Adversarial Prompts for Acceptance Collapse in Speculative Decoding | Paper Citation Record

Observation 36cc452a-de89-4f7e-bbc9-487ccf0b6c8d · outbound

This paper cites GPT-4 Technical Report.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:30.211857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e2771bf-0f99-4f3d-a97c-eb2c2d182798 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:30.362906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 434af7a5-67e7-4177-8249-aa30c138303a · outbound

This paper cites Qwen Technical Report.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Qwen Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:30.526812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6326d741-9ee9-4805-b3d1-b82fe338a715 · outbound

This paper cites A Simple and Effective Pruning Approach for Large Language Models.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding A Simple and Effective Pruning Approach for Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:30.783914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b6d71b3-da42-4a24-b47e-3d07d06dad4d · outbound

This paper cites The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:30.950850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aebb7d6a-9501-445c-bd96-3f2ee082ecbf · outbound

This paper cites Smoothquant: Accurate and efficient post-training quantization for large language models.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Smoothquant: Accurate and efficient post-training quantization for large language models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:31.116990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1efb1a35-165c-4471-b933-5d2416ecfb9d · outbound

This paper cites Q-bert: Hessian based ultra low precision quantization of bert.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Q-bert: Hessian based ultra low precision quantization of bert

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:31.290972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42571301-9eed-410b-b020-70df8476847f · outbound

This paper cites Speculative decoding: Exploiting speculative execution for accelerating seq2seq generation.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Speculative decoding: Exploiting speculative execution for accelerating seq2seq generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:31.517813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66aad189-0dc5-4b22-8b5a-0d5b7c968646 · outbound

This paper cites Fast inference from transformers via speculative decoding.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Fast inference from transformers via speculative decoding

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:31.687500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bd85a32-09fa-42eb-b292-c2c0fa36bf5e · outbound

This paper cites Specinfer: Accelerating generative large language model serving with tree-based speculative inference and verification.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Specinfer: Accelerating generative large language model serving with tree-based speculative inference and verification

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:31.853850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59a69af9-e966-4265-9552-f04253ddd09a · outbound

This paper cites Lee, Deming Chen, and Tri Dao.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Lee, Deming Chen, and Tri Dao

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:32.055991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85e8470a-94dd-4269-890f-dd631d2c6e53 · outbound

This paper cites Adaspec: Adap- tive speculative decoding for fast, SLO-aware large language model serving.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Adaspec: Adap- tive speculative decoding for fast, SLO-aware large language model serving

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:32.200371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 319cc9b7-9dbd-4128-9cb5-b0dfb73ac4b3 · outbound

This paper cites Unlocking efficiency in large language model inference: A comprehensive survey of speculative decoding.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Unlocking efficiency in large language model inference: A comprehensive survey of speculative decoding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:32.358745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ee31093-68c5-43bf-aba9-3ead543b1258 · outbound

This paper cites Overcoming joint intractability with lossless hierarchical speculative decoding.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Overcoming joint intractability with lossless hierarchical speculative decoding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:32.611994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5018f9fa-88d0-4c05-ad5d-1e788eb0544d · outbound

This paper cites Block Verification Accelerates Speculative Decoding.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Block Verification Accelerates Speculative Decoding

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:32.749283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03ec5bc3-724e-4581-9992-ce475360babb · outbound

This paper cites Optimized multi-token joint decoding with auxiliary model for llm inference.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Optimized multi-token joint decoding with auxiliary model for llm inference

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:32.953608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be9f0022-779b-42c1-86e7-bc9e43858442 · outbound

This paper cites Eagle: speculative sampling requires rethinking feature uncertainty.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Eagle: speculative sampling requires rethinking feature uncertainty

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:33.101838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68aa7663-5557-4ac3-8213-da5832f8b13d · outbound

This paper cites Eagle-2: Faster inference of language models with dynamic draft trees.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Eagle-2: Faster inference of language models with dynamic draft trees

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:33.273619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9807f0df-2268-4dda-abc0-b15169d5b8c3 · outbound

This paper cites EAGLE-3: Scaling up inference acceleration of large language models via training-time test.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding EAGLE-3: Scaling up inference acceleration of large language models via training-time test

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:33.424436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 128692cd-87b5-42b1-8a3a-318255054b62 · outbound

This paper cites Litevlm: A low-latency vision-language model inference pipeline for resource-constrained environments.arXiv preprint arXiv:2506.07416, 2025.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Litevlm: A low-latency vision-language model inference pipeline for resource-constrained environments.arXiv preprint arXiv:2506.07416, 2025

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:33.519184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 617c93f7-0a1a-4646-8270-3f80f861e267 · outbound

This paper cites Accelerating decode-heavy LLM inference with speculative decoding on AWS trainium and vLLM | artificial intelligence, 2026.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Accelerating decode-heavy LLM inference with speculative decoding on AWS trainium and vLLM | artificial intelligence, 2026

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:33.572843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b845c7a-f319-498f-8fe9-0208037326f7 · outbound

This paper cites Speculative speculative decoding.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Speculative speculative decoding

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:33.728849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07cc4dbf-ae00-4362-ad47-ab7bb782af4b · outbound

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

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Accelerating Large Language Model Decoding with Speculative Sampling

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:33.867061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08ff9b0d-39ea-4092-935e-a913e35fa248 · outbound

This paper cites Snakes and ladders: Accelerating ssm inference with speculative decoding.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Snakes and ladders: Accelerating ssm inference with speculative decoding

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:33.999149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e8962f1-d70b-425f-84d7-74dc816c5883 · outbound

This paper cites SDSAT: Accelerating LLM Inference through Speculative Decoding with Semantic Adaptive Tokens.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding SDSAT: Accelerating LLM Inference through Speculative Decoding with Semantic Adaptive Tokens

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:34.152595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfb9eacd-c7cd-45fb-8e4c-efb1814d344a · outbound

This paper cites Online Speculative Decoding.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Online Speculative Decoding

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:34.296087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e188b815-cd0c-40e2-9bb2-ac489dd188d6 · outbound

This paper cites Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:34.444889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a0e2a23-cb98-4eaf-9238-1e9cef3171b5 · outbound

This paper cites AdaEDL: Early Draft Stopping for Speculative Decoding of Large Language Models via an Entropy-based Lower Bound on Token Acceptance Probability.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding AdaEDL: Early Draft Stopping for Speculative Decoding of Large Language Models via an Entropy-based Lower Bound on Token Acceptance Probability

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:34.549130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cf89e8e-1fce-429d-825a-2b827c7bd4e8 · outbound

This paper cites Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:34.620346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da45cb12-dc80-48ef-b988-b9305bd51b25 · outbound

This paper cites Alignment-augmented speculative decoding with alignment sampling and conditional verification.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Alignment-augmented speculative decoding with alignment sampling and conditional verification

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:34.724988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d662796e-96ad-460d-ba29-52b562f477fd · outbound

This paper cites Decoding speculative decoding.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Decoding speculative decoding

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:34.934990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b10f90e-a9d3-48c4-8726-cad81e0150dc · outbound

This paper cites When speculation spills secrets: Side channels via speculative decoding in LLMs.arXiv preprint arXiv:2411.01076, 2024.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding When speculation spills secrets: Side channels via speculative decoding in LLMs.arXiv preprint arXiv:2411.01076, 2024

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:35.101906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f64570c1-5536-4dd3-a183-3249d52b3042 · outbound

This paper cites Speculative safety-aware decoding.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Speculative safety-aware decoding

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:35.226454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e88d3c8-3a31-4485-a60f-d643f897ca28 · outbound

This paper cites Sponge examples: Energy-latency attacks on neural networks.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Sponge examples: Energy-latency attacks on neural networks

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:35.318331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c91eae2-fdca-455c-ba8d-79691f935cb9 · outbound

This paper cites LLM Safeguard is a Double-Edged Sword: Exploiting False Positives for Denial-of-Service Attacks.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding LLM Safeguard is a Double-Edged Sword: Exploiting False Positives for Denial-of-Service Attacks

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:35.459929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46d7f7b7-2b13-4e4e-a703-cfae0a29ed61 · outbound

This paper cites An engorgio prompt makes large language model babble on.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding An engorgio prompt makes large language model babble on

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:35.638466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 313be6c6-f4b9-440f-8fb3-54e0cdeee70e · outbound

This paper cites Rethinking latency denial-of-service: Attacking the LLM serving framework, not the model.arXiv preprint arXiv:2602.07878, 2026.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Rethinking latency denial-of-service: Attacking the LLM serving framework, not the model.arXiv preprint arXiv:2602.07878, 2026

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:35.765826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bba15d69-9548-43c4-9040-0a68fd086097 · outbound

This paper cites Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:35.900404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 727fd2bb-7d5a-4e2f-93e6-f165e9326e1e · outbound

This paper cites Speculative decoding: Performance or illusion?arXiv preprint arXiv:2601.11580, 2026.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Speculative decoding: Performance or illusion?arXiv preprint arXiv:2601.11580, 2026

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:36.034195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3860f65-e856-4ea1-bde1-91d7c5bbe848 · outbound

This paper cites An empirical study of speculative decoding for small language models.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding An empirical study of speculative decoding for small language models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:36.154005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d989a324-c5a8-4197-bca5-19dfaaa028bb · outbound

This paper cites Efficient memory management for large language model serving with PagedAttention.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Efficient memory management for large language model serving with PagedAttention

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:36.226837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80287d12-fdfa-488e-88d7-dfc44950d6cf · outbound

This paper cites Text generation inference (TGI).

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Text generation inference (TGI)

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:36.361065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a98711de-7c55-4f48-a6c5-984f10c9c2a2 · outbound

This paper cites Continuous batching from first principles.https://huggingface.co/blog/continuous_batching, 2025.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Continuous batching from first principles.https://huggingface.co/blog/continuous_batching, 2025

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:36.505120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91608996-c3a5-411b-a781-254d10ea9c7b · outbound

This paper cites Openai api pricing.https://openai.com/api/pricing/, 2026.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Openai api pricing.https://openai.com/api/pricing/, 2026

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:36.644623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7558b853-f37f-4a13-b87b-2611ddd99c2f · outbound

This paper cites Rate limits.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Rate limits

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:36.761972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3a9e20a-55ab-4fbe-8a64-98006e6512d5 · outbound

This paper cites Performance and latency.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Performance and latency

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:36.896910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13c94e2c-5011-43ba-8fce-deaacbaf7391 · outbound

This paper cites Use provisioned throughput.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Use provisioned throughput

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:37.033865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceaf2eae-8ce3-45a0-aa1d-d7ae0549b7e7 · outbound

This paper cites Training verifiers to solve math word problems, 2021.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Training verifiers to solve math word problems, 2021

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:37.236466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f97cb47-8ae9-43ea-8f3f-8de0458f6748 · outbound

This paper cites an unresolved cited work.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:37.316899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d36121a6-9a77-4751-b9ba-46173ff13414 · outbound

This paper cites Liu, and Christopher D.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Liu, and Christopher D

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:37.526744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc42a5de-a1f8-4c09-ad63-51a88dac7e07 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:37.685720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbb54776-e048-416e-a0b6-f48d5b6a01ea · outbound

This paper cites Detecting Language Model Attacks with Perplexity.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Detecting Language Model Attacks with Perplexity

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:37.895141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3337a22f-2507-40e5-94ae-1c5790780f32 · outbound

This paper cites Baseline Defenses for Adversarial Attacks Against Aligned Language Models.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding Baseline Defenses for Adversarial Attacks Against Aligned Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:38.107533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0c396ab-fd2e-4dee-b66c-3512be1894f2 · outbound

This paper cites LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:38.283156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09d2e296-6221-4395-85e2-89740a9e6204 · outbound

This paper cites The art of defending: A systematic evaluation and analysis of LLM defense strategies on safety and over-defensiveness.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding The art of defending: A systematic evaluation and analysis of LLM defense strategies on safety and over-defensiveness

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:38.449198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28c3ba7d-adf4-48f9-992c-80267ff1645b · outbound

This paper cites @drawable/box.

Adversarial Prompts for Acceptance Collapse in Speculative Decoding @drawable/box

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-01T06:43:38.629810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers