Paper Citation Record · LEDGER

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance

As of 20 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 2 inbound Pith citation observations for arXiv:2505.23839.

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

pith.paper-citation-record.v1
2505.23839 v1

Coverage vector

measured 82 of 82 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:15:24.892368Z

measured 84 of 84 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:03:20.217895Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T21:03:20.350914Z

Reference resolution

82 of 82 outbound references displayed

verified exact1
verified fuzzy54
unresolved26
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 96af2e2e-25b8-4320-a52c-95dc787443bc · outbound

This paper cites https://ibbis.bio/our-work/common-mechanism/.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance https://ibbis.bio/our-work/common-mechanism/

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:15.645030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbdc4085-589a-4c04-a9ed-626b965ff97d · outbound

This paper cites Accurate structure prediction of biomolecular interactions with alphafold 3.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Accurate structure prediction of biomolecular interactions with alphafold 3

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:15.738216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 922d194c-9033-4664-bd6c-85dc4085e7b3 · outbound

This paper cites Complementary dna sequencing: expressed sequence tags and human genome project.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Complementary dna sequencing: expressed sequence tags and human genome project

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:35.614084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9bd51d8e-49e5-4742-86af-62e56996f94b · outbound

This paper cites Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:15.958830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 692ba414-6f62-4211-a5cc-5005a80441af · outbound

This paper cites Many-shot jailbreaking.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Many-shot jailbreaking

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:35.430611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fa16e87b-f4a9-47e1-82b6-fe7e4e2346c1 · outbound

This paper cites Effective gene expression prediction from sequence by integrating long-range interactions.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Effective gene expression prediction from sequence by integrating long-range interactions

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:35.193747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ad50268b-17f3-498b-9174-65117e6ea328 · outbound

This paper cites Protein design meets biosecurity, 2024.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Protein design meets biosecurity, 2024

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:34.918603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fbe8c759-24f4-402e-9e7d-7f7456507e8a · outbound

This paper cites Feline immunod- eficiency virus: an interesting model for aids studies and an important cat pathogen.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Feline immunod- eficiency virus: an interesting model for aids studies and an important cat pathogen

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:34.695699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0f154aff-d4ca-44da-a952-73cb24ece660 · outbound

This paper cites Synthetic biology.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Synthetic biology

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:34.409698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d1c93836-7d83-4a39-af19-39cc9b066b1c · outbound

This paper cites Scaling Trends for Data Poisoning in LLMs.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Scaling Trends for Data Poisoning in LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:16.780284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff418697-9af8-4f62-b943-971ea61f52a4 · outbound

This paper cites Genome modeling and design across all domains of life with evo 2.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Genome modeling and design across all domains of life with evo 2

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:16.915917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30cc3157-cdd1-4bae-90fb-40edfba616ef · outbound

This paper cites Rabies virus.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Rabies virus

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:34.166163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f3829f78-c187-4c5b-8e46-71ca4a7e6160 · outbound

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

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:17.202354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8ff6c77-bcb0-46be-9ea7-0cbadbbe275e · outbound

This paper cites Pappas, and Eric Wong.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Pappas, and Eric Wong

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:33.920056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7eab66a0-57b7-448b-a2dd-c1072a8e4a3e · outbound

This paper cites Central dogma of molecular biology.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Central dogma of molecular biology

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:33.739589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 668b06d4-7a2c-4f21-bb92-3477b48f5678 · outbound

This paper cites Nucleotide transformer: building and evaluating robust foundation models for human genomics.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Nucleotide transformer: building and evaluating robust foundation models for human genomics

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:33.484237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 789925d2-96e5-4de7-be2c-60a91a6d188e · outbound

This paper cites PathoLM: Identifying pathogenicity from the DNA sequence through the Genome Foundation Model.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance PathoLM: Identifying pathogenicity from the DNA sequence through the Genome Foundation Model

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:15:25.364650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c4c50ece-2f9a-4e20-b077-44ad990afeba · outbound

This paper cites A Survey on In-context Learning.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance A Survey on In-context Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:17.889282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff3af24a-9566-424b-b52a-be8d946c28cc · outbound

This paper cites Select agents and toxins list, 2025.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Select agents and toxins list, 2025

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:33.300838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f293ce1a-5d65-412f-a873-cceff04ae7d1 · outbound

This paper cites Measles virus, immune control, and persistence.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Measles virus, immune control, and persistence

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:33.120868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4e0f41f4-44b8-40f7-a442-f024abb1e07e · outbound

This paper cites Cold-attack: Jailbreaking llms with stealthiness and controllability, 2024.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Cold-attack: Jailbreaking llms with stealthiness and controllability, 2024

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:18.280261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25e7a8c0-2120-4312-bd98-6c73491a3277 · outbound

This paper cites an unresolved cited work.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:15:32.966553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 698d0f77-0d63-4e85-acf3-c0a0afcc94f6 · outbound

This paper cites Nextstrain: real-time tracking of pathogen evolution.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Nextstrain: real-time tracking of pathogen evolution

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:32.707079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 32ac29fc-9d19-4eb7-980b-5fdfeb44febc · outbound

This paper cites Sars-cov-2 variants, spike mutations and immune escape.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Sars-cov-2 variants, spike mutations and immune escape

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:32.499777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 68fa0293-2d44-4dbe-acf3-d69393c87002 · outbound

This paper cites Sars-cov-2 journey: from alpha variant to omicron and its sub-variants.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Sars-cov-2 journey: from alpha variant to omicron and its sub-variants

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:32.316570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f5ad2804-bf34-4358-81c0-efbc95828fca · outbound

This paper cites Beavertails: Towards improved safety alignment of llm via a human-preference dataset.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Beavertails: Towards improved safety alignment of llm via a human-preference dataset

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:32.189983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c529b31e-2d17-4072-846e-23299bb9508f · outbound

This paper cites Dnabert: pre-trained bidirectional encoder representations from transformers model for dna-language in genome.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Dnabert: pre-trained bidirectional encoder representations from transformers model for dna-language in genome

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:31.993930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b94bc34c-961f-4213-b9dd-35a07a044517 · outbound

This paper cites Artprompt: Ascii art-based jailbreak attacks against aligned llms, 2024.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Artprompt: Ascii art-based jailbreak attacks against aligned llms, 2024

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:31.844366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 88202ba8-1d76-4e54-8cd1-4e39c0512247 · outbound

This paper cites Guard: Role-playing to generate natural-language jailbreakings to test guideline adherence of large language models, 2024.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Guard: Role-playing to generate natural-language jailbreakings to test guideline adherence of large language models, 2024

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:31.644090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c1b1c32e-d53c-4318-88fa-95a9ccda8b76 · outbound

This paper cites A watermark for large language models.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance A watermark for large language models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:19.105532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ee57a93-887c-4b58-9a2a-80846eeac43f · outbound

This paper cites Rapid and parallel adaptive mutations in spike s1 drive clade success in sars-cov-2.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Rapid and parallel adaptive mutations in spike s1 drive clade success in sars-cov-2

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:31.419018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fd02f1d4-1c4e-4df7-922d-442cc9017cdc · outbound

This paper cites Hepatitis c virus infection.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Hepatitis c virus infection

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:31.200912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6de6f545-9435-4134-a3d8-2eb3a55a9ca1 · outbound

This paper cites Autodan: Generating stealthy jailbreak prompts on aligned large language models.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Autodan: Generating stealthy jailbreak prompts on aligned large language models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:19.329695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47d4f2b6-7427-41a0-ab0d-a748ea96a9ac · outbound

This paper cites Codechameleon: Personalized encryption framework for jailbreaking large language models, 2024.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Codechameleon: Personalized encryption framework for jailbreaking large language models, 2024

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:30.939348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 830e7153-fb20-4390-b167-e29a6b8d6e5f · outbound

This paper cites The evolution of sars-cov-2.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance The evolution of sars-cov-2

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:30.700575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6cc3b347-e421-40a6-95eb-5ff0e68faf5a · outbound

This paper cites HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:19.578203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d133c551-2623-4322-9a95-bd8f70bea975 · outbound

This paper cites Semantic mining of functional de novo genes from a genomic language model.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Semantic mining of functional de novo genes from a genomic language model

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:19.650396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 814625a6-0916-4a89-b7a5-edbcbc23962c · outbound

This paper cites Diverse variola virus (smallpox) strains were widespread in northern europe in the viking age.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Diverse variola virus (smallpox) strains were widespread in northern europe in the viking age

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:30.552385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4b941376-b4ed-4814-b394-e34ed17594f5 · outbound

This paper cites Sequence modeling and design from molecular to genome scale with evo.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Sequence modeling and design from molecular to genome scale with evo

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:19.812021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3660a495-8f50-42df-a997-d0a3e7612e4c · outbound

This paper cites Hyenadna: Long-range genomic sequence modeling at single nucleotide resolution.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Hyenadna: Long-range genomic sequence modeling at single nucleotide resolution

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:30.329634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bf349b06-df83-4a2b-9a2b-1355f69fa152 · outbound

This paper cites Reovirus: a new approach to cancer therapy.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Reovirus: a new approach to cancer therapy

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:30.168868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation eaae652c-df0b-4ff9-b3ca-4588f36cdbc9 · outbound

This paper cites Developing guardrails for ai biodesign tools.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Developing guardrails for ai biodesign tools

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:29.984364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 727123d9-10fe-4a32-b1c6-1f596a6da24e · outbound

This paper cites Training language models to follow instructions with human feedback.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Training language models to follow instructions with human feedback

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:29.850895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 18a05606-ba72-4d32-bde8-b838ef7370cd · outbound

This paper cites Noroviruses: a comprehensive review.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Noroviruses: a comprehensive review

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:29.720169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 83c911bf-3bd3-4bfd-97cd-1be9c51d532f · outbound

This paper cites homology.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance homology

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:29.544649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c23f016a-9180-42f1-822e-54b222d1c257 · outbound

This paper cites Increased cyber- biosecurity for dna synthesis.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Increased cyber- biosecurity for dna synthesis

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:29.389858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2c35db93-f34e-4e13-b7a6-ab50818a4f4b · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Direct preference optimization: Your language model is secretly a reward model

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:20.657283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa3d08c0-3259-49e5-8646-daecc94b4703 · outbound

This paper cites The family herpesviridae: an update.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance The family herpesviridae: an update

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:29.236521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4db069d4-66b2-46dc-8954-f5690e641109 · outbound

This paper cites Molecular biology, pathogenesis and pathology of mumps virus.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Molecular biology, pathogenesis and pathology of mumps virus

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:29.093645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 639502f7-f4d2-447e-9f1d-af70d3c853d7 · outbound

This paper cites Molecular characterization of multidrug-resistant eskapee pathogens from clinical samples in chonburi, thailand (2017–2018).

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Molecular characterization of multidrug-resistant eskapee pathogens from clinical samples in chonburi, thailand (2017–2018)

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:28.968537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5146f6b5-3d20-4d2c-84cf-4cbf73bacb43 · outbound

This paper cites Markosyan, Manish Bhatt, Yuning Mao, Minqi Jiang, Jack Parker-Holder, Jakob Foerster, Tim Rocktäschel, and Roberta Raileanu.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Markosyan, Manish Bhatt, Yuning Mao, Minqi Jiang, Jack Parker-Holder, Jakob Foerster, Tim Rocktäschel, and Roberta Raileanu

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:28.844959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2b281997-17cb-4f28-9a79-d69d8ca6581e · outbound

This paper cites Dna language model grover learns sequence context in the human genome.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Dna language model grover learns sequence context in the human genome

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:28.626167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f7ecc60e-a5b1-43e6-b35c-014b04214883 · outbound

This paper cites Ncbi taxonomy: a comprehensive update on curation, resources and tools.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Ncbi taxonomy: a comprehensive update on curation, resources and tools

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:28.363963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 634621b4-05df-496f-97b2-374751a89bdb · outbound

This paper cites A long-context language model for deciphering and generating bacteriophage genomes.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance A long-context language model for deciphering and generating bacteriophage genomes

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:28.248848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 69232e9a-9a9f-40c9-8e7d-0871eaf2c212 · outbound

This paper cites do anything now.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance do anything now

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:21.178102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2659f00b-cfc9-429d-9567-1ed6e1943557 · outbound

This paper cites Hiv-1 pathogenesis.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Hiv-1 pathogenesis

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:28.112623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5830d36a-3cc5-4a73-b49f-e4fe8264e7d6 · outbound

This paper cites Built-in safeguards might stop ai from designing bioweapons, April 2025.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Built-in safeguards might stop ai from designing bioweapons, April 2025

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:27.952048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ca5f457f-c325-4b64-a9a0-d3065d620236 · outbound

This paper cites The sequence of the human genome.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance The sequence of the human genome

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:27.793130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1de75804-9629-423e-8850-156909154c85 · outbound

This paper cites https://old.reddit.com/r/ChatGPT/comments/zlcyr9/dan_is_my_ new_friend/, 2022.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance https://old.reddit.com/r/ChatGPT/comments/zlcyr9/dan_is_my_ new_friend/, 2022

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:27.670107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 68307132-67c3-4a08-84e8-993a51da8f29 · outbound

This paper cites A call for built-in biosecurity safeguards for generative ai tools.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance A call for built-in biosecurity safeguards for generative ai tools

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:27.524476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3db27f40-f5ce-4c37-947b-453c0833c096 · outbound

This paper cites Foot in the door: Understanding large language model jailbreaking via cognitive psychology, 2024.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Foot in the door: Understanding large language model jailbreaking via cognitive psychology, 2024

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:27.383908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3ae866cd-3a86-4d0c-a154-b1708d7a0860 · outbound

This paper cites Jailbroken: How Does LLM Safety Training Fail?.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Jailbroken: How Does LLM Safety Training Fail?

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:22.055256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10530c90-efb7-40a1-a29a-f8dcc4134f18 · outbound

This paper cites Jailbreak and guard aligned language models with only few in-context demonstrations, 2024.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Jailbreak and guard aligned language models with only few in-context demonstrations, 2024

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:27.251939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8ac05d4b-b953-463f-ada2-33504543289e · outbound

This paper cites Genetics of poliovirus.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Genetics of poliovirus

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:27.101234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a2f17087-84b3-450e-9884-da691b3ee2c7 · outbound

This paper cites Sars-cov-2: a new coronavirus and its impact on human health.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Sars-cov-2: a new coronavirus and its impact on human health

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:26.897400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 207dc771-c0de-41c5-933f-c84530910198 · outbound

This paper cites A new coronavirus associated with human respiratory disease in china.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance A new coronavirus associated with human respiratory disease in china

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:26.749030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c65e6e23-fff0-487e-b0d9-8dc438b3565a · outbound

This paper cites Generator: A long-context generative genomic foundation model.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Generator: A long-context generative genomic foundation model

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:23.010234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01f48cb6-8fbb-4c9a-99e4-0fb5374e52df · outbound

This paper cites Cognitive overload: Jailbreaking large language models with overloaded logical thinking, 2024.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Cognitive overload: Jailbreaking large language models with overloaded logical thinking, 2024

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:26.598233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cc6d8a3d-dd92-447f-b448-9b04f2c76954 · outbound

This paper cites Blast: improvements for better sequence analysis.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Blast: improvements for better sequence analysis

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:26.466974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ab07f138-3346-495a-9cee-643b798933c5 · outbound

This paper cites Jailbreak Attacks and Defenses Against Large Language Models: A Survey.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Jailbreak Attacks and Defenses Against Large Language Models: A Survey

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:23.541919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d2ea978-a605-43d8-a904-360d3b0ea3f4 · outbound

This paper cites an unresolved cited work.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:15:26.324421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4f5be09f-e1d4-451c-a5ad-340f297e40a5 · outbound

This paper cites Human parvovirus b19: an update on its biology, epidemiology, and clinical manifestations.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Human parvovirus b19: an update on its biology, epidemiology, and clinical manifestations

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:26.142924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c7d5a895-3ce8-4ecf-b466-72216c4d13f8 · outbound

This paper cites Gpt-4 is too smart to be safe: Stealthy chat with llms via cipher, 2024.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Gpt-4 is too smart to be safe: Stealthy chat with llms via cipher, 2024

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:23.907100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51006c2a-f7b6-4f8d-bb61-b5c1391b9581 · outbound

This paper cites How johnny can persuade llms to jailbreak them: Rethinking persuasion to challenge ai safety by humanizing llms, 2024.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance How johnny can persuade llms to jailbreak them: Rethinking persuasion to challenge ai safety by humanizing llms, 2024

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:25.995230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8c99e0c3-b3d7-453c-b85f-4e0d9a0ced9c · outbound

This paper cites DNAGPT: A Generalized Pre-trained Tool for Versatile DNA Sequence Analysis Tasks.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance DNAGPT: A Generalized Pre-trained Tool for Versatile DNA Sequence Analysis Tasks

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:24.136385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d00dca34-64a9-4fe4-b6eb-0de796e04d9e · outbound

This paper cites {REMARK-LLM}: A robust and efficient watermarking framework for generative large lan- guage models.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance {REMARK-LLM}: A robust and efficient watermarking framework for generative large lan- guage models

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:25.760862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 53449a04-70b1-4d9a-9fa8-9acee244b96b · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:24.390407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 363b1e89-a86c-4572-8301-e3101e9d7800 · outbound

This paper cites AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:24.496048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7870e03f-04b4-4169-a6d9-619b08e956b8 · outbound

This paper cites How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:24.614398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8862244a-006e-4a9d-a184-d59a348ab690 · outbound

This paper cites DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genome.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genome

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:24.749565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7719b35-68ec-4dfd-af76-f831f5c02749 · outbound

This paper cites sequences.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance sequences

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:25.644009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b976f3e3-ba15-4d8b-955f-b78220e3286a · outbound

This paper cites an unresolved cited work.

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance Unresolved cited work

Reference 2024

Resolution: parse uncertain; no resolver link, observed 2026-08-07T13:15:20.118044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 40d1bd03-db02-4cd9-85c4-9df2171eb2f0 · inbound

An Early Warning of Emerging Biosecurity Risks in Frontier LLMs cites this paper.

An Early Warning of Emerging Biosecurity Risks in Frontier LLMs GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-01T16:21:28.819243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08c0b9ce-ee9e-499c-a2b0-a08f95c17876 · inbound

Genotypic Triggers: Exposing Pharmacogenomic Blind Spots via Host-Specific Backdoors in Generative Antimicrobial Peptide Models cites this paper.

Genotypic Triggers: Exposing Pharmacogenomic Blind Spots via Host-Specific Backdoors in Generative Antimicrobial Peptide Models GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:03:20.360294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.