| 2026 | AsiaCCS | ATAG: AI-Agent Application Threat Assessment with Attack Graphs. | Parth Atulbhai Gandhi, David Tayouri, Akansha Shukla, Beni Ifland, Yuval Elovici, Rami Puzis, Asaf Shabtai |
| 2026 | AsiaCCS | Mind the Web: The Security of Web Use Agents. | Avishag Shapira, Parth Atulbhai Gandhi, Idan Habler, Asaf Shabtai |
| 2026 | DBSEC | SecMate: Multi-agent Adaptive Cybersecurity Troubleshooting with Tri-Context Personalization. | Yair Meidan, Omri Haller, Yulia Moshan, Shahaf David, Dudu Mimran, Yuval Elovici, Asaf Shabtai |
| 2026 | ICPR | TuneMIA: Membership Inference Attack on Latent Diffusion Models. | Noam Azulay, Idan Habler, Asaf Shabtai, Yuval Elovici |
| 2026 | ICPR | ICAN: Information Capacity Approximate Network for Estimating Regression Model Confidence. | Shuki Zanyovka, Nir Regev, Asaf Shabtai |
| 2026 | ICST | TSV: Training Set Verification - Detection of Unauthorized Data Additions to the Training Set of Machine Learning Models Using Out-of-Distribution Technique. | Ido Hersko, Edita Grolman, Yitschak Cahana, Asaf Shabtai, Yuval Elovici |
| 2026 | ICST | Feature Masking Isn't Enough: Auxiliary-Data Membership Inference on Tabular Models with Missing Features. | Elran Oren, Ido Hersko, Yitschak Cahana, Asaf Shabtai, Yuval Elovici |
| 2026 | IUI | ImpReSS: Designing and Evaluating a Lightweight Implicit Recommender System in Conversational Support Agents. | Omri Haller, Yair Meidan, Dudu Mimran, Yuval Elovici, Asaf Shabtai |
| 2026 | SAC | Toward Enumeration of Common Operational Processes: The Water Sector. | Javier Roasso, Jaidip Kotak, Aviad Elyashar, Robert Moskovitch, Asaf Shabtai, Rami Puzis |
| 2025 | AAAI | KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models. | Yarin Yerushalmi Levi, Edita Grolman, Idan Yankelev, Amit Giloni, Omer Hofman, Toshiya Shimizu, Asaf Shabtai, Yuval Elovici |
| 2025 | AAAI | DOMBA: Double Model Balancing for Access-Controlled Language Models via Minimum-Bounded Aggregation. | Tom Segal, Asaf Shabtai, Yuval Elovici |
| 2025 | ACL | DIESEL: A Lightweight Inference-Time Safety Enhancement for Language Models. | Ben Ganon, Alon Zolfi, Omer Hofman, Inderjeet Singh, Hisashi Kojima, Yuval Elovici, Asaf Shabtai |
| 2025 | ACSAC | IntelForge: Multi-Agent LLM Framework for Cyber Threat Intelligence Enrichment. | Noam Tarshish, Daniel Hodisan, Asaf Shabtai |
| 2025 | CVPR | Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models. | Daniel Samira, Edan Habler, Yuval Elovici, Asaf Shabtai |
| 2025 | DATA | IDAT: An Interactive Data Exploration Tool. | Nir Regev, Asaf Shabtai, Lior Rokach |
| 2025 | DIMVA | Domain Name Encryption Does Not Ensure Privacy: Website Fingerprinting Attack With Only a Few Samples Using Siamese Network. | Neriya Mazzuz, Asaf Shabtai |
| 2025 | ECAI | Multi-Feature Membership Analysis for Tabular Regression Models: Towards Data Sovereignty. | Yitschak Cahana, Ido Hersko, Noa Wegerhoff, Yuval Elovici, Asaf Shabtai |
| 2025 | ECAI | CodeCloak: A Method for Mitigating Code Leakage by LLM Code Assistants. | Amit Finkman Noah, Avishag Shapira, Eden Bar-Kochva, Inbar Maimon, Dudu Mimran, Yuval Elovici, Asaf Shabtai |
| 2025 | EMNLP | Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack. | Sagiv Antebi, Edan Habler, Asaf Shabtai, Yuval Elovici |
| 2025 | ICML | Gradient Inversion of Multimodal Models. | Omri Ben Hemo, Alon Zolfi, Oryan Yehezkel, Omer Hofman, Roman Vainshtein, Hisashi Kojima, Yuval Elovici, Asaf Shabtai |
| 2025 | WWW | LLMCloudHunter: Harnessing LLMs for Automated Extraction of Detection Rules from Cloud-Based CTI. | Yuval Schwartz, Lavi Ben-Shimol, Dudu Mimran, Yuval Elovici, Asaf Shabtai |
| 2025 | WACV | QuantAttack: Exploiting Quantization Techniques to Attack Vision Transformers. | Amit Baras, Alon Zolfi, Yuval Elovici, Asaf Shabtai |
| 2025 | WACV | DiL: An Explainable and Practical Metric for Abnormal Uncertainty in Object Detection. | Amit Giloni, Omer Hofman, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai |
| 2024 | BMVC | ATLANTIS: A Framework for Automated Targeted Language-guided Augmentation Training for Robust Image Search. | Inderjeet Singh, Roman Vainshtein, Alon Zolfi, Asaf Shabtai, Tu Bui, Jonathan Brokman, Omer Hofman, Fumiyoshi Kasahara, Kentaro Tsuji, Hisashi Kojima |
| 2024 | CCGRID | SMART: Serverless Module Analysis and Recognition Technique for Managed Applications. | Adi Ashkenazi, Edita Grolman, Aviad Elyashar, Dudu Mimran, Oleg Brodt, Yuval Elovici, Asaf Shabtai |
| 2024 | CVPR | YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection. | Alon Zolfi, Guy Amit, Amit Baras, Satoru Koda, Ikuya Morikawa, Yuval Elovici, Asaf Shabtai |
| 2024 | ECAI | DataDetective: Dataset Watermarking for Leaker Identification in ML Training. | Noa Wegerhoff, Avishag Shapira, Yuval Elovici, Asaf Shabtai |
| 2024 | ECCV | MONTRAGE: Monitoring Training for Attribution of Generative Diffusion Models. | Jonathan Brokman, Omer Hofman, Roman Vainshtein, Amit Giloni, Toshiya Shimizu, Inderjeet Singh, Oren Rachmil, Alon Zolfi, Asaf Shabtai, Yuki Unno, Hisashi Kojima |
| 2024 | ECCV | AdversariaLeak: External Information Leakage Attack Using Adversarial Samples on Face Recognition Systems. | Roye Katzav, Amit Giloni, Edita Grolman, Hiroo Saito, Tomoyuki Shibata, Tsukasa Omino, Misaki Komatsu, Yoshikazu Hanatani, Yuval Elovici, Asaf Shabtai |
| 2024 | ICASSP | Universal Adversarial Attack Against Speaker Recognition Models. | Shoham Hanina, Alon Zolfi, Yuval Elovici, Asaf Shabtai |
| 2024 | IJCNN | Query-Based External Information Leakage Attacks on Face Recognition Models. | Edita Grolman, Amit Giloni, Ryuta Kremer, Hiroo Saito, Tomoyuki Shibata, Tsukasa Omino, Misaki Komatsu, Yoshikazu Hanatani, Asaf Shabtai, Yuval Elovici |
| 2024 | IJCNN | STFL: Utilizing a Semi-Supervised, Transfer-Learning, Federated-Learning Approach to Detect Phishing URL Attacks. | Ido Sakazi, Edita Grolman, Yuval Elovici, Asaf Shabtai |
| 2024 | IWCMC | Simultaneous Transmission and Null Space Tracking Using Interference Feedback for Spatial Division Multiple Access. | Shuki Zanyovka, Asaf Shabtai |
| 2024 | NDSS | Information Based Heavy Hitters for Real-Time DNS Data Exfiltration Detection. | Yarin Ozery, Asaf Nadler, Asaf Shabtai |
| 2024 | SAC | Secure Crowdsource-Based Open-Source Code Verification (SC)^2V. | Mor Nahum, Edita Grolman, Inbar Maimon, Dudu Mimran, Oleg Brodt, Aviad Elyashar, Yuval Elovici, Asaf Shabtai |
| 2023 | ESORICS | ConGISATA: A Framework for Continuous Gamified Information Security Awareness Training and Assessment. | Ofir Cohen, Ron Bitton, Asaf Shabtai, Rami Puzis |
| 2023 | IJCNN | Pros and Cons of Weight Pruning for Out-of-Distribution Detection: An Empirical Survey. | Satoru Koda, Alon Zolfi, Edita Grolman, Asaf Shabtai, Ikuya Morikawa, Yuval Elovici |
| 2023 | PST | Risk Oriented Resource Allocation in Robotic Swarm. | Yakov Mallah, Yuval Elovici, Asaf Shabtai |
| 2023 | WACV | Phantom Sponges: Exploiting Non-Maximum Suppression to Attack Deep Object Detectors. | Avishag Shapira, Alon Zolfi, Luca Demetrio, Battista Biggio, Asaf Shabtai |
| 2022 | DIMVA | Prioritizing Antivirus Alerts on Internal Enterprise Machines. | Shay Sakazi, Yuval Elovici, Asaf Shabtai |
| 2022 | ESORICS | PanoptiCANs - Adversary-Resilient Architectures for Controller Area Networks. | Bogdan Groza, Lucian Popa, Tudor Andreica, Pal-Stefan Murvay, Asaf Shabtai, Yuval Elovici |
| 2022 | ICPR | FEPC: Fairness Estimation Using Prototypes and Critics for Tabular Data. | Amit Giloni, Edita Grolman, Yuval Elovici, Asaf Shabtai |
| 2022 | WACV | Fair and accurate age prediction using distribution aware data curation and augmentation. | Yushi Cao, David Berend, Palina Tolmach, Guy Amit, Moshe Levy, Yang Liu, Asaf Shabtai, Yuval Elovici |
| 2022 | SmartComp | 3D Marketplace: Distributed Attestation of 3D Designs on Blockchain. | Nachiket Tapas, Sofia Belikovetsky, Francesco Longo, Antonio Puliafito, Asaf Shabtai, Yuval Elovici |
| 2021 | CVPR | The Translucent Patch: A Physical and Universal Attack on Object Detectors. | Alon Zolfi, Moshe Kravchik, Yuval Elovici, Asaf Shabtai |
| 2021 | ESORICS | MORTON: Detection of Malicious Routines in Large-Scale DNS Traffic. | Yael Daihes, Hen Tzaban, Asaf Nadler, Asaf Shabtai |
| 2021 | IJCNN | FOOD: Fast Out-Of-Distribution Detector. | Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, Yuval Elovici |
| 2021 | IJCNN | Hierarchical Deep Reinforcement Learning Approach for Multi-Objective Scheduling With Varying Queue Sizes. | Yoni Birman, Ziv Ido, Gilad Katz, Asaf Shabtai |
| 2021 | IJCNN | Approximating Aggregated SQL Queries with LSTM Networks. | Nir Regev, Lior Rokach, Asaf Shabtai |
| 2021 | IJCNN | Sequence Squeezing: A Defense Method Against Adversarial Examples for API Call-Based RNN Variants. | Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach |
| 2021 | KDD | A Framework for Modeling Cyber Attack Techniques from Security Vulnerability Descriptions. | Hodaya Binyamini, Ron Bitton, Masaki Inokuchi, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai |
| 2021 | SAC | Blockchain-based bug bounty framework. | Lital Badash, Nachiket Tapas, Asaf Nadler, Francesco Longo, Asaf Shabtai |
| 2021 | SAC | DeepStream: autoencoder-based stream temporal clustering. | Shimon Harush, Yair Meidan, Asaf Shabtai |
| 2021 | SAC | Poisoning attacks on cyber attack detectors for industrial control systems. | Moshe Kravchik, Battista Biggio, Asaf Shabtai |
| 2021 | SP | SoK: Security and Privacy in the Age of Commercial Drones. | Ben Nassi, Ron Bitton, Ryusuke Masuoka, Asaf Shabtai, Yuval Elovici |
| 2020 | ACSAC | Query-Efficient Black-Box Attack Against Sequence-Based Malware Classifiers. | Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach |
| 2020 | CCGRID | Cost-Effective Malware Detection as a Service Over Serverless Cloud Using Deep Reinforcement Learning. | Yoni Birman, Shaked Hindi, Gilad Katz, Asaf Shabtai |
| 2020 | CHI | Evaluating the Information Security Awareness of Smartphone Users. | Ron Bitton, Kobi Boymgold, Rami Puzis, Asaf Shabtai |
| 2020 | CIKM | Helix: DGA Domain Embeddings for Tracking and Exploring Botnets. | Lior Sidi, Yisroel Mirsky, Asaf Nadler, Yuval Elovici, Asaf Shabtai |
| 2020 | DBSEC | PUA Detection Based on Bundle Installer Characteristics. | Amir Lukach, Ehud Gudes, Asaf Shabtai |
| 2020 | ESORICS | DANTE: A Framework for Mining and Monitoring Darknet Traffic. | Dvir Cohen, Yisroel Mirsky, Manuel Kamp, Tobias Martin, Yuval Elovici, Rami Puzis, Asaf Shabtai |
| 2020 | IJCNN | When Explainability Meets Adversarial Learning: Detecting Adversarial Examples using SHAP Signatures. | Gil Fidel, Ron Bitton, Asaf Shabtai |
| 2019 | CCS | AISec'19: 12th ACM Workshop on Artificial Intelligence and Security. | Sadia Afroz, Battista Biggio, Nicholas Carlini, Yuval Elovici, Asaf Shabtai |
| 2019 | CCS | Security Analysis of Radar Systems. | Shai Cohen, Tomer Gluck, Yuval Elovici, Asaf Shabtai |
| 2019 | CCS | Design Procedure of Knowledge Base for Practical Attack Graph Generation. | Masaki Inokuchi, Yoshinobu Ohta, Shunichi Kinoshita, Tomohiko Yagyu, Orly Stan, Ron Bitton, Yuval Elovici, Asaf Shabtai |
| 2019 | RAID | Analysis of Location Data Leakage in the Internet Traffic of Android-based Mobile Devices. | Nir Sivan, Ron Bitton, Asaf Shabtai |
| 2018 | CCS | 11th International Workshop on Artificial Intelligence and Security (AISec 2018). | Sadia Afroz, Battista Biggio, Yuval Elovici, David Freeman, Asaf Shabtai |
| 2018 | CCS | Detecting Cyber Attacks in Industrial Control Systems Using Convolutional Neural Networks. | Moshe Kravchik, Asaf Shabtai |
| 2018 | CCS | Session details: AI for Detecting Software Vulnerabilities. | Asaf Shabtai |
| 2018 | CCS | Session details: AI for Detecting Attacks. | Asaf Shabtai |
| 2018 | ESORICS | Deriving a Cost-Effective Digital Twin of an ICS to Facilitate Security Evaluation. | Ron Bitton, Tomer Gluck, Orly Stan, Masaki Inokuchi, Yoshinobu Ohta, Yoshiyuki Yamada, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai |
| 2018 | ESORICS | On the Security of MIL-STD-1553 Communication Bus. | Orly Stan, Adi Cohen, Yuval Elovici, Asaf Shabtai |
| 2018 | NDSS | Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection. | Yisroel Mirsky, Tomer Doitshman, Yuval Elovici, Asaf Shabtai |
| 2018 | RAID | Generic Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers. | Ishai Rosenberg, Asaf Shabtai, Lior Rokach, Yuval Elovici |
| 2018 | SAC | Leaking data from enterprise networks using a compromised smartwatch device. | Shachar Siboni, Asaf Shabtai, Yuval Elovici |
| 2017 | CCS | SIPHON: Towards Scalable High-Interaction Physical Honeypots. | Juan David Guarnizo, Amit Tambe, Suman Sankar Bhunia, Martn Ochoa, Nils Ole Tippenhauer, Asaf Shabtai, Yuval Elovici |
| 2017 | CCS | Let the Cat Out of the Bag: A Holistic Approach Towards Security Analysis of the Internet of Things. | Vinay Sachidananda, Shachar Siboni, Asaf Shabtai, Jinghui Toh, Suhas Bhairav, Yuval Elovici |
| 2017 | SAC | ProfilIoT: a machine learning approach for IoT device identification based on network traffic analysis. | Yair Meidan, Michael Bohadana, Asaf Shabtai, Juan David Guarnizo, Martn Ochoa, Nils Ole Tippenhauer, Yuval Elovici |
| 2016 | CCS | SherLock vs Moriarty: A Smartphone Dataset for Cybersecurity Research. | Yisroel Mirsky, Asaf Shabtai, Lior Rokach, Bracha Shapira, Yuval Elovici |
| 2016 | CCS | POSTER: Towards Exposing Internet of Things: A Roadmap. | Vinay Sachidananda, Jinghui Toh, Shachar Siboni, Asaf Shabtai, Yuval Elovici |
| 2016 | MSWIM | Neighbor Contamination to Achieve Complete Bottleneck Control. | Nadav Schweitzer, Ariel Stulman, Asaf Shabtai |
| 2015 | ICSE | Sensor-Based Approach for Predicting Departure Time of Smartphone Users. | Ron Biton, Gilad Katz, Asaf Shabtai |
| 2015 | ICSE | Noise Reduction of Mobile Sensors Data in the Prediction of Demographic Attributes. | Itay Hazan, Asaf Shabtai |
| 2015 | ISM | Towards Security of Native DRM Execution in HTML5. | David Livshits, Alexandra Mikityuk, Stefan Pham, Asaf Shabtai |
| 2014 | CCS | POSTER: Misuseablity Analysis for IT Infrastructure. | Asaf Shabtai, Yuval Elovici |
| 2014 | ISI | ALPD: Active Learning Framework for Enhancing the Detection of Malicious PDF Files. | Nir Nissim, Aviad Cohen, Robert Moskovitch, Asaf Shabtai, Mattan Edry, Oren Bar-Ad, Yuval Elovici |
| 2013 | BigData | IP2User - Identifying the Username of an IP Address in Network-Related Events. | Asaf Shabtai, Idan Morad, Eyal Kolman, Ereli Eran, Alex Vaystikh, Eyal Gruss, Lior Rokach, Yuval Elovici |
| 2013 | CCS | Detecting malware through temporal function-based features. | Eitan Menahem, Asaf Shabtai, Adi Levhar |
| 2012 | ICDM | ConfDTree: Improving Decision Trees Using Confidence Intervals. | Gilad Katz, Asaf Shabtai, Lior Rokach, Nir Ofek |
| 2011 | CCS | Poster: applying unsupervised context-based analysis for detecting unauthorized data disclosure. | Ma'ayan Gafny, Asaf Shabtai, Lior Rokach, Yuval Elovici |
| 2011 | ISI | HoneyGen: An automated honeytokens generator. | Maya Bercovitch, Meir Renford, Lior Hasson, Asaf Shabtai, Lior Rokach, Yuval Elovici |
| 2011 | ISI | Dynamic Sensitivity-Based Access Control. | Amir Harel, Asaf Shabtai, Lior Rokach, Yuval Elovici |
| 2011 | ISI | Analyzing group communication for preventing data leakage via email. | Polina Zilberman, Shlomi Dolev, Gilad Katz, Yuval Elovici, Asaf Shabtai |
| 2010 | CCS | Detecting data misuse by applying context-based data linkage. | Ma'ayan Gafny, Asaf Shabtai, Lior Rokach, Yuval Elovici |
| 2010 | CCS | M-score: estimating the potential damage of data leakage incident by assigning misuseability weight. | Amir Harel, Asaf Shabtai, Lior Rokach, Yuval Elovici |
| 2010 | CIS | Automated Static Code Analysis for Classifying Android Applications Using Machine Learning. | Asaf Shabtai, Yuval Fledel, Yuval Elovici |
| 2010 | MDM | Malware Detection on Mobile Devices. | Asaf Shabtai |
| 2009 | RAID | Detection, Alert and Response to Malicious Behavior in Mobile Devices: Knowledge-Based Approach. | Asaf Shabtai, Uri Kanonov, Yuval Elovici |
| 2007 | KI | Applying Machine Learning Techniques for Detection of Malicious Code in Network Traffic. | Yuval Elovici, Asaf Shabtai, Robert Moskovitch, Gil Tahan, Chanan Glezer |
| 2006 | VizSec | An intelligent, interactive tool for exploration and visualization of time-oriented security data. | Asaf Shabtai, Denis Klimov, Yuval Shahar, Yuval Elovici |