Unverified50% confidenceFactExact time
Traditionally, there is usually a buffer period between vulnerability disclosure and the appearance of exploit code in the wild, and security teams use this time to patch and add detection rules.
1
Sources
50%
Confidence
Long-term
Relevance
10/29/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAn attacker can, by carefully arranging thread scheduling and system call timing, create a window between the permission check and the use of the resource, so that after the kernel 'passes the check' but before it uses the resource, the resource has already been replaced or freed. Such vulnerabilities are difficult to find through static code review and cannot be reliably reproduced by conventional fuzzing.80% similarUnverifiedA large part of modern security defense work happens at the code level, including identifying insecure dependencies, reviewing risk patterns in commits, understanding vulnerability causes, and generating remediation patches.77% similarUnverifiedFor codebases with high compliance requirements such as banking and healthcare, tools like the background agent that clone code to the cloud will be blocked by security teams from day one.76% similarUnverifiedExisting research has pointed out that code models may generate code containing known vulnerability patterns, or lower security standards when induced to do so.75% similarUnverifiedThe attack-defense window (time-to-exploit) refers to the time gap between a vulnerability being disclosed or discovered and the emergence of a usable automated exploit.74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1113456API
curl https://kongchang.com/api/v1/knowledge/claims/1113456MCP
get_claim(id=1113456)