, Á., Cambra, C., Urda, D., Sedano, J., Quintián, H. & Corchado, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 76-86 11 p. (Advances in Intelligent Systems and Computing; vol. 1267 AISC).

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

43 Scopus citations

IPatch: A Remote Adversarial Patch

Mirsky, Y., Jun 2021, 13 p.

Research output: Working paper/Preprint › Preprint

IPvest: Clustering the IP Traffic of Network Entities Hidden behind a Single IP Address Using Machine Learning

Mateless, R., Zlatokrilov, H., Orevi, L., Segal, M. & Moskovitch, R., 1 Sep 2021, In: IEEE Transactions on Network and Service Management. 18, 3, p. 3647-3661 15 p., 9364290.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Isolation forests and landmarking-based representations for clustering algorithm recommendation using meta-learning

Gabbay, I., Shapira, B. & Rokach, L., 1 Oct 2021, In: Information Sciences. 574, p. 473-489 17 p.

Research output: Contribution to journal › Article › peer-review

13 Scopus citations

Iterative-deepening Bidirectional Heuristic Search with Restricted Memor

Shperberg, S. S., Danishevski, S., Felner, A. & Sturtevant, N. R., 1 Jan 2021, 14th International Symposium on Combinatorial Search, SoCS 2021. Ma, H. & Serina, I. (eds.). Association for the Advancement of Artificial Intelligence, p. 194-196 3 p. (14th International Symposium on Combinatorial Search, SoCS 2021).

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

Iterative-deepening Bidirectional Heuristic Search with Restricted Memory

Shperberg, S. S., Danishevski, S., Felner, A. & Sturtevant, N. R., 1 Jan 2021, 31st International Conference on Automated Planning and Scheduling, ICAPS 2021. Biundo, S., Do, M., Goldman, R., Katz, M., Yang, Q. & Zhuo, H. H. (eds.). Association for the Advancement of Artificial Intelligence, p. 331-339 9 p. (Proceedings International Conference on Automated Planning and Scheduling, ICAPS; vol. 2021-August).

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

3 Scopus citations

It's a Thin Line Between Love and Hate: Using the Echo in Modeling Dynamics of Racist Online Communities

Arviv, E., Hanouna, S. & Tsur, O., 22 May 2021, In: Proceedings of the International AAAI Conference on Web and Social Media. 15, 1, p. 61-70

Research output: Contribution to journal › Conference article › peer-review

47 Downloads (Pure)

Lantenna: Exfiltrating data from air-gapped networks via ethernet cables emission

Guri, M., 1 Jul 2021, Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021. Chan, W. K., Claycomb, B., Takakura, H., Yang, J.-J., Teranishi, Y., Towey, D., Segura, S., Shahriar, H., Reisman, S. & Ahamed, S. I. (eds.). Institute of Electrical and Electronics Engineers, p. 745-754 10 p. (Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021).

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

Open Access

3 Scopus citations

Lawful Interception in WebRTC Peer-To-Peer Communication

Wagner, A. & Puzis, R., 1 Jan 2021, Cyber Security Cryptography and Machine Learning - 5th International Symposium, CSCML 2021, Proceedings. Dolev, S., Margalit, O., Pinkas, B. & Schwarzmann, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 153-170 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12716 LNCS).

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