ZIMPAF & RedPhuzz: High-fidelity Web Application Fuzzing via Branch, Language Construct, and Function Call Monitoring

arXiv:2607.25012 · cs.CR · Submitted 2026-07-27 · Read on arXiv

cs.CR

Submitted: 2026-07-27

Updated: 2026-10-12

Code: https://github.com/tennovs/zimpaf_

Project page: https://w3techs.com/technologies/overview/programming_language

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Trace — 53× in this paper · explained in 2 episodes
• Analyzer — 28× in this paper · explained in 1 episode
• Benchmark — 21× in this paper · explained in 2 episodes
• Fidelity — 15× in this paper · explained in 2 episodes
• Decode — 9× in this paper · explained in 2 episodes
• Core — 6× in this paper · explained in 2 episodes
• Adam — 3× in this paper · explained in 2 episodes
• American Fuzzy Lop — 2× in this paper
• Modularity — 2× in this paper · explained in 9 episodes
• Computational overhead — 1× in this paper · explained in 2 episodes
• Elias — 1× in this paper · explained in 2 episodes
• International Conference on Dependable Systems and Networks — 1× in this paper
• Zed Attack Proxy — 1× in this paper

Related papers

• SoK: AI-Augmented Binary Reversing
• Relaxed Sender Anonymity for CBDC Interbank Settlement: A Zero-Knowledge Approach on Permissioned EVM
• Calibration-Family Overfit: Why Trusted Sabotage Monitors Don't Transfer Across Lineages
• Estimating the Social Cost of Corporate Data Breaches
• Efficient Fuzzy PSI under One-Sided Assumptions
• Sealing the Audit-Runtime Gap for LLM Skills