Tootfinder

ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space
Chuyang Chen, Brendan Dolan-Gavitt, Zhiqiang Lin
https://arxiv.org/abs/2506.10323

ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space
Generation-based fuzzing produces appropriate testing cases according to specifications of input grammars and semantic constraints to test systems and software. However, these specifications require significant manual efforts to construct. This paper proposes a new approach, ELFuzz (Evolution Through Large Language Models for Fuzzing), that automatically synthesizes generation-based fuzzers tailored to a system under test (SUT) via LLM-driven synthesis over fuzzer space. At a high level, it sta…

This https://arxiv.org/abs/2407.02381 has been replaced.
link: https://scholar.google.com/scholar?q=a

What Should Be Considered to Support well-being with AI: Considerations Based on Responsible Research and Innovation
To achieve people's well-being with AI systems, we should enable each user to be guided to a healthier lifestyle in a way that is appropriate for her or him. However, there is a dilemma between general well-being as defined in academic and medical discussions and the autonomy users should have when deciding how to promote their well-being. In this position paper, we discuss the difficulty for AI application developers to fully consider in the design phase what might happen to the user, taking a…

Efficient Tactile Perception with Soft Electrical Impedance Tomography and Pre-trained Transformer
Huazhi Dong (Sharel), Ronald B. Liu (Sharel), Sihao Teng (Sharel), Delin Hu (Sharel), Peisan (Sharel), E, Francesco Giorgio-Serchi, Yunjie Yang
https://arxiv.org/abs/2506.02824

Efficient Tactile Perception with Soft Electrical Impedance Tomography and Pre-trained Transformer
Tactile sensing is fundamental to robotic systems, enabling interactions through physical contact in multiple tasks. Despite its importance, achieving high-resolution, large-area tactile sensing remains challenging. Electrical Impedance Tomography (EIT) has emerged as a promising approach for large-area, distributed tactile sensing with minimal electrode requirements which can lend itself to addressing complex contact problems in robotics. However, existing EIT-based tactile reconstruction meth…

New Perspectives on Bob Dylan (NeMLA 2026)
https://ift.tt/dZUoGQg
updated: Friday, May 30, 2025 - 9:03amfull name / name of organization: David Polanski (Independent…
via Input 4 RELCFP http…