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Asaf Shabtai

  1. Dodging Attack Using Carefully Crafted Natural Makeup
    2021/09/14 by Nitzan Guetta, Asaf Shabtai, Guetta, Nitzan +7 · 5 voices · 1 citation
    #cs.CV #cs.CR #cs.LG
  2. LLMCloudHunter: Harnessing LLMs for Automated Extraction of Detection Rules from Cloud-Based CTI
    2024/07/06 by Yuval Schwartz, Schwartz, Yuval, Lavi Ben-Shimol +7 · 10 citations
    Computer Science · Decision Sciences · #Advanced Computational Techniques and Applications #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Data Quality and Management #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
  3. Detecting Cyberattacks in Industrial Control Systems Using Convolutional Neural Networks
    2018/06/21 by Moshe Kravchik, Asaf Shabtai, Kravchik, Moshe +1 · 3 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Smart Grid Security and Resilience
  4. Piping Botnet - Turning Green Technology into a Water Disaster
    2018/08/06 by Ben Nassi, Nassi, Ben, Moshe Sror +9 · 1 voice
    #cs.CR #cs.CY
  5. Detection of Unauthorized IoT Devices Using Machine Learning Techniques
    2017/09/14 by Yair Meidan, Meidan, Yair, Michael Bohadana +11 · 3 citations
    Computer Science · #Advanced Malware Detection Techniques #C.2.5 #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #H.2.8 #IoT and Edge/Fog Computing #K.6.5 #Network Security and Intrusion Detection
  6. Detection of Malicious and Low Throughput Data Exfiltration Over the DNS\n Protocol
    2017/09/25 by Asaf Nadler, Nadler, Asaf, A. N. Aminov +3 · 2 citations
    Computer Science · #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection #Spam and Phishing Detection
  7. Extending Attack Graphs to Represent Cyber-Attacks in Communication\n Protocols and Modern IT Networks
    2019/06/24 by Orly Stan, Stan, Orly, Ron Bitton +17 · 2 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information and Cyber Security #Network Security and Intrusion Detection #Service-Oriented Architecture and Web Services
  8. Taking Over the Stock Market: Adversarial Perturbations Against\n Algorithmic Traders
    2020/10/19 by Elior Nehemya, Nehemya, Elior, Yael Mathov +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Trading and Market Microstructure (q-fin.TR)
  9. GenKubeSec: LLM-Based Kubernetes Misconfiguration Detection, Localization, Reasoning, and Remediation
    2024/05/30 by Ehud Malul, Yair Meidan, Malul, Ehud +7 · 5 citations
    Materials Science · Computer Science · #Machine Learning in Materials Science #Graph Theory and Algorithms
  10. The Translucent Patch: A Physical and Universal Attack on Object\n Detectors
    2020/12/23 by Alon Zolfi, Moshe Kravchik, Zolfi, Alon +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security
  11. Efficient Cyber Attacks Detection in Industrial Control Systems Using\n Lightweight Neural Networks and PCA
    2019/07/02 by Moshe Kravchik, Asaf Shabtai, Kravchik, Moshe +1 · 2 citations
    Computer Science · Engineering · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Electrostatic Discharge in Electronics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Smart Grid Security and Resilience
  12. Using LSTM Encoder-Decoder Algorithm for Detecting Anomalous ADS-B\n Messages
    2017/11/28 by Edan Habler, Habler, Edan, Asaf Shabtai +1 · 1 citation
    Computer Science · Engineering · #Air Traffic Management and Optimization #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection
  13. Analysis of Location Data Leakage in the Internet Traffic of Android-based Mobile Devices
    2018/12/12 by Nir Sivan, Ron Bitton, Sivan, Nir +3 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Caching and Content Delivery #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Web Data Mining and Analysis
  14. SoK - Security and Privacy in the Age of Drones: Threats, Challenges, Solution Mechanisms, and Scientific Gaps
    2019/03/12 by Ben Nassi, Nassi, Ben, Asaf Shabtai +5 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #UAV Applications and Optimization
  15. VizADS-B: Analyzing Sequences of ADS-B Images Using Explainable Convolutional LSTM Encoder-Decoder to Detect Cyber Attacks
    2019/06/19 by Sefi Akerman, Edan Habler, Akerman, Sefi +3 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Smart Grid Security and Resilience
  16. Dynamic Adversarial Patch for Evading Object Detection Models
    2020/10/25 by Shahar Hoory, Tzvika Shapira, Hoory, Shahar +5 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #Advanced Optical Sensing Technologies #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. CodeCloak: A Method for Evaluating and Mitigating Code Leakage by LLM Code Assistants
    2024/04/13 by Avishag Shapira, Noah, Amit Finkman, Shapira, Avishag +8 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Security and Verification in Computing #Software Engineering Research
  18. Detection of Compromised Functions in a Serverless Cloud Environment
    2024/08/05 by Danielle Lavi, Oleg Brodt, Lavi, Danielle +7 · 1 citation
    Computer Science · #Cloud Computing and Resource Management #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Software System Performance and Reliability
  19. RuleGenie: SIEM Detection Rule Set Optimization
    2025/05/10 by Parth Atulbhai Gandhi, Shukla, Akansha, Yuval Elovici +4 · 2 citations
    Computer Science · #Information and Cyber Security #Software System Performance and Reliability #Network Security and Intrusion Detection
  20. Rule-ATT&CK Mapper (RAM): Mapping SIEM Rules to TTPs Using LLMs
    2025/02/04 by Prasanna N. Wudali, Wudali, Prasanna N., Moshe Kravchik +9 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Natural Language Processing Techniques
  21. Data Leakage Prevention in Agentic Applications via Preemptive Hardening
    2026/07/21 by Akansha Shukla, Emily Bellov, Parth Atulbhai Gandhi +2
    #cs.CR #cs.AI
  22. (EC)2: Event-Centric Explainability for Cybersecurity Through Multi-Agent LLM Investigations
    2026/07/28 by Neta Kirmayer, David Tayouri, Andrés Murillo +3
    Computer Science · #cs.AI #cs.CR