Roman Vainshtein
Scholar

Roman Vainshtein

Google Scholar ID: IYSnEAEAAAAJ
Ph.D.
GenAI Security and TrustMachine LearningAutoMLData ScienceAI Robustness and Security
Google Scholar↗
Citations & Impact
All-time
Citations
184
 
H-index
6
 
i10-index
5
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
Publications
9 items
When Scanners Lie: Evaluator Instability in LLM Red-Teaming
2026
Cited
0
Adversarial Intent is a Latent Variable: Stateful Trust Inference for Securing Multimodal Agentic RAG
2026
Cited
0
Inference-Time Backdoors via Hidden Instructions in LLM Chat Templates
2026
Cited
0
AgenTRIM: Tool Risk Mitigation for Agentic AI
2026
Cited
2
Training-Free Policy Violation Detection via Activation-Space Whitening in LLMs
2025
Cited
0
Counterfactual-based Agent Influence Ranker for Agentic AI Workflows
2025
Cited
0
MAPS: A Multilingual Benchmark for Global Agent Performance and Security
2025
Cited
0
Identifying Memorization of Diffusion Models through p-Laplace Analysis
2025
Cited
0
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)