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Collaborations and top research areas from the last five years
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BERT Mutation: Deep Transformer Model for Masked Uniform Mutation in Genetic Programming
Shem-Tov, E., Sipper, M. & Elyasaf, A., 1 Mar 2025, In: Mathematics. 13, 5, 779.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
I See Dead People: Gray-Box Adversarial Attack on Image-to-Text Models
Lapid, R. & Sipper, M., 1 Jan 2025, Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2023, Revised Selected Papers. Meo, R. & Silvestri, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 277-289 13 p. (Communications in Computer and Information Science; vol. 2137 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
On the Robustness of Kolmogorov-Arnold Networks: An Adversarial Perspective
Alter, T., Lapid, R. & Sipper, M., 1 Jan 2025, In: Transactions on Machine Learning Research. 2025-MarchResearch output: Contribution to journal › Article › peer-review
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A Melting Pot of Evolution and Learning,
Sipper, M., Elyasaf, A., Halperin, T., Haramaty, Z. D., Lapid, R., Segal, E., Tzruia, I. & Vitrack Tamam, S., Feb 2024, Genetic Programming Theory and Practice XX. Winkler, S. & Trujillo, L. (eds.). Springer SingaporeResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Classy Ensemble: A Novel Ensemble Algorithm for Classification
Sipper, M., Jan 2024.Research output: Working paper/Preprint › Preprint
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Deep Learning-Based Operators for Evolutionary Algorithms
Shem-Tov, E., Sipper, M. & Elyasaf, A., 15 Jul 2024.Research output: Working paper/Preprint › Preprint
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Fitness Approximation Through Machine Learning with Dynamic Adaptation to the Evolutionary State
Tzruia, I., Halperin, T., Sipper, M. & Elyasaf, A., 1 Dec 2024, In: Information (Switzerland). 15, 12, 744.Research output: Contribution to journal › Article › peer-review
Open Access -
Fortify the Guardian, Not the Treasure: Resilient Adversarial Detectors
Lapid, R., Dubin, A. & Sipper, M., 1 Nov 2024, In: Mathematics. 12, 22, 3451.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
On the Robustness of Kolmogorov-Arnold Networks: An Adversarial Perspective
Alter, T., Lapid, R. & Sipper, M., 25 Aug 2024.Research output: Working paper/Preprint › Preprint
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Open Sesame! Universal Black-Box Jailbreaking of Large Language Models
Lapid, R., Langberg, R. & Sipper, M., 1 Aug 2024, In: Applied Sciences (Switzerland). 14, 16, 7150.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations
Prizes
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Cited as one of “5 Scientists At The Forefront Of Computing And AI” by Ezvid Wiki
Sipper, M. (Recipient), 2021
Prize: Other distinction
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Press/Media
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The Aliens Have Landed—But They're Not Smart Enough to Take Over
24/01/19
1 Media contribution
Press/Media
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מחקר: ניתן לשדרג את "מנת המשכל" של מחשבים עד כדי סיכוי מוחשי לנצח בני אנוש
3/08/14
1 Media contribution
Press/Media
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Equipment
Projects
- 4 Finished
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Evolutionary-Based Playout for Scenario-Based Specifications
Weiss, G. (PI) & Sipper, M. (CoPI)
1/01/16 → 31/12/19
Project: Research
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Evolution of Java Bytecode and Programs through Genetic Programming
Sipper, M. (PI)
1/01/11 → 31/12/14
Project: Research
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Cellular Programming: Programming massively parallel cellular machines by means of co-evolution
Sipper, M. (CoPI) & Sanchez, E. (PI)
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
1/04/99 → 31/03/02
Project: Research
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Canada Research Chair in Social Justice
Sipper, M. (CoPI), Mange, D. (PI) & Conway, J. J. (PI)
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
1/09/98 → 28/02/99
Project: Research