Paper Citation Record · LEDGER

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning

As of 12 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2412.12192.

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

pith.paper-citation-record.v1
2412.12192 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:49:38.207015Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

37 of 37 outbound references displayed

verified exact1
verified fuzzy1
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 56e3a0f8-fed4-486d-9787-f8501cdb5f3f · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:49:38.983773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bb44dcbc-18ac-483a-84b2-6794a74a8dac · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:49:38.967630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cab2ed8b-3ef1-42a7-a015-87d462c4c400 · outbound

This paper cites Detecting Language Model Attacks with Perplexity.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Detecting Language Model Attacks with Perplexity

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:37.983524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a487d79-1886-4390-ac6f-208c94ce48e9 · outbound

This paper cites Many-shot jailbreaking.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Many-shot jailbreaking

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:37.997656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bf121c5-03aa-41ea-a65b-e1b8142337f7 · outbound

This paper cites Ask Me Anything: A simple strategy for prompting language models.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Ask Me Anything: A simple strategy for prompting language models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.008422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b464f131-da5d-40ee-9c17-cd5e16764827 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.014688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef9d47b6-6588-414d-b514-9dfa291349a8 · outbound

This paper cites JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.020895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ced0d02-2663-4bb7-a21a-c6efeac01686 · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:49:38.940247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 590daacd-3a21-460c-8a58-2d1efcae9570 · outbound

This paper cites StruQ: Defending Against Prompt Injection with Structured Queries.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning StruQ: Defending Against Prompt Injection with Structured Queries

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.033030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9c5f089-b40f-4354-9715-298ffaccd2e8 · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:49:38.921925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 37a98e4c-67e5-4991-bd4b-aa9f7799f3d6 · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:49:38.903125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6344458f-f3fe-4c42-89be-8a3ded512dfd · outbound

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

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Baseline Defenses for Adversarial Attacks Against Aligned Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.053367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64e0022b-ed86-426e-91d0-425caed24e62 · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.060002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29f7255c-33bb-47be-bcb9-9275ee56365b · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.065486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 315703e0-f13d-4a7a-ac48-e4533c307e94 · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:49:38.873612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ae564471-89a6-4872-ab29-395be8805a34 · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:49:38.855716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a77f4d9e-2c52-4815-8a13-1d3175a035cd · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.084030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e516fc74-c39e-49c4-923a-a630fca9aa71 · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.089531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c4e867d-26d3-414d-b6a6-96ebbc586dbe · outbound

This paper cites A Survey to Recent Progress Towards Understanding In-Context Learning.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning A Survey to Recent Progress Towards Understanding In-Context Learning

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:49:38.480509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b6d77e67-2190-4745-bf0a-9ebc952f877e · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.102029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 145b31fa-30f6-441f-94bd-d45641ab7393 · outbound

This paper cites Safety Alignment Should Be Made More Than Just a Few Tokens Deep.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Safety Alignment Should Be Made More Than Just a Few Tokens Deep

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.107884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 210a6de6-285f-4077-9e65-f2c751926d31 · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.113896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dbf44a4-7499-4812-b352-ae7b8c3a89e6 · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.119840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19caa072-27a4-4f51-85ed-b3d93f458b3a · outbound

This paper cites The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.125760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f58f37e-fe4a-4761-998b-eced70c43aa5 · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.131482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c07fc67-b080-4b5e-b5d2-05d3b864ad95 · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.136544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fedc0ca-9974-49fb-8a0f-8024c1a93efe · outbound

This paper cites Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.142015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 587ba05a-dec8-45d0-9151-6374562d3ae9 · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.148391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6722b334-6c11-4307-9ef3-bf97e4c0b209 · outbound

This paper cites SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.154173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49dfec1c-ae09-40bf-a4cd-4ef34ff234f1 · outbound

This paper cites An llm can fool itself: A prompt-based adversarial attack.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning An llm can fool itself: A prompt-based adversarial attack

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:38.768863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b54371ea-5ff7-4d3c-a7df-ce7df814d617 · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.167045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88d00520-b6f8-43da-ab1d-1d84a517db43 · outbound

This paper cites GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.172598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be5651ec-42f8-400c-9d88-90059da9fa04 · outbound

This paper cites an unresolved cited work.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.179437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c67125cb-0e8a-4f01-944d-fdd8a3db0a57 · outbound

This paper cites AutoDAN: Interpretable Gradient-Based Adversarial Attacks on Large Language Models.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning AutoDAN: Interpretable Gradient-Based Adversarial Attacks on Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.186214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f10d8c8-723a-48c6-8800-565146e4e048 · outbound

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

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.193238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 605d71d9-8ab6-4177-ab0f-b1a6971305aa · outbound

This paper cites online" 'onlinestring :=.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning online" 'onlinestring :=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.200619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99b2a46d-0d28-4bdc-ae0e-7259e990d1ef · outbound

This paper cites write newline.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning write newline

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.207015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.