Sumit Kumar Jha
- AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing
2024/09/16 by Ana Nunez, Nunez, Ana, Nafis Tanveer Islam +5 · 15 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Digital Rights Management and Security #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
- Jailbreaking Large Language Models with Symbolic Mathematics
2024/09/17 by Emet Bethany, Bethany, Emet, Mazal Bethany +7 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #Computational Physics and Python Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision
2023/05/31 by Chase Walker, Walker, Chase, Sumit Kumar Jha +5 · 3 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.4.7 #Machine Learning (cs.LG)
- Attribution-driven Causal Analysis for Detection of Adversarial Examples
2019/03/14 by Susmit Jha, Jha, Susmit, Sunny Raj +13 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Automaton Distillation: Neuro-Symbolic Transfer Learning for Deep Reinforcement Learning
2023/10/29 by Suraj Singireddy, Singireddy, Suraj, Andre Beckus +10 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Software Engineering Research