Paper Citation Record · LEDGER

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding

As of 4 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2605.14005.

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

pith.paper-citation-record.v1
2605.14005 v2

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-20T20:57:28.093556Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

15 of 15 outbound references displayed

verified exact12
verified fuzzy3
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 24a935fa-1487-42dd-95b1-bb0355d392f2 · outbound

This paper cites Hydra: Sequentially-Dependent Draft Heads for Medusa Decoding.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding Hydra: Sequentially-Dependent Draft Heads for Medusa Decoding

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:59:01.605433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c5599c7d-7952-4b93-b351-b47614586a40 · outbound

This paper cites Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-20T20:59:01.583604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 396fede7-60d1-40c2-806d-3d3164bbeb37 · outbound

This paper cites Accelerating Large Language Model Decoding with Speculative Sampling.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding Accelerating Large Language Model Decoding with Speculative Sampling

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-20T20:59:01.617179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 16bd0b55-ef1b-4e39-b663-8ebfc74bf430 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding Evaluating Large Language Models Trained on Code

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-20T20:59:01.580491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b7e7f201-214c-49b2-b838-54a9a7d84141 · outbound

This paper cites Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality.See https://vicuna.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality.See https://vicuna

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:59:02.352838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 437f7982-474a-4197-860c-390c7c23e51e · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding Training Verifiers to Solve Math Word Problems

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-20T20:59:01.601467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8ceeaec4-8ea2-436e-b463-a4a6497b8c23 · outbound

This paper cites AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:59:01.587947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation fcbe0a21-e0ae-4d28-a396-432e45b20be2 · outbound

This paper cites The Llama 3 Herd of Models.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding The Llama 3 Herd of Models

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-20T20:59:01.594619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ed088e03-63a3-45cb-9f64-6cd4bea74578 · outbound

This paper cites Griffin: Effective token alignment for faster speculative decoding.arXiv preprint arXiv:2502.11018, 2025a.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding Griffin: Effective token alignment for faster speculative decoding.arXiv preprint arXiv:2502.11018, 2025a

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:59:01.609912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9f8e94d2-7c55-4872-ba18-22fc56c2ca16 · outbound

This paper cites EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-05-20T20:59:01.613579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7a66fd5a-52f4-433a-9fbd-97236f3acaa6 · outbound

This paper cites DeepSeek-V3 Technical Report.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding DeepSeek-V3 Technical Report

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-20T20:59:01.598114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation fbb6e772-0eb0-4004-8727-1a8aff5ce8a1 · outbound

This paper cites Secdecoding: Steerable decoding for safer llm generation.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding Secdecoding: Steerable decoding for safer llm generation

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:59:01.591695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ea47c1a9-017c-4efa-8d8e-75ad77dfc3c6 · outbound

This paper cites Qwen3 Technical Report.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding Qwen3 Technical Report

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-20T20:59:01.620404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 783ef89b-5eed-4c6c-a04e-09828bd538ef · outbound

This paper cites We evaluate MISTLETOEon several widely used speculative decoding frameworks and describe their implementation settings below.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding We evaluate MISTLETOEon several widely used speculative decoding frameworks and describe their implementation settings below

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:59:02.349755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 73036797-9d58-49af-abfe-7e63a5c938fc · outbound

This paper cites The null-space rejection weight is fixed to λ= 2.0 , corresponding to Eq.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding The null-space rejection weight is fixed to λ= 2.0 , corresponding to Eq

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:59:02.346576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

No inbound Pith citation observations are available.