3 papers
cs.CR2026
When Tools Lie: Reliability of Mathematical Agents Under Corrupted Tool Feedback
Kavienan Jegatheesan, Gayathri Lihinikaduarachchi
Mathematical problem solving often requires deterministic computational steps that agents delegate to tools and implicitly trust. Yet tools can fail silently, returning plausible b…
cs.AI2026
GuardianAgent: Policy-Conditioned Risk-Adaptive Anonymization with Verified Adversarial Escalation
Ruiyi Yang, Gayathri Lihinikaduarachchi, Rahat Masood +2
Privacy protection for live web traffic requires more than detecting private spans. Agent-based privacy protection systems must determine whether an outgoing action complies with t…
cs.CL2025
Elementary Math Word Problem Generation using Large Language Models
Nimesh Ariyarathne, Harshani Bandara, Yasith Heshan +9
Mathematics is often perceived as a complex subject by students, leading to high failure rates in exams. To improve Mathematics skills, it is important to provide sample questions…