Asaf Shabtai

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 227

Top Venues

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)
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)
Orel Lavie, Asaf Shabtai, Gilad Katz
Cost effective transfer of reinforcement learning policies. Expert Syst. Appl. 237 (Part A) (2024)
Daniel Nahmias, Gal Engelberg, Dan Klein, Asaf Shabtai
Prompted Contextual Vectors for Spear-Phishing Detection. CoRR (2024)
Edan Habler, Ron Bitton, Asaf Shabtai
Assessing Aircraft Security: A Comprehensive Survey and Methodology for Evaluation. ACM Comput. Surv. 56 (4) (2024)
Shoham Hanina, Alon Zolfi, Yuval Elovici, Asaf Shabtai
Universal Adversarial Attack Against Speaker Recognition Models. ICASSP (2024)
Ofir Moshe, Gil Fidel, Ron Bitton, Asaf Shabtai
Improving interpretability via regularization of neural activation sensitivity. Mach. Learn. 113 (9) (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)
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)
Amit Baras, Alon Zolfi, Yuval Elovici, Asaf Shabtai
QuantAttack: Exploiting Dynamic Quantization to Attack Vision Transformers. CoRR (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)
David Tayouri, Telem Nachum, Asaf Shabtai
MIRAGE: Multi-Binary Image Risk Assessment with Attack Graph Employment. CoRR (2023)
Natan Semyonov, Rami Puzis, Asaf Shabtai, Gilad Katz
ReMark: Receptive Field based Spatial WaterMark Embedding Optimization using Deep Network. CoRR (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)
Yair Meidan, Dan Avraham, Hanan Libhaber, Asaf Shabtai
CADeSH: Collaborative Anomaly Detection for Smart Homes. IEEE Internet Things J. 10 (10) (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)
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)
Yair Meidan, Dan Avraham, Hanan Libhaber, Asaf Shabtai
CADeSH: Collaborative Anomaly Detection for Smart Homes. 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)
Ofir Cohen, Ron Bitton, Asaf Shabtai, Rami Puzis
ConGISATA: A Framework for Continuous Gamified Information Security Awareness Training and Assessment. ESORICS (3) (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, 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)
Yizhak Vaisman, Gilad Katz, Yuval Elovici, Asaf Shabtai
Detecting Anomalous Network Communication Patterns Using Graph Convolutional Networks. CoRR (2023)
Yarin Ozery, Asaf Nadler, Asaf Shabtai
Information-Based Heavy Hitters for Real-Time DNS Data Exfiltration Detection and Prevention. CoRR (2023)
Yair Meidan, Daniel Benatar, Ron Bitton, Dan Avraham, Asaf Shabtai
D-Score: An expert-based method for assessing the detectability of IoT-related cyber-attacks. Comput. Secur. 126 (2023)
Yair Meidan, Daniel Benatar, Ron Bitton, Dan Avraham, Asaf Shabtai
D-Score: An Expert-Based Method for Assessing the Detectability of IoT-Related Cyber-Attacks. CoRR (2023)
David Tayouri, Nick Baum, Asaf Shabtai, Rami Puzis
A Survey of MulVAL Extensions and Their Attack Scenarios Coverage. IEEE Access 11 (2023)
Avishag Shapira, Alon Zolfi, Luca Demetrio, Battista Biggio, Asaf Shabtai
Phantom Sponges: Exploiting Non-Maximum Suppression to Attack Deep Object Detectors. WACV (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)
Avishag Shapira, Alon Zolfi, Luca Demetrio, Battista Biggio, Asaf Shabtai
Denial-of-Service Attack on Object Detection Model Using Universal Adversarial Perturbation. CoRR (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)
Yoni Birman, Shaked Hindi, Gilad Katz, Asaf Shabtai
Cost-effective ensemble models selection using deep reinforcement learning. Inf. Fusion 77 (2022)
Edita Grolman, Dvir Cohen, Tatiana Frenklach, Asaf Shabtai, Rami Puzis
How and when to stop the co-training process. Expert Syst. Appl. 187 (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)
Orel Lavie, Asaf Shabtai, Gilad Katz
A Transferable and Automatic Tuning of Deep Reinforcement Learning for Cost Effective Phishing Detection. 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)
Ofir Moshe, Gil Fidel, Ron Bitton, Asaf Shabtai
Improving Interpretability via Regularization of Neural Activation Sensitivity. CoRR (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)
Adir Solomon, Michael Michaelshvili, Ron Bitton, Bracha Shapira, Lior Rokach, Rami Puzis, Asaf Shabtai
Contextual security awareness: A context-based approach for assessing the security awareness of users. Knowl. Based Syst. 246 (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)
Asaf Nadler, Ron Bitton, Oleg Brodt, Asaf Shabtai
On the vulnerability of anti-malware solutions to DNS attacks. Comput. Secur. 116 (2022)
Nachiket Tapas, Sofia Belikovetsky, Francesco Longo, Antonio Puliafito, Asaf Shabtai, Yuval Elovici
3D Marketplace: Distributed Attestation of 3D Designs on Blockchain. SMARTCOMP (2022)
Amit Giloni, Edita Grolman, Yuval Elovici, Asaf Shabtai
FEPC: Fairness Estimation Using Prototypes and Critics for Tabular Data. ICPR (2022)
Moshe Kravchik, Asaf Shabtai
Efficient Cyber Attack Detection in Industrial Control Systems Using Lightweight Neural Networks and PCA. IEEE Trans. Dependable Secur. Comput. 19 (4) (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)
Edan Habler, Asaf Shabtai
Analyzing Sequences of Airspace States to Detect Anomalous Traffic Conditions. IEEE Trans. Aerosp. Electron. Syst. 58 (3) (2022)
Edan Habler, Ron Bitton, Asaf Shabtai
Evaluating the Security of Aircraft Systems. CoRR (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)
David Tayouri, Nick Baum, Asaf Shabtai, Rami Puzis
A Survey of MulVAL Extensions and Their Attack Scenarios Coverage. CoRR (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)
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)
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)
Moshe Kravchik, Luca Demetrio, Battista Biggio, Asaf Shabtai
Practical Evaluation of Poisoning Attacks on Online Anomaly Detectors in Industrial Control Systems. Comput. Secur. 122 (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)
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)
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)
Yair Allouche, Nachiket Tapas, Francesco Longo, Asaf Shabtai, Yaron Wolfsthal
TRADE: TRusted Anonymous Data Exchange: Threat Sharing Using Blockchain Technology. CoRR (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)
Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, Yuval Elovici
FOOD: Fast Out-Of-Distribution Detector. IJCNN (2021)
Lital Badash, Nachiket Tapas, Asaf Nadler, Francesco Longo, Asaf Shabtai
Blockchain-based bug bounty framework. SAC (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)
Shimon Harush, Yair Meidan, Asaf Shabtai
DeepStream: autoencoder-based stream temporal clustering. SAC (2021)
Alon Zolfi, Shai Avidan, Yuval Elovici, Asaf Shabtai
Adversarial Mask: Real-World Adversarial Attack Against Face Recognition Models. CoRR (2021)
Shimon Harush, Yair Meidan, Asaf Shabtai
DeepStream: Autoencoder-based stream temporal clustering and anomaly detection. Comput. Secur. 106 (2021)
Ron Bitton, Asaf Shabtai
A Machine Learning-Based Intrusion Detection System for Securing Remote Desktop Connections to Electronic Flight Bag Servers. IEEE Trans. Dependable Secur. Comput. 18 (3) (2021)
Tatiana Frenklach, Dvir Cohen, Asaf Shabtai, Rami Puzis
Android malware detection via an app similarity graph. Comput. Secur. 109 (2021)
Nir Regev, Lior Rokach, Asaf Shabtai
Approximating Aggregated SQL Queries with LSTM Networks. IJCNN (2021)
Yoni Birman, Ziv Ido, Gilad Katz, Asaf Shabtai
Hierarchical Deep Reinforcement Learning Approach for Multi-Objective Scheduling With Varying Queue Sizes. IJCNN (2021)
Yael Daihes, Hen Tzaban, Asaf Nadler, Asaf Shabtai
MORTON: Detection of Malicious Routines in Large-Scale DNS Traffic. ESORICS (1) (2021)
Orly Stan, Ron Bitton, Michal Ezrets, Moran Dadon, Masaki Inokuchi, Yoshinobu Ohta, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai
Heuristic Approach for Countermeasure Selection Using Attack Graphs. CSF (2021)
Guy Amit, Asaf Shabtai, Yuval Elovici
A Self-Healing Mechanism for Internet of Things Devices. IEEE Secur. Priv. 19 (1) (2021)
Yam Sharon, David Berend, Yang Liu, Asaf Shabtai, Yuval Elovici
TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack. CoRR (2021)
Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach
Sequence Squeezing: A Defense Method Against Adversarial Examples for API Call-Based RNN Variants. IJCNN (2021)
Shai Cohen, Efrat Levy, Avi Shaked, Tair Cohen, Yuval Elovici, Asaf Shabtai
RadArnomaly: Protecting Radar Systems from Data Manipulation Attacks. CoRR (2021)
Ron Bitton, Nadav Maman, Inderjeet Singh, Satoru Momiyama, Yuval Elovici, Asaf Shabtai
A Framework for Evaluating the Cybersecurity Risk of Real World, Machine Learning Production Systems. CoRR (2021)
Moshe Kravchik, Battista Biggio, Asaf Shabtai
Poisoning attacks on cyber attack detectors for industrial control systems. SAC (2021)
Asaf Nadler, Ron Bitton, Oleg Brodt, Asaf Shabtai
On The Vulnerability of Anti-Malware Solutions to DNS Attacks. CoRR (2021)
Nitzan Guetta, Asaf Shabtai, Inderjeet Singh, Satoru Momiyama, Yuval Elovici
Dodging Attack Using Carefully Crafted Natural Makeup. CoRR (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Asaf Shabtai