Zharmagambetov, Arman

1. AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
   2024/04/21 by Anselm Paulus, Paulus, Anselm, Arman Zharmagambetov +7 · 35 citations
   Engineering · Computer Science · #Smart Grid Security and Resilience #Network Security and Intrusion Detection
2. SecAlign: Defending Against Prompt Injection with Preference Optimization
   2024/10/07 by Chen, Sizhe, Zharmagambetov, Arman, Mahloujifar, Saeed +3 · 39 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks
   2025/04/22 by Evtimov, Ivan, Zharmagambetov, Arman, Grattafiori, Aaron +2 · 27 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
4. AgentDAM: Privacy Leakage Evaluation for Autonomous Web Agents
   2025/03/12 by Arman Zharmagambetov, Chuan Guo, Zharmagambetov, Arman +9 · 15 citations
   Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection #Ethics and Social Impacts of AI
5. Meta SecAlign: A Secure Foundation LLM Against Prompt Injection Attacks
   2025/07/03 by Chen, Sizhe, Zharmagambetov, Arman, Wagner, David +1 · 22 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
6. Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information
   2023/07/18 by Arman Zharmagambetov, Zharmagambetov, Arman, Brandon Amos +9 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
7. AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs?
   2025/07/19 by Press, Ori, Amos, Brandon, Zhao, Haoyu +21 · 8 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
8. RL Is a Hammer and LLMs Are Nails: A Simple Reinforcement Learning Recipe for Strong Prompt Injection
   2025/10/06 by Yuxin Wen, Wen, Yuxin, Arman Zharmagambetov +11 · 6 citations
   Psychology · #Behavioral and Psychological Studies