Evidence · DiggingBeagle record
Beyond Detection: Agentic Attack Synthesis and Simulation for Smart Contracts
KASS paper describing a multi-agent exploit-synthesis and simulation framework for smart contracts, with SmartBugs-Curated and real CVE-tagged evaluations.
- Published
- Jul 17, 2026
- Accessed
- Sep 15, 2026
- Publisher
- Xianhao Zhang et al. / arXiv
- Source role
- primary
- Version
- 2026-07-17
- Rights
- Public web source; citation and short excerpt/paraphrase only.
Evidence record
The paper reports 94.23% executable exploit generation on 104 SmartBugs-Curated contracts and validation of 9 of 11 real CVE-tagged contracts.
Claim-level citations (4)
- supportsKASS turned smart-contract findings into executable attack simulations: On 11 real CVE-tagged smart contracts, the KASS paper reports validating nine exploit cases.
Abstract and real-world CVE evaluation
- supportsKASS turned smart-contract findings into executable attack simulations: KASS separates attack planning, proof-of-concept generation and execution testing, then uses inner repair and outer replanning loops when generated exploits fail.
Method overview
- supportsKASS turned smart-contract findings into executable attack simulations: The KASS paper reports executable exploit generation for 98 of 104 SmartBugs-Curated contracts, an overall rate of 94.23%.
Abstract and evaluation results
- supportsKASS turned smart-contract findings into executable attack simulations: The paper reports KASS outperforming a reproduced Claude Code baseline under the same protocol, while comparisons with REX and AdvScanner rely on previously reported results rather than a shared implementation.
Evaluation and limitations