Unverified50% confidenceFactExact time
VIGIL has four kinds of output results: allow, ask (requires human approval), deny, and rewrite (modify dangerous parameters and then let through).
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/19/2026
First Seen
Valid until: 1/17/2027
Sources
Related Entities
Related Claims
UnverifiedVIGIL uses the max-flow min-cut theorem to turn security decisions into min-cut cost computation, assigning capacity 2 to argument edges and capacity 2n−1 to the call edge (n being the number of arguments), with the max flow return value directly encoding the decision: 0 for allow, 2k for rewrite, 2n−1 for block.64% similarUnverifiedv3.32.0 clarified the definitions of the Decisions request and response fields (PR #4079).56% similarUnverifiedIn a speculative decoding test using Qwen2.5 0.5B as the draft model proposing 4 tokens at a time, the overall draft acceptance rate was 32.9% for serial processing and 37.1% for concurrent processing.54% similarUnverifiedV4-Pro的总参数与活跃参数比例约为32:1的稀疏比54% similarUnverifiedIt is recommended to start with the Q4 quantized version before deciding, based on actual performance, whether to switch to a higher-precision version.53% similar
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