Yuval Elovici

Ben-Gurion University of the Negev — Israel

Computer Science · Physical Sciences

63h-index16.6kcitations654works1.82yr avg
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Research Topics

Advanced Malware Detection Techniques(243), Network Security and Intrusion Detection(232), Adversarial Robustness in Machine Learning(97), Anomaly Detection Techniques and Applications(95), Internet Traffic Analysis and Secure E-voting(88)

Publications654 total

Towards an End-to-End (E2E) Adversarial Learning and Application in the Physical World
Journal of Cybersecurity and Privacy·2025Open Access
CodeCloak: A Method for Mitigating Code Leakage by LLM Code Assistants
Frontiers in artificial intelligence and applications·2025· 1 citedOpen Access
Multi-Feature Membership Analysis for Tabular Regression Models: Towards Data Sovereignty
Frontiers in artificial intelligence and applications·2025Open Access
Addressing key challenges of adversarial attacks and defenses in the tabular domain: A methodological framework for coherence and consistency
Applied Soft Computing·2025
RAPID: Robust APT detection and investigation using context-aware deep learning
Computer Networks·2025· 4 cited
MIA-EPT: Membership Inference Attack via Error Prediction for Tabular Data
arXiv (Cornell University)·2025Open Access
SoK: Cybersecurity Assessment of Humanoid Ecosystem
arXiv (Cornell University)·2025Open Access
Toward practical human-interpretable explanations
Machine Learning·2025Open Access
LumiMAS: A Comprehensive Framework for Real-Time Monitoring and Enhanced Observability in Multi-Agent Systems
arXiv (Cornell University)·2025Open Access
Observability and Incident Response in Managed Serverless Environments Using Ontology-Based Log Monitoring
IEEE Transactions on Cloud Computing·2025· 1 cited
Threat impact analysis of man-in-the-middle attacks on delay-based geolocation on the internet
Computer Networks·2025· 1 cited
A Reproducible and Open-Source Testbed for Satellite Cybersecurity
2025Open Access
Tab-MIA: A Benchmark Dataset for Membership Inference Attacks on Tabular Data in LLMs
arXiv (Cornell University)·2025Open Access
GeNet: A Multimodal LLM-Based Co-Pilot for Network Topology and Configuration
2025· 2 cited
Robust Vulnerability Detection across Compilations: LLVM-IR vs. Assembly with Transformer Model
Proceedings of the ACM on software engineering.·2025
LexiMark: Robust Watermarking via Lexical Substitutions to Enhance Membership Verification of an LLM's Textual Training Data
arXiv (Cornell University)·2025Open Access
ImpReSS: Implicit Recommender System for Support Conversations
arXiv (Cornell University)·2025Open Access
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users
arXiv (Cornell University)·2025Open Access
Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models
2025
Using image conversion techniques to detect adversarial examples in machine learning models for tabular data
Applied Soft Computing·2025Open Access
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Frequent Co-authors

Asaf Shabtai(19), Lior Rokach(14), Robert Moskovitch(7), Yisroel Mirsky(6), Nir Nissim(5), Rami Puzis(5), Mordechai Guri(5), Chanan Glezer(4), Juan Guarnizo(4), Martín Ochoa(4), Shlomi Dolev(4), Clint Feher(4), Michael Fire(4), Uri Kanonov(3), Yair Meidan(3), Michael Bohadana(3), Nils Ole Tippenhauer(3), Yuval Fledel(3), Tomer Doitshman(2), Ofrit Lesser(2)