Accepted Papers

Accepted papers will be published in the ACM Digital Library as part of the FSE 2026 Companion Proceedings.

We are pleased to announce the following accepted papers for LLMTrust 2026:

• Latent Security Threats in Modern Software Code Logs
  Authors: Rrezarta Krasniqi, Abanti Chakraborty Shruti (University of North Carolina at Charlotte)

• LLM-Based Grid-World Path Planning With Probabilistic Model Checking
  Authors: Asher Tempest Arya, Aren A. Balbikian, Sophia Jit, Marsha Chechik (University of Toronto)

• Fairness in Multi-Agent Systems for Software Engineering: An SDLC-Oriented Rapid Review
  Authors: Corey Yang-Smith, Ronnie de Souza Santos, Ahmad Abdellatif (University of Calgary)

• Tone Perturbations as Trust Probes: Evaluating Behavioral Stability of LLMs in Software Engineering Tasks
  Authors: Mohamad Kassab (Boston University); Youssab Ibrahim (New York University Abu Dhabi)

• A Differential Fuzzing-Based Evaluation of Functional Equivalence in LLM-Generated Code Refactorings
  Authors: Simantika Bhattacharjee Dristi, Matthew B. Dwyer (University of Virginia)

• LLMSafeGuard: A Training-Free Framework for Safeguarding LLM Decoding via Context-Wise Similarity Validation
  Authors: Ximing Dong (Centre for Software Excellence, Huawei Canada); Shaowei Wang (University of Manitoba); Dayi Lin (Centre for Software Excellence, Huawei Canada); Ahmed E. Hassan (Queen’s University)

Accepted papers are subject to final camera-ready submission and registration requirements.