Unverified50% confidenceFactExact time
The 53% in the neighbor identification task is a fraud-neighbor proxy score, because the IEEE-CIS dataset does not provide verified fraud ring membership labels or ring leader labels, and this score cannot be regarded as evidence that the model can identify real fraud rings or their leaders.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAccording to Ponemon Institute research, approximately 51% of organizations have experienced a data breach caused by a third-party vendor, and fewer than one-third of organizations are capable of conducting real-time security monitoring of their vendors.59% similarUnverifiedTraditional vulnerability scanning tools score on a per-repository or per-asset basis (e.g., CVSS scores) and cannot answer whether an attacker can chain multiple low-severity vulnerabilities into a complete attack chain.53% similarUnverifiedWithout certificate trust configured, even an attacker who controls an intermediate network device cannot decrypt communications between Copilot and the server.53% similarUnverified认证后门漏洞因攻击者无需前置权限、无需用户交互即可利用,在CVSS 3.x中通常被评为9.8分的严重等级52% similarUnverifiedCrowdSec adopts a crowdsourced threat intelligence model, analyzing logs locally to identify malicious behavior and anonymously sharing attacker IPs to a community blocklist.52% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1007685API
curl https://kongchang.com/api/v1/knowledge/claims/1007685MCP
get_claim(id=1007685)