From 7591d54ae53167692fa2253af7258626a4e392dd Mon Sep 17 00:00:00 2001 From: Yuchuan Tian <45408600+YuchuanTian@users.noreply.github.com> Date: Wed, 28 Oct 2026 17:24:36 +0800 Subject: [PATCH] Add arXiv link, badge and citation The paper is now on arXiv as 2610.36801. Add an arXiv badge and a paper link to both READMEs, replace the "unpublished manuscript" citation with the arXiv entry in the READMEs and CITATION.cff, and refresh validation/release_check.json and SHA256SUMS for the edited files. Co-Authored-By: Claude Opus 5.5 --- CITATION.cff | 8 +++++--- README.md | 13 +++++++++---- README.zh-CN.md | 13 +++++++++---- SHA256SUMS | 8 ++++---- validation/release_check.json | 2 +- 5 files changed, 28 insertions(+), 16 deletions(-) diff --git a/CITATION.cff b/CITATION.cff index a548fde..415bc86 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -1,5 +1,5 @@ cff-version: 1.2.0 -message: "Please cite the API-TAIL manuscript when using this research code." +message: "Please cite the API-TAIL paper when using this research code." title: "API-TAIL" type: software version: 0.1.1 @@ -8,9 +8,11 @@ repository-code: "https://github.com/TokenRhythm/API-TAIL" authors: - name: "TokenRhythm Technologies" preferred-citation: - type: unpublished + type: article title: "API-TAIL: Detecting Model Substitution in LLM APIs through Temperature-Aligned Likelihood Tails" authors: - name: "TokenRhythm Technologies" year: 2026 - notes: "Unpublished manuscript; no arXiv identifier has been assigned." + journal: "arXiv preprint arXiv:2610.36801" + doi: "10.48550/arXiv.2610.36801" + url: "https://arxiv.org/abs/2610.36801" diff --git a/README.md b/README.md index 6e1759e..29adff4 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,8 @@ # API-TAIL -[中文](README.zh-CN.md) · [Audit walkthrough](docs/QUICKSTART.md) · [Data formats](docs/SCHEMAS.md) · [Validation](docs/VALIDATION_REPORT.md) +[![arXiv](https://img.shields.io/badge/arXiv-2610.36801-b31b1b.svg?logo=arxiv&logoColor=white)](https://arxiv.org/abs/2610.36801) + +[中文](README.zh-CN.md) · [Paper](https://arxiv.org/abs/2610.36801) · [Audit walkthrough](docs/QUICKSTART.md) · [Data formats](docs/SCHEMAS.md) · [Validation](docs/VALIDATION_REPORT.md) **Version 0.1.1.** API-TAIL detects possible model substitution in LLM APIs by scoring responses with the claimed reference model and calibrating over allowed decoding configurations. @@ -105,13 +107,16 @@ The [validation report](docs/VALIDATION_REPORT.md) records 78 passing tests with Code and the included numerical statistics use [Apache-2.0](LICENSE), copyright TokenRhythm Technologies. Model weights and original prompt/response text are separate assets; their terms are described in [ASSETS.md](docs/ASSETS.md). -The paper is an unpublished manuscript without an arXiv identifier. [CITATION.cff](CITATION.cff) contains its citation metadata. +The paper is available on arXiv as [arXiv:2610.36801](https://arxiv.org/abs/2610.36801). If you use API-TAIL, please cite it; [CITATION.cff](CITATION.cff) contains the same citation metadata. ```bibtex -@unpublished{tokenrhythm2026apitail, +@misc{tokenrhythm2026apitail, author = {{TokenRhythm Technologies}}, title = {{API-TAIL}: Detecting Model Substitution in {LLM APIs} through Temperature-Aligned Likelihood Tails}, year = {2026}, - note = {Unpublished manuscript} + eprint = {2610.36801}, + archivePrefix = {arXiv}, + primaryClass = {cs.LG}, + url = {https://arxiv.org/abs/2610.36801} } ``` diff --git a/README.zh-CN.md b/README.zh-CN.md index 02cc820..108bc39 100644 --- a/README.zh-CN.md +++ b/README.zh-CN.md @@ -1,6 +1,8 @@ # API-TAIL -[English](README.md) · [实际审计指南](docs/QUICKSTART.md) · [数据格式](docs/SCHEMAS.md) · [验证结果](docs/VALIDATION_REPORT.md) +[![arXiv](https://img.shields.io/badge/arXiv-2610.36801-b31b1b.svg?logo=arxiv&logoColor=white)](https://arxiv.org/abs/2610.36801) + +[English](README.md) · [论文](https://arxiv.org/abs/2610.36801) · [实际审计指南](docs/QUICKSTART.md) · [数据格式](docs/SCHEMAS.md) · [验证结果](docs/VALIDATION_REPORT.md) **当前版本：0.1.1。** API-TAIL 用于检测 LLM API 可能存在的模型替换：使用声明的参考模型为回复评分，并在允许的解码配置范围内校准检测阈值。 @@ -105,13 +107,16 @@ py -3 -m venv .venv 代码及随包提供的数值统计量采用 [Apache-2.0](LICENSE)，版权人为 TokenRhythm Technologies。模型权重和原始提示/回复文本是独立资产，其获取与许可范围见[资产说明](docs/ASSETS.md)。 -论文目前为未发表手稿，尚无 arXiv 编号；引用元数据见 [CITATION.cff](CITATION.cff)。 +论文已发布在 arXiv：[arXiv:2610.36801](https://arxiv.org/abs/2610.36801)。使用 API-TAIL 时请引用该论文；[CITATION.cff](CITATION.cff) 中有相同的引用元数据。 ```bibtex -@unpublished{tokenrhythm2026apitail, +@misc{tokenrhythm2026apitail, author = {{TokenRhythm Technologies}}, title = {{API-TAIL}: Detecting Model Substitution in {LLM APIs} through Temperature-Aligned Likelihood Tails}, year = {2026}, - note = {Unpublished manuscript} + eprint = {2610.36801}, + archivePrefix = {arXiv}, + primaryClass = {cs.LG}, + url = {https://arxiv.org/abs/2610.36801} } ``` diff --git a/SHA256SUMS b/SHA256SUMS index 12b5901..81b19e8 100644 --- a/SHA256SUMS +++ b/SHA256SUMS @@ -1,13 +1,13 @@ 6f2856e1c70e6f435f4a2841b9d2e26ed7e4c036c8172e42cb767df0a7e3dca2 .gitattributes 4e83954f13727353b1697d495417ce79f3f46a13e644408df140b91f61ebf399 .github/workflows/ci.yml 0bd56cfc3e112698b01a593485491ff7f470aa56bf521c75682c2b7d8f28a5a6 .gitignore -6cf93e5ba56c9707db7b6be89877ebde2136da1b4256c85e0a03fc350a915aa5 CITATION.cff +72d85fbfcc3c809c873b4ecd6c43ec0d1e9daf40ba7f7c070188355a22d8779c CITATION.cff 7a384925bb609e3bd02efe393f3a8cba32dc63e77aaa5b7860976426a96770d7 CONTRIBUTING.md cfc7749b96f63bd31c3c42b5c471bf756814053e847c10f3eb003417bc523d30 LICENSE fec1069d972ada04cc3cbb3b91c848d0c673ddc71ccb34fb7c97664040450070 MANIFEST.in 9198acd1c9363f5a6a1f2b7f54e39367cf9575d8bbb557e723f64ef436fca37c NOTICE -aebcbd411f43800926ee702220a1040aa1e8c7d128fb5023bfcd322b8256a6bd README.md -67bffe8062f34c02e718fc66207dc44000b121bd98453e09276e4f4d48e0b477 README.zh-CN.md +8e3039870649a45fbdf9e217b19dc4f6c0aaa4187c8c23e529aa70c3ae8a73aa README.md +cebdc0105ac8ef3921171d8cafebe742dcf45662cfaeb4ab31cf28fe1203dfeb README.zh-CN.md 912ca4190c3d1067ee0d5669b2eaf26b53ac151bf56ae283d31b280c4ec2de2e configs/endpoint.example.json 8b4b7e5a98a9c17f7df5a91a67a717799911d156c0a651ec575b0eece5089e7a configs/generation.example.json 17494a2081e701b6f083cc8cc54d670b88fe62f116580eb6872983c49ff0fa77 configs/paper_protocols.json @@ -90,5 +90,5 @@ ef655e7611e11c9120429f1d4efa7e97bae9e7669b70703df82b014f473ee90c tests/test_tex 403e2cc694298112dd0c608fe4b00fc7f3741f464f2335c1586e3dead6ec0d2d validation/gpu_smoke.json 6b467024a419a10078c8ecf06cabcfa63fe3a829bd969dc6d6a901a9b91bfe6c validation/paper_replay.json 818d617e73aacc7a0616fc13e742d2113608e7f71f456ea9968cc576bcad5efd validation/portability.json -035609eef1cc90238e27c2be87e7c92d19e8cc9ae6e9caebf400d0563b6dd8ff validation/release_check.json +750a3f5a9c383012f5a0d6e6fc580ac135099dcf78a605f5a42ad5454d93b64a validation/release_check.json ee0d95000ed56fa49e28a1cdc206605d7398cfcc8a774575b99c7c712cfdc16e validation/software_checks.json diff --git a/validation/release_check.json b/validation/release_check.json index 5a3d0a0..5f2289d 100644 --- a/validation/release_check.json +++ b/validation/release_check.json @@ -1,7 +1,7 @@ { "status": "passed", "files_checked": 95, - "bytes_checked": 5541525, + "bytes_checked": 5542219, "issues": [], "scope": "Static heuristic checks; not a guarantee that every possible secret or copyright issue is absent.", "software_version": "0.1.1"