Roman Vainshtein

31 papers A* 5A 4Journal 18Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adversarial Intent is a Latent Variable: Stateful Trust Inference for Securing Multimodal Agentic RAG. CoRR Inderjeet Singh, Vikas Pahuja, Aishvariya Priya Rathina Sabapathy, Chiara Picardi, Amit Giloni, Roman Vainshtein, Andrés F. Murillo, Hisashi Kojima, Motoyoshi Sekiya, Yuki Unno, Junichi Suga
2026	J	`jnl`	AgenTRIM: Tool Risk Mitigation for Agentic AI. CoRR Roy Betser, Shamik Bose, Amit Giloni, Chiara Picardi, Sindhu Padakandla, Roman Vainshtein
2026	J	`jnl`	Inference-Time Backdoors via Hidden Instructions in LLM Chat Templates. CoRR Ariel Fogel, Omer Hofman, Eilon Cohen, Roman Vainshtein
2026	—	`conf`	MAPS: A Multilingual Benchmark for Agent Performance and Security. EACL (Findings) Omer Hofman, Jonathan Brokman, Oren Rachmil, Shamik Bose, Vikas Pahuja, Toshiya Shimizu, Trisha Starostina, Kelly Marchisio, Seraphina Goldfarb-Tarrant, Roman Vainshtein
2026	J	`jnl`	When Scanners Lie: Evaluator Instability in LLM Red-Teaming. CoRR Lidor Erez, Omer Hofman, Tamir Nizri, Roman Vainshtein
2025	A*	`conf`	CAIR: Counterfactual-based Agent Influence Ranker for Agentic AI Workflows. EMNLP Amit Giloni, Chiara Picardi, Roy Betser, Shamik Bose, Aishvariya Priya Rathina Sabapathy, Roman Vainshtein
2025	J	`jnl`	Counterfactual-based Agent Influence Ranker for Agentic AI Workflows. CoRR Amit Giloni, Chiara Picardi, Roy Betser, Shamik Bose, Aishvariya Priya Rathina Sabapathy, Roman Vainshtein
2025	A*	`conf`	Gradient Inversion of Multimodal Models. ICML Omri Ben Hemo, Alon Zolfi, Oryan Yehezkel, Omer Hofman, Roman Vainshtein, Hisashi Kojima, Yuval Elovici, Asaf Shabtai
2025	—	`conf`	Identifying Memorization of Diffusion Models Through p-Laplace Analysis. SSVM (1) Jonathan Brokman, Amit Giloni, Omer Hofman, Roman Vainshtein, Hisashi Kojima, Guy Gilboa
2025	J	`jnl`	Identifying Memorization of Diffusion Models through p-Laplace Analysis. CoRR Jonathan Brokman, Amit Giloni, Omer Hofman, Roman Vainshtein, Hisashi Kojima, Guy Gilboa
2025	—	`conf`	Insights and Current Gaps in Open-Source LLM Vulnerability Scanners: A Comparative Analysis. RAIE Jonathan Brokman, Omer Hofman, Oren Rachmil, Inderjeet Singh, Vikas Pahuja, Rathina Sabapathy, Aishvariya Priya, Amit Giloni, Roman Vainshtein, Hisashi Kojima
2025	J	`jnl`	MAPS: A Multilingual Benchmark for Global Agent Performance and Security. CoRR Omer Hofman, Oren Rachmil, Shamik Bose, Vikas Pahuja, Jonathan Brokman, Toshiya Shimizu, Trisha Starostina, Kelly Marchisio, Seraphina Goldfarb-Tarrant, Roman Vainshtein
2025	A*	`conf`	Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images. ICLR Jonathan Brokman, Amit Giloni, Omer Hofman, Roman Vainshtein, Hisashi Kojima, Guy Gilboa
2025	J	`jnl`	Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images. CoRR Jonathan Brokman, Amit Giloni, Omer Hofman, Roman Vainshtein, Hisashi Kojima, Guy Gilboa
2025	A*	`conf`	TFDP: Token-Efficient Disparity Audits for Autoregressive LLMs via Single-Token Masked Evaluation. EMNLP Inderjeet Singh, Ramya Srinivasan, Roman Vainshtein, Hisashi Kojima
2025	J	`jnl`	Training-Free Policy Violation Detection via Activation-Space Whitening in LLMs. CoRR Oren Rachmil, Roy Betser, Itay Gershon, Omer Hofman, Nitay Yakoby, Yuval Meron, Idan Yankelev, Asaf Shabtai, Yuval Elovici, Roman Vainshtein
2024	A	`conf`	ATLANTIS: A Framework for Automated Targeted Language-guided Augmentation Training for Robust Image Search. BMVC Inderjeet Singh, Roman Vainshtein, Alon Zolfi, Asaf Shabtai, Tu Bui, Jonathan Brokman, Omer Hofman, Fumiyoshi Kasahara, Kentaro Tsuji, Hisashi Kojima
2024	J	`jnl`	Automated algorithm selection using meta-learning and pre-trained deep convolution neural networks. Inf. Fusion Itai Dagan, Roman Vainshtein, Gilad Katz, Lior Rokach
2024	J	`jnl`	Insights and Current Gaps in Open-Source LLM Vulnerability Scanners: A Comparative Analysis. CoRR Jonathan Brokman, Omer Hofman, Oren Rachmil, Inderjeet Singh, Rathina Sabapathy, Aishvariya Priya, Vikas Pahuja, Amit Giloni, Roman Vainshtein, Hisashi Kojima
2024	—	`conf`	MONTRAGE: Monitoring Training for Attribution of Generative Diffusion Models. ECCV (75) Jonathan Brokman, Omer Hofman, Roman Vainshtein, Amit Giloni, Toshiya Shimizu, Inderjeet Singh, Oren Rachmil, Alon Zolfi, Asaf Shabtai, Yuki Unno, Hisashi Kojima
2024	J	`jnl`	The Branch Not Taken: Predicting Branching in Online Conversations. CoRR Shai Meital, Lior Rokach, Roman Vainshtein, Nir Grinberg
2023	J	`jnl`	DeepCAN: Hybrid Method for Road Type Classification Using Vehicle Sensor Data for Smart Autonomous Mobility. IEEE Trans. Intell. Transp. Syst. Adva Hadrian, Roman Vainshtein, Bracha Shapira, Lior Rokach
2020	J	`jnl`	Automatic Machine Learning Derived from Scholarly Big Data. CoRR Asnat Greenstein-Messica, Roman Vainshtein, Gilad Katz, Bracha Shapira, Lior Rokach
2020	A*	`conf`	DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering. KDD Yuval Heffetz, Roman Vainshtein, Gilad Katz, Lior Rokach
2020	A	`conf`	MetaTPOT: Enhancing A Tree-based Pipeline Optimization Tool Using Meta-Learning. CIKM Doron Laadan, Roman Vainshtein, Yarden Curiel, Gilad Katz, Lior Rokach
2020	J	`jnl`	Sequence Preserving Network Traffic Generation. CoRR Sigal Shaked, Amos Zamir, Roman Vainshtein, Moshe Unger, Lior Rokach, Rami Puzis, Bracha Shapira
2019	J	`jnl`	Assessing the Quality of Scientific Papers. CoRR Roman Vainshtein, Gilad Katz, Bracha Shapira, Lior Rokach
2019	A	`conf`	AutoGRD: Model Recommendation Through Graphical Dataset Representation. CIKM Noy Cohen-Shapira, Lior Rokach, Bracha Shapira, Gilad Katz, Roman Vainshtein
2019	J	`jnl`	DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering. CoRR Yuval Heffetz, Roman Vainshtein, Gilad Katz, Lior Rokach
2019	J	`jnl`	RankML: a Meta Learning-Based Approach for Pre-Ranking Machine Learning Pipelines. CoRR Doron Laadan, Roman Vainshtein, Yarden Curiel, Gilad Katz, Lior Rokach
2018	A	`conf`	A Hybrid Approach for Automatic Model Recommendation. CIKM Roman Vainshtein, Asnat Greenstein-Messica, Gilad Katz, Bracha Shapira, Lior Rokach