Accepted by ACL 2026 arXiv preprint arXiv:2510.01002 , year=

Semantics-Aligned, Curriculum-Driven, Reasoning-Enhanced Vulnerability Repair Framework , author= · 2026 · arXiv 2510.01002

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cs.CR · 2026-04-20 · conditional · novelty 4.0

TitanCA's LLM agent pipeline discovered 203 confirmed zero-day vulnerabilities and produced 118 CVEs in open-source software.

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TitanCA: Lessons from Orchestrating LLM Agents to Discover 100+ CVEs cs.CR · 2026-04-20 · conditional · none · ref 3
TitanCA's LLM agent pipeline discovered 203 confirmed zero-day vulnerabilities and produced 118 CVEs in open-source software.