Paper Citation Record · LEDGER

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification

As of 7 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 5 inbound Pith citation observations for arXiv:2506.01631.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.01631 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:45:38.335185Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T12:56:25.274337Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T05:27:39.634132Z

Reference resolution

49 of 49 outbound references displayed

verified exact2
verified fuzzy25
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 90b682a3-b277-4a11-bd5e-828d071bc43b · outbound

This paper cites Hugging face-models,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Hugging face-models,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:59.338927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f6cafbeb-3b75-45f7-90e1-fa45f4065be3 · outbound

This paper cites Code clone detection—a systematic review,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Code clone detection—a systematic review,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:59.260971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2b25be50-f1b7-468e-93f0-8aeb3898020f · outbound

This paper cites Understanding the role of licenses and evolution in open architecture software ecosystems,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Understanding the role of licenses and evolution in open architecture software ecosystems,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:59.181071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f03e0b1a-57ce-4744-ae86-8a5491031fa4 · outbound

This paper cites Meta llama 3 license.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Meta llama 3 license

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:59.114061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7e68aac5-ebd5-4ecb-82ff-ac614ad3ebdf · outbound

This paper cites Gemma 3 terms of use,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Gemma 3 terms of use,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:59.035710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b032eed8-bab1-4637-8675-7cfd270c9feb · outbound

This paper cites A survey of static analysis methods for identifying security vulnerabilities in software systems,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification A survey of static analysis methods for identifying security vulnerabilities in software systems,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.970163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a5f22a09-3f33-4a44-9e73-9be78ff0448c · outbound

This paper cites The explosion of small language models (slms) and license confusion,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification The explosion of small language models (slms) and license confusion,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.901018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dd9a6fae-2379-4d6a-b312-d5937adc116f · outbound

This paper cites Instructional Fingerprinting of Large Language Models.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Instructional Fingerprinting of Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.457976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d9658e8-c61c-4215-a50b-e8cf4d0fe443 · outbound

This paper cites Hey, That's My Model! Introducing Chain & Hash, An LLM Fingerprinting Technique.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Hey, That's My Model! Introducing Chain & Hash, An LLM Fingerprinting Technique

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.487654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5367b7c9-caf6-4606-a765-d5356aebbf40 · outbound

This paper cites A fingerprint for large language models,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification A fingerprint for large language models,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.510171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e4eaa80-b167-41d5-bab0-48b3877f0f1c · outbound

This paper cites Your Large Language Models Are Leaving Fingerprints.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Your Large Language Models Are Leaving Fingerprints

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.529520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff193b78-c06b-4498-87b8-81b37c06255b · outbound

This paper cites REEF: Representation Encoding Fingerprints for Large Language Models.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification REEF: Representation Encoding Fingerprints for Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.549809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17f8f7ee-0b16-422c-99dc-62826df00ef6 · outbound

This paper cites Huref: Human-readable fingerprint for large language models,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Huref: Human-readable fingerprint for large language models,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.786280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b97b70b6-a788-4d34-8acb-0340e66c255b · outbound

This paper cites Unsupervised Model Tree Heritage Recovery.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Unsupervised Model Tree Heritage Recovery

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.589177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3a663d6-a566-4eeb-9e59-059d3acc3ffb · outbound

This paper cites Models-hugging face,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Models-hugging face,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.706099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 86e20b47-96d8-4d9a-9781-dd9c3d1e524b · outbound

This paper cites Pain pickle: Bypassing python restricted unpickler for automatic exploit generation,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Pain pickle: Bypassing python restricted unpickler for automatic exploit generation,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.651702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2868d8e9-568f-4252-9343-44e4e431d20f · outbound

This paper cites Safetensors documentation,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Safetensors documentation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.616026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b2940480-ba75-4f17-9cc1-20080a795505 · outbound

This paper cites Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.662426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fca282f-14e3-4cdd-adba-239998c7078a · outbound

This paper cites Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.679066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be79d273-3e8b-4f69-a243-956a1afe255d · outbound

This paper cites The Power of Scale for Parameter-Efficient Prompt Tuning.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.700249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 465b6a40-3254-4531-867f-a10c004c4301 · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Fine-Tuning Language Models from Human Preferences

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.744821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6d94f68-6db2-459f-8205-f43a58e2659e · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Bert: Pre-training of deep bidirectional transformers for language understanding,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.794342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42e3d9af-2a78-45ec-9f7c-5b8be31181fd · outbound

This paper cites Parameter-efficient transfer learning for nlp,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Parameter-efficient transfer learning for nlp,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.827438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c055aa00-0399-4362-a62d-5bf93174bca8 · outbound

This paper cites Prefix-Tuning: Optimizing Continuous Prompts for Generation.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Prefix-Tuning: Optimizing Continuous Prompts for Generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.871610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87d6071e-b9f8-4a7b-af5b-e3c5c4789e26 · outbound

This paper cites Lora: Low-rank adaptation of large language models.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Lora: Low-rank adaptation of large language models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.901288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66ed174c-812f-446a-b1f5-bea44fb1fabb · outbound

This paper cites Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.921519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20d31cbb-bfbb-4ac7-b789-f9a581938328 · outbound

This paper cites Visual instruction tuning,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Visual instruction tuning,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.943878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb1dc6ce-0de8-4e44-8800-efeb4c399cdf · outbound

This paper cites RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.960970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a1757f3-07de-4a89-ac3d-59eb614d49c6 · outbound

This paper cites The fine-tuning landscape in 2025: A comprehensive analysis,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification The fine-tuning landscape in 2025: A comprehensive analysis,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.505086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cd76f639-9f39-450b-a67a-2fea0c3214c9 · outbound

This paper cites A Systematic Literature Review of Parameter-Efficient Fine-Tuning for Large Code Models.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification A Systematic Literature Review of Parameter-Efficient Fine-Tuning for Large Code Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:37.999251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92e3eb51-3b99-46ce-aec1-90378cd12edb · outbound

This paper cites Ia3: Parameter-efficient fine-tuning with ia3,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Ia3: Parameter-efficient fine-tuning with ia3,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.461360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5d453ae4-9151-405c-8847-c79bd0b98da4 · outbound

This paper cites Qwen2.5-7b-instruct on hugging face,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Qwen2.5-7b-instruct on hugging face,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.426574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 70b9fbf4-1ad7-44b9-9c07-08e17579af1c · outbound

This paper cites Phi-4 on hugging face,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Phi-4 on hugging face,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.395050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a352021f-3740-4872-9b36-9dfe4ad6f12f · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Explaining and Harnessing Adversarial Examples

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:38.076128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f768574e-0d4b-4b46-949c-a758c82919df · outbound

This paper cites Principal components analysis (pca),.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Principal components analysis (pca),

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:38.092239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9bcdc56-f808-40d2-bec9-9ebe930b5bf7 · outbound

This paper cites Llama 3.1-8b on hugging face,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Llama 3.1-8b on hugging face,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.348716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f1abea04-1886-48a6-975b-a66b60cf6e95 · outbound

This paper cites Llama 3.2-1b on hugging face,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Llama 3.2-1b on hugging face,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.314211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ee253e18-bb57-4486-a958-e33b7d678873 · outbound

This paper cites Llama 3.2-3b on hugging face,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Llama 3.2-3b on hugging face,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.269647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c555a5cc-2ba9-4aa3-84d0-a43ac7c47193 · outbound

This paper cites Qwen2.5-3b on hugging face,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Qwen2.5-3b on hugging face,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.233896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fd56929e-652b-41ab-9199-76060d785c7e · outbound

This paper cites Qwen2.5-7b on hugging face,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Qwen2.5-7b on hugging face,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.191165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a5d7be87-9735-481f-9765-b52238649621 · outbound

This paper cites Phi-4 on hugging face,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Phi-4 on hugging face,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.148407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 933fcab6-3f3d-474b-ac4e-7c88e3392ae8 · outbound

This paper cites Gemma 3 4b it on hugging face,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Gemma 3 4b it on hugging face,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:58.062568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 144041b4-2c08-4ef9-8ee3-244790b87cac · outbound

This paper cites Mistral-7b-instruct-v0.1 on hugging face,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Mistral-7b-instruct-v0.1 on hugging face,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:57.988684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d21679c5-3f11-45bd-a914-661608e96c05 · outbound

This paper cites Extending Llama-3's Context Ten-Fold Overnight.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Extending Llama-3's Context Ten-Fold Overnight

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:45:38.506998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 97a5f85d-f5b0-4575-ad94-3601c36a4354 · outbound

This paper cites Fine-Tuning Qwen 2.5 3B for Realistic Movie Dialogue Generation.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Fine-Tuning Qwen 2.5 3B for Realistic Movie Dialogue Generation

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:45:38.447625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 127b653a-fc03-4cac-b7af-b92dcda63c87 · outbound

This paper cites Fine-tuning gemma-7b for enhanced sentiment analysis of financial news headlines,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Fine-tuning gemma-7b for enhanced sentiment analysis of financial news headlines,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:57.912199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a3906756-8c76-4c45-91c9-c18a1840d665 · outbound

This paper cites Fine-tuning Large Language Models for Adaptive Machine Translation.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Fine-tuning Large Language Models for Adaptive Machine Translation

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:38.291461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b925b99a-48e0-4b30-a48c-a839cbd5c365 · outbound

This paper cites Gemma 2 2b it on hugging face,.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Gemma 2 2b it on hugging face,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:46:21.648704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c1d758c7-06ae-4e4d-9d69-d6e7be0f4aee · outbound

This paper cites Piracy Resistant Watermarks for Deep Neural Networks.

Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Piracy Resistant Watermarks for Deep Neural Networks

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T11:45:38.335185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3abbc680-51a3-4dba-baea-3ad64bf49b99 · inbound

Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends cites this paper.

Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification

Reference 153

Resolution: verified exact; arxiv_id, observed 2026-05-18T22:46:52.866402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cbb19b2b-58ac-4417-b917-67278ca75380 · inbound

KBF: Knowledge Boundary as Fingerprint for Language Model and Black-Box API Auditing cites this paper.

KBF: Knowledge Boundary as Fingerprint for Language Model and Black-Box API Auditing Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:31.072060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fd717b20-9488-4bf0-a812-4e98a3501592 · inbound

KBF: Knowledge Boundary as Fingerprint for Language Model and Black-Box API Auditing cites this paper.

KBF: Knowledge Boundary as Fingerprint for Language Model and Black-Box API Auditing Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T12:56:25.274337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ec2d37d-77e0-4b94-88ba-b08f83f593e2 · inbound

READER: Robust Evidence-based Authorship Decoding via Extracted Representations cites this paper.

READER: Robust Evidence-based Authorship Decoding via Extracted Representations Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:27:39.635633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 23e0d316-cc98-490e-a7f5-e01bbc8027a3 · inbound

modelDNA: Calibrated Lineage Verification and Merge Decomposition from Sampled Weight Fingerprints cites this paper.

modelDNA: Calibrated Lineage Verification and Merge Decomposition from Sampled Weight Fingerprints Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T10:27:28.207221Z

Source-reported events for the cited work

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