Yuval Elovici

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 326

Top Venues

CoRR

Comput. Secur.

IEEE Trans. Inf. Forensics Secur.

IACR Cryptol. ePrint Arch.

Publications

Sagiv Antebi, Noam Azulay, Edan Habler, Ben Ganon, Asaf Shabtai, Yuval Elovici
GPT in Sheep's Clothing: The Risk of Customized GPTs. CoRR (2024)
Mor Nahum, Edita Grolman, Inbar Maimon, Dudu Mimran, Oleg Brodt, Aviad Elyashar, Yuval Elovici, Asaf Shabtai
OSSIntegrity: Collaborative open-source code integrity verification. Comput. Secur. 144 (2024)
Mor Nahum, Edita Grolman, Inbar Maimon, Dudu Mimran, Oleg Brodt, Aviad Elyashar, Yuval Elovici, Asaf Shabtai
Secure Crowdsource-Based Open-Source Code Verification (SC)^2V. SAC (2024)
Yuval Schwartz, Lavi Ben-Shimol, Dudu Mimran, Yuval Elovici, Asaf Shabtai
LLMCloudHunter: Harnessing LLMs for Automated Extraction of Detection Rules from Cloud-Based CTI. CoRR (2024)
Ehud Malul, Yair Meidan, Dudu Mimran, Yuval Elovici, Asaf Shabtai
GenKubeSec: LLM-Based Kubernetes Misconfiguration Detection, Localization, Reasoning, and Remediation. CoRR (2024)
Dov Shirtz, Inna Koberman, Aviad Elyashar, Rami Puzis, Yuval Elovici
Enhancing Energy Sector Resilience: Integrating Security by Design Principles. CoRR (2024)
Beni Ifland, Elad Duani, Rubin Krief, Miro Ohana, Aviram Zilberman, Andres Murillo, Ofir Manor, Ortal Lavi, Hikichi Kenji, Asaf Shabtai, Yuval Elovici, Rami Puzis
GeNet: A Multimodal LLM-Based Co-Pilot for Network Topology and Configuration. CoRR (2024)
Shoham Hanina, Alon Zolfi, Yuval Elovici, Asaf Shabtai
Universal Adversarial Attack Against Speaker Recognition Models. ICASSP (2024)
Nitzan Bitton Guetta, Aviv Slobodkin, Aviya Maimon, Eliya Habba, Royi Rassin, Yonatan Bitton, Idan Szpektor, Amir Globerson, Yuval Elovici
Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models. CoRR (2024)
Oryan Yehezkel, Alon Zolfi, Amit Baras, Yuval Elovici, Asaf Shabtai
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms in Vision Transformers. CoRR (2024)
Amit Giloni, Edita Grolman, Tanja Hagemann, Ronald Fromm, Sebastian Fischer, Yuval Elovici, Asaf Shabtai
BENN: Bias Estimation Using a Deep Neural Network. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Yonatan Amaru, Prasanna N. Wudali, Yuval Elovici, Asaf Shabtai
RAPID: Robust APT Detection and Investigation Using Context-Aware Deep Learning. CoRR (2024)
Fred Matanel Grabovski, Lior Yasur, Guy Amit, Yuval Elovici, Yisroel Mirsky
Back-in-Time Diffusion: Unsupervised Detection of Medical Deepfakes. CoRR (2024)
Omer Hofman, Amit Giloni, Yarin Hayun, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai
X-Detect: explainable adversarial patch detection for object detectors in retail. Mach. Learn. 113 (9) (2024)
Amit Finkman, Eden Bar-Kochva, Avishag Shapira, Dudu Mimran, Yuval Elovici, Asaf Shabtai
CodeCloak: A Method for Evaluating and Mitigating Code Leakage by LLM Code Assistants. CoRR (2024)
Lavi Ben-Shimol, Edita Grolman, Aviad Elyashar, Inbar Maimon, Dudu Mimran, Oleg Brodt, Martin Strassmann, Heiko Lehmann, Yuval Elovici, Asaf Shabtai
Observability and Incident Response in Managed Serverless Environments Using Ontology-Based Log Monitoring. CoRR (2024)
Adi Offer, Aviram Zilberman, Asaf Shabtai, Yuval Elovici, Rami Puzis
CDGeB: Cloud Data Geolocation Benchmark. CCSW@CCS (2023)
Michael Fire, Rami Puzis, Dima Kagan, Yuval Elovici
Large-Scale Shill Bidder Detection in E-commerce. IDEAS (2023)
Ben Nassi, Raz Swissa, Jacob Shams, Boris Zadov, Yuval Elovici
The Little Seal Bug: Optical Sound Recovery from Lightweight Reflective Objects. SP Workshops (2023)
Amit Baras, Alon Zolfi, Yuval Elovici, Asaf Shabtai
QuantAttack: Exploiting Dynamic Quantization to Attack Vision Transformers. CoRR (2023)
Jaidip Kotak, Yuval Elovici
IoT device identification based on network communication analysis using deep learning. J. Ambient Intell. Humaniz. Comput. 14 (7) (2023)
Roy Peled, Eran Aizikovich, Edan Habler, Yuval Elovici, Asaf Shabtai
Evaluating the Security of Satellite Systems. CoRR (2023)
Ron Bitton, Nadav Maman, Inderjeet Singh, Satoru Momiyama, Yuval Elovici, Asaf Shabtai
Evaluating the Cybersecurity Risk of Real-world, Machine Learning Production Systems. ACM Comput. Surv. 55 (9) (2023)
Ben Nassi, Etay Iluz, Danny Cohen-Or, Ofek Vayner, Dudi Nassi, Boris Zadov, Yuval Elovici
Video-Based Cryptanalysis: Extracting Cryptographic Keys from Video Footage of a Device's Power LED. IACR Cryptol. ePrint Arch. 2023 (2023)
Adriana Berdich, Bogdan Groza, René Mayrhofer, Efrat Levy, Asaf Shabtai, Yuval Elovici
Sweep-to-Unlock: Fingerprinting Smartphones Based on Loudspeaker Roll-Off Characteristics. IEEE Trans. Mob. Comput. 22 (4) (2023)
Ben Nassi, Yisroel Mirsky, Jacob Shams, Raz Ben-Netanel, Dudi Nassi, Yuval Elovici
Protecting Autonomous Cars from Phantom Attacks. Commun. ACM 66 (4) (2023)
Jaidip Kotak, Yuval Elovici
Adversarial Attacks Against IoT Identification Systems. IEEE Internet Things J. 10 (9, May 1) (2023)
Dudi Biton, Aditi Misra, Efrat Levy, Jaidip Kotak, Ron Bitton, Roei Schuster, Nicolas Papernot, Yuval Elovici, Ben Nassi
The Adversarial Implications of Variable-Time Inference. AISec@CCS (2023)
Yakov Mallah, Yuval Elovici, Asaf Shabtai
Risk Oriented Resource Allocation in Robotic Swarm. PST (2023)
Satoru Koda, Alon Zolfi, Edita Grolman, Asaf Shabtai, Ikuya Morikawa, Yuval Elovici
Pros and Cons of Weight Pruning for Out-of-Distribution Detection: An Empirical Survey. IJCNN (2023)
Ari Adler, Lior Bass, Yuval Elovici, Rami Puzis
How Polynomial Regression Improves DeNATing. IEEE Trans. Netw. Serv. Manag. 20 (4) (2023)
Ryuta Kremer, Prasanna N. Wudali, Satoru Momiyama, Toshinori Araki, Jun Furukawa, Yuval Elovici, Asaf Shabtai
IC-SECURE: Intelligent System for Assisting Security Experts in Generating Playbooks for Automated Incident Response. CoRR (2023)
Omer Hofman, Amit Giloni, Yarin Hayun, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai
X-Detect: Explainable Adversarial Patch Detection for Object Detectors in Retail. CoRR (2023)
Priyanka Prakash Surve, Oleg Brodt, Mark Yampolskiy, Yuval Elovici, Asaf Shabtai
SoK: Security Below the OS - A Security Analysis of UEFI. CoRR (2023)
Chen Doytshman, Satoru Momiyama, Inderjeet Singh, Yuval Elovici, Asaf Shabtai
FRAUDability: Estimating Users' Susceptibility to Financial Fraud Using Adversarial Machine Learning. CoRR (2023)
Jaidip Kotak, Yuval Elovici
IoT Device Identification Based on Network Communication Analysis Using Deep Learning. CoRR (2023)
Jaidip Kotak, Edan Habler, Oleg Brodt, Asaf Shabtai, Yuval Elovici
Information Security Threats and Working from Home Culture: Taxonomy, Risk Assessment and Solutions. Sensors 23 (8) (2023)
Efrat Levy, Asaf Shabtai, Bogdan Groza, Pal-Stefan Murvay, Yuval Elovici
CAN-LOC: Spoofing Detection and Physical Intrusion Localization on an In-Vehicle CAN Bus Based on Deep Features of Voltage Signals. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Yisroel Mirsky, Ambra Demontis, Jaidip Kotak, Ram Shankar, Deng Gelei, Liu Yang, Xiangyu Zhang, Maura Pintor, Wenke Lee, Yuval Elovici, Battista Biggio
The Threat of Offensive AI to Organizations. Comput. Secur. 124 (2023)
Yizhak Vaisman, Gilad Katz, Yuval Elovici, Asaf Shabtai
Detecting Anomalous Network Communication Patterns Using Graph Convolutional Networks. CoRR (2023)
Nitzan Bitton Guetta, Yonatan Bitton, Jack Hessel, Ludwig Schmidt, Yuval Elovici, Gabriel Stanovsky, Roy Schwartz
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images. ICCV (2023)
Ben Nassi, Ofek Vayner, Etay Iluz, Dudi Nassi, Jan Jancar, Daniel Genkin, Eran Tromer, Boris Zadov, Yuval Elovici
Optical Cryptanalysis: Recovering Cryptographic Keys from Power LED Light Fluctuations. CCS (2023)
Dudi Biton, Aditi Misra, Efrat Levy, Jaidip Kotak, Ron Bitton, Roei Schuster, Nicolas Papernot, Yuval Elovici, Ben Nassi
The Adversarial Implications of Variable-Time Inference. CoRR (2023)
Ben Nassi, Ofek Vayner, Etay Iluz, Dudi Nassi, Or Hai Cohen, Jan Jancar, Daniel Genkin, Eran Tromer, Boris Zadov, Yuval Elovici
Optical Cryptanalysis: Recovering Cryptographic Keys from Power LED Light Fluctuations. IACR Cryptol. ePrint Arch. 2023 (2023)
Florian Klaus Kaiser, Uriel Dardik, Aviad Elitzur, Polina Zilberman, Nir Daniel, Marcus Wiens, Frank Schultmann, Yuval Elovici, Rami Puzis
Attack Hypotheses Generation Based on Threat Intelligence Knowledge Graph. IEEE Trans. Dependable Secur. Comput. 20 (6) (2023)
Nitzan Bitton Guetta, Yonatan Bitton, Jack Hessel, Ludwig Schmidt, Yuval Elovici, Gabriel Stanovsky, Roy Schwartz
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images. CoRR (2023)
Yam Sharon, David Berend, Yang Liu, Asaf Shabtai, Yuval Elovici
TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Ben Nassi, Yaron Pirutin, Raz Swisa, Adi Shamir, Yuval Elovici, Boris Zadov
Lamphone: Passive Sound Recovery from a Desk Lamp's Light Bulb Vibrations. USENIX Security Symposium (2022)
Shay Sakazi, Yuval Elovici, Asaf Shabtai
Prioritizing Antivirus Alerts on Internal Enterprise Machines. DIMVA (2022)
Efrat Levy, Nadav Maman, Asaf Shabtai, Yuval Elovici
AnoMili: Spoofing Prevention and Explainable Anomaly Detection for the 1553 Military Avionic Bus. CoRR (2022)
Avishag Shapira, Ron Bitton, Dan Avraham, Alon Zolfi, Yuval Elovici, Asaf Shabtai
Attacking Object Detector Using A Universal Targeted Label-Switch Patch. CoRR (2022)
Alon Zolfi, Shai Avidan, Yuval Elovici, Asaf Shabtai
Adversarial Mask: Real-World Universal Adversarial Attack on Face Recognition Models. ECML/PKDD (3) (2022)
Edita Grolman, Hodaya Binyamini, Asaf Shabtai, Yuval Elovici, Ikuya Morikawa, Toshiya Shimizu
HateVersarial: Adversarial Attack Against Hate Speech Detection Algorithms on Twitter. UMAP (2022)
Dudu Mimran, Ron Bitton, Yehonatan Kfir, Eitan Klevansky, Oleg Brodt, Heiko Lehmann, Yuval Elovici, Asaf Shabtai
Evaluating the Security of Open Radio Access Networks. CoRR (2022)
Ben Nassi, Jacob Shams, Lior Rokach, Yuval Elovici
Virtual Breathalyzer: Towards the Detection of Intoxication Using Motion Sensors of Commercial Wearable Devices. Sensors 22 (9) (2022)
Tom Mahler, Erez Shalom, Yuval Elovici, Yuval Shahar
A dual-layer context-based architecture for the detection of anomalous instructions sent to medical devices. Artif. Intell. Medicine 123 (2022)
Shai Cohen, Efrat Levy, Avi Shaked, Tair Cohen, Yuval Elovici, Asaf Shabtai
RadArnomaly: Protecting Radar Systems from Data Manipulation Attacks. Sensors 22 (11) (2022)
Yonatan Bitton, Nitzan Bitton Guetta, Ron Yosef, Yuval Elovici, Mohit Bansal, Gabriel Stanovsky, Roy Schwartz
WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models. NeurIPS (2022)
Efrat Levy, Ben Nassi, Raz Swissa, Yuval Elovici
EyeDAS: Securing Perception of Autonomous Cars Against the Stereoblindness Syndrome. CoRR (2022)
Nachiket Tapas, Sofia Belikovetsky, Francesco Longo, Antonio Puliafito, Asaf Shabtai, Yuval Elovici
3D Marketplace: Distributed Attestation of 3D Designs on Blockchain. SMARTCOMP (2022)
Barak Davidovich, Ben Nassi, Yuval Elovici
VISAS - Detecting GPS spoofing attacks against drones by analyzing camera's video stream. CoRR (2022)
Yael Mathov, Lior Rokach, Yuval Elovici
Enhancing real-world adversarial patches through 3D modeling of complex target scenes. Neurocomputing 499 (2022)
Amit Giloni, Edita Grolman, Yuval Elovici, Asaf Shabtai
FEPC: Fairness Estimation Using Prototypes and Critics for Tabular Data. ICPR (2022)
Dudu Mimran, Ron Bitton, Yehonatan Kfir, Eitan Klevansky, Oleg Brodt, Heiko Lehmann, Yuval Elovici, Asaf Shabtai
Security of Open Radio Access Networks. Comput. Secur. 122 (2022)
Yael Mathov, Tal Ben Senior, Asaf Shabtai, Yuval Elovici
Stop bugging me! Evading modern-day wiretapping using adversarial perturbations. Comput. Secur. 121 (2022)
Ben Nassi, Jacob Shams, Raz Ben-Netanel, Yuval Elovici
bAdvertisement: Attacking Advanced Driver-Assistance Systems Using Print Advertisements. EuroS&P Workshops (2022)
Barak Davidovich, Ben Nassi, Yuval Elovici
Towards the Detection of GPS Spoofing Attacks against Drones by Analyzing Camera's Video Stream. Sensors 22 (7) (2022)
Jacob Shams, Ben Nassi, Ikuya Morikawa, Toshiya Shimizu, Asaf Shabtai, Yuval Elovici
Seeds Don't Lie: An Adaptive Watermarking Framework for Computer Vision Models. CoRR (2022)
Penny Chong, Ngai-Man Cheung, Yuval Elovici, Alexander Binder
Toward Scalable and Unified Example-Based Explanation and Outlier Detection. IEEE Trans. Image Process. 31 (2022)
Alon Zolfi, Guy Amit, Amit Baras, Satoru Koda, Ikuya Morikawa, Yuval Elovici, Asaf Shabtai
YolOOD: Utilizing Object Detection Concepts for Out-of-Distribution Detection. CoRR (2022)
Dominik Breitenbacher, Ivan Homoliak, Yan Lin Aung, Yuval Elovici, Nils Ole Tippenhauer
HADES-IoT: A Practical and Effective Host-Based Anomaly Detection System for IoT Devices (Extended Version). IEEE Internet Things J. 9 (12) (2022)
Yushi Cao, David Berend, Palina Tolmach, Guy Amit, Moshe Levy, Yang Liu, Asaf Shabtai, Yuval Elovici
Fair and accurate age prediction using distribution aware data curation and augmentation. WACV (2022)
Ben Nassi, Jacob Shams, Raz Ben-Netanel, Yuval Elovici
bAdvertisement: Attacking Advanced Driver-Assistance Systems Using Print Advertisements. CoRR (2022)
Moshe Levy, Yuval Elovici, Yisroel Mirsky
Transferability Ranking of Adversarial Examples. CoRR (2022)
Yael Mathov, Eden Levy, Ziv Katzir, Asaf Shabtai, Yuval Elovici
Not all datasets are born equal: On heterogeneous tabular data and adversarial examples. Knowl. Based Syst. 242 (2022)
Bogdan Groza, Lucian Popa, Tudor Andreica, Pal-Stefan Murvay, Asaf Shabtai, Yuval Elovici
PanoptiCANs - Adversary-Resilient Architectures for Controller Area Networks. ESORICS (3) (2022)
Adriana Berdich, Bogdan Groza, Efrat Levy, Asaf Shabtai, Yuval Elovici, René Mayrhofer
Fingerprinting Smartphones Based on Microphone Characteristics From Environment Affected Recordings. IEEE Access 10 (2022)
Ron Bitton, Dan Avraham, Eitan Klevansky, Dudu Mimran, Oleg Brodt, Heiko Lehmann, Yuval Elovici, Asaf Shabtai
Adversarial Machine Learning Threat Analysis in Open Radio Access Networks. CoRR (2022)
Yonatan Bitton, Nitzan Bitton Guetta, Ron Yosef, Yuval Elovici, Mohit Bansal, Gabriel Stanovsky, Roy Schwartz
WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models. CoRR (2022)
Orly Stan, Ron Bitton, Michal Ezrets, Moran Dadon, Masaki Inokuchi, Yoshinobu Ohta, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai
Extending Attack Graphs to Represent Cyber-Attacks in Communication Protocols and Modern IT Networks. IEEE Trans. Dependable Secur. Comput. 19 (3) (2022)
Ben Nassi, Ras Swissa, Yuval Elovici, Boris Zadov
The Little Seal Bug: Optical Sound Recovery from Lightweight Reflective Objects. IACR Cryptol. ePrint Arch. 2022 (2022)
Moshe Levy, Guy Amit, Yuval Elovici, Yisroel Mirsky
The Security of Deep Learning Defences for Medical Imaging. CoRR (2022)
Ben Nassi, Yaron Pirutin, Jacob Shams, Raz Swissa, Yuval Elovici, Boris Zadov
Optical Speech Recovery From Desktop Speakers. Computer 55 (11) (2022)
Ron Bitton, Alon Malach, Amiel Meiseles, Satoru Momiyama, Toshinori Araki, Jun Furukawa, Yuval Elovici, Asaf Shabtai
Latent SHAP: Toward Practical Human-Interpretable Explanations. CoRR (2022)
Tom Mahler, Erez Shalom, Arnon Makori, Yuval Elovici, Yuval Shahar
A Cyber-Security Risk Assessment Methodology for Medical Imaging Devices: the Radiologists' Perspective. J. Digit. Imaging 35 (3) (2022)
Michael Fire, Rami Puzis, Dima Kagan, Yuval Elovici
Large-Scale Shill Bidder Detection in E-commerce. CoRR (2022)
Efrat Levy, Asaf Shabtai, Bogdan Groza, Pal-Stefan Murvay, Yuval Elovici
CAN-LOC: Spoofing Detection and Physical Intrusion Localization on an In-Vehicle CAN Bus Based on Deep Features of Voltage Signals. CoRR (2021)
Elior Nehemya, Yael Mathov, Asaf Shabtai, Yuval Elovici
Taking over the Stock Market: Adversarial Perturbations Against Algorithmic Traders. ECML/PKDD (4) (2021)
Ori Or-Meir, Aviad Cohen, Yuval Elovici, Lior Rokach, Nir Nissim
Pay Attention: Improving Classification of PE Malware Using Attention Mechanisms Based on System Call Analysis. IJCNN (2021)
Bogdan Groza, Lucian Popa, Pal-Stefan Murvay, Yuval Elovici, Asaf Shabtai
CANARY - a reactive defense mechanism for Controller Area Networks based on Active RelaYs. USENIX Security Symposium (2021)
Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach
Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain. ACM Comput. Surv. 54 (5) (2021)
Alon Zolfi, Moshe Kravchik, Yuval Elovici, Asaf Shabtai
The Translucent Patch: A Physical and Universal Attack on Object Detectors. CVPR (2021)
Ziv Katzir, Yuval Elovici
Who's Afraid of Adversarial Transferability? CoRR (2021)
Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, Yuval Elovici
FOOD: Fast Out-Of-Distribution Detector. IJCNN (2021)
Ben Nassi, Yaron Pirutin, Raz Swissa, Adi Shamir, Yuval Elovici, Boris Zadov
POSTER: Recovering Songs from a Hanging Light Bulb. CCS (2021)
Hodaya Binyamini, Ron Bitton, Masaki Inokuchi, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai
A Framework for Modeling Cyber Attack Techniques from Security Vulnerability Descriptions. KDD (2021)
Alon Zolfi, Shai Avidan, Yuval Elovici, Asaf Shabtai
Adversarial Mask: Real-World Adversarial Attack Against Face Recognition Models. CoRR (2021)
Jacob Gatlin, Sofia Belikovetsky, Yuval Elovici, Anthony Skjellum, Joshua Lubell, Paul Witherell, Mark Yampolskiy
Encryption is Futile: Reconstructing 3D-Printed Models Using the Power Side-Channel. RAID (2021)
Ziv Katzir, Yuval Elovici
Gradients Cannot Be Tamed: Behind the Impossible Paradox of Blocking Targeted Adversarial Attacks. IEEE Trans. Neural Networks Learn. Syst. 32 (1) (2021)
Raz Ben-Netanel, Ben Nassi, Adi Shamir, Yuval Elovici
Detecting Spying Drones. IEEE Secur. Priv. 19 (1) (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yuval Elovici