Galinkin, Erick
- Llama-Nemotron: Efficient Reasoning Models
2025/05/02 by Akhiad Bercovich, Itay Levy, Bercovich, Akhiad +224 · 1 voice · 44 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- garak: A Framework for Security Probing Large Language Models
2024/06/16 by Leon Derczynski, Erick Galinkin, Derczynski, Leon +7 · 1 voice · 16 citations
Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Topic Modeling #cs.CL #cs.CR
- AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts
2024/04/09 by Shaona Ghosh, Prasoon Varshney, Ghosh, Shaona +5 · 38 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #Web Application Security Vulnerabilities
- Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models
2025/04/04 by NVIDIA, :, Blakeman, Aaron +198 · 37 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
2025/08/20 by NVIDIA, :, Aarti Basant +305 · 24 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- Importing Phantoms: Measuring LLM Package Hallucination Vulnerabilities
2025/01/31 by Arjun Krishna, Erick Galinkin, Krishna, Arjun +5 · 3 voices · 5 citations
#cs.LG #cs.CL #cs.CR
- Improved Large Language Model Jailbreak Detection via Pretrained Embeddings
2024/12/02 by Erick Galinkin, Galinkin, Erick, Martin Sablotny +1 · 6 citations
Computer Science · Social Sciences · #Digital and Cyber Forensics #Sexual Assault and Victimization Studies
- Green Lighting ML: Confidentiality, Integrity, and Availability of Machine Learning Systems in Deployment
2020/07/09 by Abhishek Gupta, Gupta, Abhishek, Erick Galinkin +1 · 2 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Systems and Control (eess.SY) #electronic engineering #information engineering
- NVIDIA Nemotron 3: Efficient and Open Intelligence
2025/12/24 by NVIDIA, :, Aaron Blakeman +453 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
2025/12/23 by NVIDIA, :, Aaron Blakeman +629 · 1 voice · 2 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.LG
- NLP Security and Ethics, in the Wild
2025/04/09 by Heather Lent, Erick Galinkin, Lent, Heather +9 · 1 citation
Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Spam and Phishing Detection
- Weakest Link in the Chain: Security Vulnerabilities in Advanced Reasoning Models
2025/06/16 by Arjun Krishna, Krishna, Arjun, Rastogi, Aaditya +2 · 2 citations
Computer Science · Social Sciences · #Access Control and Trust #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information and Cyber Security #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG)