Buildability / Receipt
This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.
Public buildability page receipt window
/buildability/unveiling-privacy-risks-in-multi-modal-large-language-models-task-specific-vulnerabilities-and-mitigation-challenges
Subject: Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Data
{"file name": "input.pdf", "number of pages": 14, "author": "Tiejin Chen; Pingzhi Li; Kaixiong Zhou; Tianlong Chen; Hua Wei"
Truth Boundary
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.
Compute
{"file name": "input.pdf", "number of pages": 14, "author": "Tiejin Chen; Pingzhi Li; Kaixiong Zhou; Tianlong Chen; Hua Wei", "title": "Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 14, "author": "Tiejin Chen; Pingzhi Li; Kaixiong Zhou; Tianlong Chen; Hua Wei", "title": "Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 14, "author": "Tiejin Chen; Pingzhi Li; Kaixiong Zhou; Tianlong Chen; Hua Wei", "title": "Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/unveiling-privacy-risks-in-multi-modal-large-language-models-task-specific-vulnerabilities-and-mitigation-challenges
Paper ref
unveiling-privacy-risks-in-multi-modal-large-language-models-task-specific-vulnerabilities-and-mitigation-challenges
arXiv id
2606.09125
Generated at
2026-06-09T03:26:11.241Z
Evidence freshness
fresh
Last verification
2026-06-09T03:26:11.241Z
Sources
3
References
0
Coverage
50%
Lineage hash
f688452105dc850870722c8a13cd34010e6beb62e3f294b3062127c47dfb23c2
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references