Research

Security research from the field

Technical explorations from TECHFUND on fuzzing, application security, AI-assisted auditing, and the systems behind Hi AUDIT Agent.

Hi AUDIT Agent CyberGym research article cover
TECHFUND ResearchCyberGym benchmark

Hi AUDIT Agent achieves 90.6% on CyberGym

Hi AUDIT Agent solved 1,366 of 1,507 CyberGym tasks, achieving a 90.6% success rate. TECHFUND explains the agent architecture, vulnerability reproduction workflow, and verification method behind the result.

CyberGymAI AgentsSecurity Research
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TECHFUND presenting its GA Fuzzing research at ETHTokyo 2024
TECHFUND ResearchFirst public presentation

AI-Guided Genetic Algorithms for Fuzzing

Piyush Gururani, CTO, TECHFUND Inc.

TECHFUND has been conducting long-term research into GA Fuzzing to advance security testing. Presented at ETHTokyo 2024, this article marks the first public presentation of that ongoing research.

GA FuzzingGenetic AlgorithmsSecurity Research
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