XMutant: XAI-based Fuzzing for Deep Learning Systems

arXiv:2503.07222 · cs.SE · Submitted 2025-03-10 · Read on arXiv

cs.SE

Submitted: 2025-03-10

Updated: 2025-11-27

Terminology

• Deep Learning — 2× in this paper
• Generator — 1× in this paper · explained in 2 episodes

Related papers

• Falsification-Based Verification of LLM-Generated Optimization Models: Sound Test Batteries and Their Detection Limits
• GitSkills: A Dataset of Agent Skills on GitHub
• For Coding Agents, the Repository Matters
• SABER: Benchmarking Operational Safety of LLM Coding Agents in Stateful Project Workspaces
• PackMonitor: Enabling Zero Package Hallucinations Through Decoding-Time Monitoring
• IntentCoding: Amplifying User Intent in Code Generation