demo author demo
Secret detection test with Jev
A quick credential and secret-detection experiment with Jev; the author reports consistent results across runs.
Notes
Demo.
author demo — Result shown by its author. About this label
Related entries
reposource-backed
jev-shield: semantic MCP firewall
Sits between MCP clients and servers with three layers: structural allowlists, semantic hazard detection via Jev, and session taint tracking; targets poisoned tool descriptions, injection, exfiltration and secrets.
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Jev on two public safety corpora
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A thread benchmarking Jev on public prompt-injection data, thresholding calibrated probabilities in code, with a dashboard and calibration analysis in follow-ups.
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jeff: a self-hosted Jev API on GLiFormer
A drop-in for TypeSafe's API powered by a 400M GLiFormer model; point the official SDK's base URL at it. Deploys on Modal or CPU via ONNX Runtime and ships a bench folder.
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von: a CPU-only local decision model
`pip install von`: a non-autoregressive local decision model claiming wire-protocol compatibility with Jev (`von serve`), with ModernBERT or Laya-421M backends; Apache-2.0.
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jev_local: TypeSafe-compatible adapter over LFM2.5
A TypeSafe-compatible adapter running LFM2.5-1.2B through llama.cpp (about 1.25 GB download) with CUDA, ROCm and Metal builds.
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