Paper Citation Record · LEDGER

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization

As of 7 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2608.03210.

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

pith.paper-citation-record.v1
2608.03210 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:28:00.073585Z

measured 39 of 39 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 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

39 of 39 outbound references displayed

verified exact0
verified fuzzy22
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation da4bd68c-c2d2-42e7-b7d7-19894754e341 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization On the Opportunities and Risks of Foundation Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T23:27:59.965727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64fc995c-22ef-4a83-9595-76c0553756e9 · outbound

This paper cites Language models are few-shot learners,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Language models are few-shot learners,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.445035Z

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 56cae51f-5346-4ef1-8143-898c9b1dd4cc · outbound

This paper cites Flamingo: A visual language model for few-shot learning,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Flamingo: A visual language model for few-shot learning,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.438437Z

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 d5ab539b-a5e0-40a3-b1a8-5dee4f919d90 · outbound

This paper cites Visual Instruction Tuning.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Visual Instruction Tuning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T23:27:59.975243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f313edab-387e-4212-bbcc-8f32d0f11ba4 · outbound

This paper cites BLIP-2: Bootstrapping language-image pre-training with frozen image encoders and large language models,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization BLIP-2: Bootstrapping language-image pre-training with frozen image encoders and large language models,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.431071Z

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 3549fe8f-9a88-4d8e-9199-668f7691f5b9 · outbound

This paper cites Red teaming language models with language models,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Red teaming language models with language models,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.423448Z

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 78e41568-22e8-4241-864c-5ee97bfcc17a · outbound

This paper cites Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T23:27:59.984135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba55d65d-a362-4d37-80c1-b8ecfca61c7e · outbound

This paper cites Jailbroken: How does LLM safety training fail?.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Jailbroken: How does LLM safety training fail?

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.415906Z

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 93119606-69ed-485a-a887-bd1e378d529c · outbound

This paper cites Many-shot jailbreaking,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Many-shot jailbreaking,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.408458Z

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 60ee6537-1548-4d88-b5d6-0581fa7b4af2 · outbound

This paper cites Toxicity in ChatGPT: Analyzing persona- assigned language models,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Toxicity in ChatGPT: Analyzing persona- assigned language models,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.401125Z

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 461bf32b-0d3c-406e-a2d2-b9f41977dfd5 · outbound

This paper cites In- context representation hijacking,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization In- context representation hijacking,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T23:27:59.994522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1192717c-59d8-4905-9bdc-f4c6a5e8e20c · outbound

This paper cites Jailbreaking vision-language models through the visual modality,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Jailbreaking vision-language models through the visual modality,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.393317Z

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 1a20fb7b-dabf-4294-bc0c-0fab71106511 · outbound

This paper cites GPT-4 Technical Report.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization GPT-4 Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T23:28:00.003088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f11dcc35-2e7d-4b1e-96b3-2f346a643692 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T23:28:00.005825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38199efb-ee8e-49ba-85b8-880968078b2d · outbound

This paper cites DeepSeek-V3 Technical Report.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization DeepSeek-V3 Technical Report

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T23:28:00.009049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b31d838-9185-4ad9-a9f1-e29fadcaf1c7 · outbound

This paper cites The Llama 3 Herd of Models.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization The Llama 3 Herd of Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T23:28:00.011800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68b480ad-0f73-4080-9d03-fd8bbc4db25a · outbound

This paper cites Grok-1.5 vision preview,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Grok-1.5 vision preview,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.385106Z

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 990484e4-76b1-4666-a54c-f7abcfd6efec · outbound

This paper cites Qwen3-VL Technical Report.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Qwen3-VL Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T23:28:00.017481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ce924a9-7f26-46a6-af92-785f8248e6fd · outbound

This paper cites Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T23:28:00.020752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb0c1134-f8f1-49d8-90a6-617f2e43d945 · outbound

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

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T23:28:00.023843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76517717-d12a-4d07-ae5c-62f957b8df2e · outbound

This paper cites Tree of attacks: Jailbreaking black-box LLMs automatically,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Tree of attacks: Jailbreaking black-box LLMs automatically,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.376887Z

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 e0385b35-f777-46f1-820f-c1b39b9de0c6 · outbound

This paper cites Jailbreaking Black Box Large Language Models in Twenty Queries.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Jailbreaking Black Box Large Language Models in Twenty Queries

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T23:28:00.029340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 053e6e49-fb64-4d8f-bf87-835a6708f96b · outbound

This paper cites AutoDAN- Turbo: A lifelong agent for strategy self-exploration to jailbreak LLMs,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization AutoDAN- Turbo: A lifelong agent for strategy self-exploration to jailbreak LLMs,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.369062Z

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 a5d56d20-91f8-478d-bb73-2f2c5a582e46 · outbound

This paper cites Visual adversarial examples jailbreak aligned large language mod- els,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Visual adversarial examples jailbreak aligned large language mod- els,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.361393Z

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 6cfeb28e-1035-4ee7-b808-c953f5f50527 · outbound

This paper cites FigStep: Jailbreaking large vision-language models via typographic visual prompts,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization FigStep: Jailbreaking large vision-language models via typographic visual prompts,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.353670Z

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 1c79d168-966a-4272-9e03-205c4a480427 · outbound

This paper cites Images are achilles’ heel of alignment: Exploiting visual vulnerabilities for jailbreaking multimodal large language models,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Images are achilles’ heel of alignment: Exploiting visual vulnerabilities for jailbreaking multimodal large language models,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T23:28:00.040247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8d4b30c-58ad-48bd-afe8-637895e7d1ef · outbound

This paper cites HarmBench: A standardized evaluation framework for automated red teaming and robust refusal,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization HarmBench: A standardized evaluation framework for automated red teaming and robust refusal,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T23:28:00.043174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0f43027-4db1-49c8-9159-0ecc0756e630 · outbound

This paper cites A StrongREJECT for empty jailbreaks,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization A StrongREJECT for empty jailbreaks,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.342147Z

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 f927f461-a30f-4b3b-907f-ccddac55114e · outbound

This paper cites Introducing GPT-5.5,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Introducing GPT-5.5,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.334584Z

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 9ed8f3fb-cd02-470c-9248-a3b153f1755b · outbound

This paper cites Introducing GPT-5.4 mini and nano,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Introducing GPT-5.4 mini and nano,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.327130Z

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 302d6e60-80b8-4b07-944b-cb5bf6ab81b4 · outbound

This paper cites Gemini 3.1 flash-lite,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Gemini 3.1 flash-lite,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.319702Z

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 b47630d2-3525-4003-b893-aafc458b6449 · outbound

This paper cites DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T23:28:00.060505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e6401c3-720b-41cd-bad7-240777aaf6b6 · outbound

This paper cites Available: https://ai.google.dev/gemini-api/docs/ models/gemini-3.1-flash-lite.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Available: https://ai.google.dev/gemini-api/docs/ models/gemini-3.1-flash-lite

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.311779Z

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 e4397bf1-b2bb-43d9-9efb-84dd7a68e5d7 · outbound

This paper cites Llama 3.3 70B Instruct model card,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Llama 3.3 70B Instruct model card,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.294464Z

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 0fc54b7d-6bc7-45e4-87cb-cd78fc909d9b · outbound

This paper cites DeepSeek-V4: Towards highly efficient million-token context intelligence,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization DeepSeek-V4: Towards highly efficient million-token context intelligence,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.303502Z

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 455d6e11-4146-427b-ab4b-1d40e6a7cf03 · outbound

This paper cites FlipAttack: Jailbreak LLMs via flipping,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization FlipAttack: Jailbreak LLMs via flipping,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.277460Z

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 591aa2ca-45ea-4cfc-887e-370b0ceeb00e · outbound

This paper cites Grok 4.3,.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Grok 4.3,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:28:00.286034Z

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 79c9b817-dde1-4693-8ba0-961aa40d39b5 · outbound

This paper cites MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T23:28:00.073585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05fc1d6f-1c02-4b12-a9de-f0509477361d · outbound

This paper cites Jailbreaking Vision-Language Models Through the Visual Modality.

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization Jailbreaking Vision-Language Models Through the Visual Modality

Reference 2026

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T23:28:00.179685Z

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.

Pith citing papers

No inbound Pith citation observations are available.