Yaron Singer

1. Tree of Attacks: Jailbreaking Black-Box LLMs Automatically
   2023/12/04 by Anay Mehrotra, Manolis Zampetakis, Mehrotra, Anay +11 · 112 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
2. A Stochastic Quasi-Newton Method for Large-Scale Optimization
   2014/01/27 by Richard H. Byrd, Samantha Hansen, Byrd, R. H. +5 · 10 citations
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report
   2025/04/28 by Paul Kassianik, Baturay Saglam, Baturay Sağlam +37 · 1 voice · 7 citations
   Computer Science · #cs.CR #cs.AI
4. Robust Optimization for Non-Convex Objectives
   2017/07/04 by Robert F. Chen, Chen, Robert, Brendan Lucier +5 · 6 citations
   Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
5. An Exponential Speedup in Parallel Running Time for Submodular Maximization without Loss in Approximation
   2018/04/17 by Eric Balkanski, Balkanski, Eric, Aviad Rubinstein +3 · 3 citations
   Computer Science · Engineering · #Complexity and Algorithms in Graphs #Cryptography and Data Security #Ferroelectric and Negative Capacitance Devices
6. An Optimal Approximation for Submodular Maximization under a Matroid Constraint in the Adaptive Complexity Model
   2018/11/07 by Eric Balkanski, Aviad Rubinstein, Balkanski, Eric +3 · 3 citations
   Computer Science · #Complexity and Algorithms in Graphs #Data Mining Algorithms and Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Rough Sets and Fuzzy Logic
7. Budget Feasible Mechanisms
   2010/02/11 by Yaron Singer, Singer, Yaron · 2 citations
   Decision Sciences · Economics, Econometrics and Finance · Business, Management and Accounting · #Auction Theory and Applications #Game Theory and Voting Systems #Consumer Market Behavior and Pricing
8. Non-monotone Submodular Maximization in Exponentially Fewer Iterations
   2018/07/30 by Eric Balkanski, Adam Breuer, Balkanski, Eric +3 · 2 citations
   Computer Science · #Complexity and Algorithms in Graphs #Cryptography and Data Security #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
9. The FAST Algorithm for Submodular Maximization
   2019/07/14 by Adam Breuer, Breuer, Adam, Eric Balkanski +3 · 1 citation
   Computer Science · #Complexity and Algorithms in Graphs #Machine Learning and Algorithms #Algorithms and Data Compression
10. Predicting Choice with Set-Dependent Aggregation
    2019/06/14 by Nir Rosenfeld, Kojin Oshiba, Rosenfeld, Nir +3 · 1 citation
    Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Consumer Market Behavior and Pricing #Decision-Making and Behavioral Economics #Economic and Environmental Valuation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
11. Beyond Success Rate: Cost-Aware Evaluation of Offensive and Defensive Security Agents
    2026/07/16 by Paul Kassianik, Blaine Nelson, Yaron Singer
    #cs.CR #cs.AI