Unverified50% confidenceBenchmarkExact time
A joint paper by 14 laboratories tested 12 types of injection defenses, finding a breakthrough probability as high as 90%, with manual red-teaming achieving a 100% breakthrough rate.
1
Sources
50%
Confidence
Long-term
Relevance
9/25/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedGreen通过侧信道攻击实验,仅凭推理块长度在80多次测试中重构出完整字节,每比特约需10次测试70% similarUnverified运行10次测试置信区间宽度约±31%,100次收窄至±10%,400次进一步收窄至±5%,推荐关键测试用例至少运行20-50次69% similarUnverifiedThe test suite consists of 10 benchmarks; most run 1,000 questions each, with HumanEval comprising 164 questions and TruthfulQA comprising 817 questions.67% similarUnverifiedThe test uses 10 base sampling steps plus 4 refinement steps, with the author deliberately lowering the step count to expose degradation issues under extreme conditions.65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/948689API
curl https://kongchang.com/api/v1/knowledge/claims/948689MCP
get_claim(id=948689)