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Paper Citation Record · LEDGER

GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance

As of 7 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 1 inbound Pith citation observation 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 83 of 83 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T16:21:28.819243Z

measured 0 of 1 external citation measurements

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

Source: cited_works

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.

source=pdf_text observed=2026-08-07T13:15:15.645030Z digest=sha256:1d2c12bc432db0149ee37d8aa5d78a0cbd1d29c9ff06e74edae6ebf78b6356df

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.

source=pdf_text observed=2026-08-07T13:15:15.738216Z digest=sha256:6f9eee971baeff23c2af89732d9834e49d5779199da2c09808975403be93f4b1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:15.863853Z digest=sha256:3ff7c820cf8ae1bd0e40f66edc2daf01a41c53987d5c96f1706664ef256bcd32

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.

source=pdf_text observed=2026-08-07T13:15:15.958830Z digest=sha256:f5cfe86ee408fcfbb6abfefd0aeeca3834ba6c7c262d77f13a471b0a3ddc612a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:16.082669Z digest=sha256:d47f1aefb4b9cbfade59abf851933a515d2c2005d85f2e507826acc9e0a16906

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:16.216414Z digest=sha256:2fc86866ba91759985dfb10509c4089464e70ece816bbcc47e83813d21fda8bf

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:16.365737Z digest=sha256:60d3eb413ff3e0d32ebfbd8a8c7f0bedd695abd4de9f0b17eb179c650f644193

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:16.508158Z digest=sha256:3cab8bb9f8001632b944ae658045c756c4b4de968a5b59fa5c08b979964977c5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:16.612841Z digest=sha256:d8dae9fff3a4ab39706105485a59e5378ead6093c92d981678fa8bd41eac7073

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.

source=pdf_text observed=2026-08-07T13:15:16.780284Z digest=sha256:6c11f9990aff95054e3c07d731de3bd94be7b2b68df70058b621815a414007b2

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.

source=pdf_text observed=2026-08-07T13:15:16.915917Z digest=sha256:12329093bbb5e023d564a882c1d72eaefdea674e5f9654df530bd850ebea3222

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:17.067924Z digest=sha256:8cdfcd9539fd07f57d229932c9ac2303a60643694f6bfe6a7221d50f3a1d631e

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.

source=pdf_text observed=2026-08-07T13:15:17.202354Z digest=sha256:82f96dc164cbf7b7972fad3029c86e37abdcaecc446a184d817d326fea74e701

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:17.370929Z digest=sha256:fffe67eac5754635750bbe3ab36712bf1828214e991a75e14f0eb646ddc0b1a6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:17.481013Z digest=sha256:c26578cc98ea87b6199dfce54c424602a7cc4e5e2a4f50b77bb2e44cba0343be

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:17.642650Z digest=sha256:1d33242d2298e71055a5459c5fe05b7398a54a04a7d941183e17ac5f06e642ba

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:17.769003Z digest=sha256:3bfcb8543934bb41f8a954950da9bbfaa2ad9c32137c2280dcf272122eaabf30

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.

source=pdf_text observed=2026-08-07T13:15:17.889282Z digest=sha256:50669a299160f3899d878d4d0fed8c6592fe0107a9e9ec38de4ed320674a7098

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:18.052709Z digest=sha256:132d29e12726b7bf0869781df0d1499c32f02413f9fba52ed694cc863f655d62

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:18.162191Z digest=sha256:60b8d57ed52a904e0f7c4ec7790c2bc22004972f20b4664a24b102d607d503dd

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.

source=pdf_text observed=2026-08-07T13:15:18.280261Z digest=sha256:13c2f5dca024ea6cae47a4ee5b410c0f55b90f6ad969c4e4e307db13cab09ef4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:18.392905Z digest=sha256:44cbfbde54956a1c724a9aef9307509c3b8e6da4a6b30a6f782b8eccc37f2d9d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:18.509607Z digest=sha256:1a962354a5fb0918e033e1b782b1da8ff51d8fa1a0dc8a60244d62712d23f86c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:18.632395Z digest=sha256:1d41e89f1a37190a5888bdb6aeef2a5f77e8313ec0ad40dbbf90d349e64556f4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:18.728867Z digest=sha256:ba88b969ea0ea1b01b0b276da844000cf5fd10c470be11c5f946d4b8611e5fff

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:18.794575Z digest=sha256:7feadd8a9aebc4f7993966528d865ae456066b88a0622184f2261ce48b48c70f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:18.886470Z digest=sha256:888b38e47dc1a0d4ef9be1962bfe5784e0d3741d5d09065aae160cfc939a2a94

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:18.987091Z digest=sha256:3038edbc52d3c85e776e762b8f6d7a983a2a9461125c6579d716f0e793fdb555

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:19.059736Z digest=sha256:063130b9bb60074656f3c260642c6c61f4c01fb87ef4fef8fd62ddc40d3492d5

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.

source=pdf_text observed=2026-08-07T13:15:19.105532Z digest=sha256:3f7eb38331f54065ed721c6bdd8cdf921f4613fb804a596fcd0529d596836c6c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:19.152781Z digest=sha256:02843df34f08b5434fb715f4c0844cd61c977b6632fa9ff1755342a928a8370e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:19.249115Z digest=sha256:b4cb52297eda946b2fe58f06e750e323542a235a288a88bc96da0ce93136a320

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.

source=pdf_text observed=2026-08-07T13:15:19.329695Z digest=sha256:06a4a9845dce6238b882a618f8d7b96e3151c06cd84f875b9b2eccbe220d08f6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:19.398600Z digest=sha256:684b16188cee13a8d02f8d78fa8f966b1d0d2987db9fab79069679c59e7b9443

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:19.490565Z digest=sha256:b6bf063d7b7bc67d552646f94e2eabad5434c0b58df0c8d9cb30703e3b8313e1

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.

source=pdf_text observed=2026-08-07T13:15:19.578203Z digest=sha256:c29c807cd3c72e8c84239413b3907612c6278b16fc8db44fb814f6b1c3ada33b

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.

source=pdf_text observed=2026-08-07T13:15:19.650396Z digest=sha256:c0b5b3057a003accbdd5bb17a318c72308a83091a4ce286fdc74d03e38866636

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:19.724341Z digest=sha256:cf103163285875c3ba6fbcdd1267e7d4e1e3ab58f2a63ed79a9439997b505533

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.

source=pdf_text observed=2026-08-07T13:15:19.812021Z digest=sha256:2c2d32a923117f661a969cd9887d0d0f4082d7c6aee23a072b5979c516595a38

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:19.878073Z digest=sha256:f9a48253854c70349eec972a46316d868e396e39f3e3c0705cd1c5d79204b2f3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:19.931612Z digest=sha256:7b1994018fa0f885d09338705d4b26312a53b7e76f26e49d54077bf47aa6a5fa

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:20.023753Z digest=sha256:5f910d7d0631826cc39dd14615d4d565567e891ad69db8372315a37b8f159798

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:20.200727Z digest=sha256:8df5867e6b60d1bfa076d5689eb4d0194404107a11e8d0d4476e59f4505da820

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:20.333038Z digest=sha256:31edc229380f18e195230f92248b12e6581dba1c432c77469c10ca5cbc3e75f7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:20.446568Z digest=sha256:bbe21afe0c39c2eb140be7ed7ceb76b59a60fcf80330b22e8dcba8ea92ab15ba

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:20.535458Z digest=sha256:3538b15b6e411e0528f093845c4743e4711ca1007de84c36c351cdf9cda1b909

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.

source=pdf_text observed=2026-08-07T13:15:20.657283Z digest=sha256:1f75b45013e2f8c032a1fd689849bc2065ce8aae5e3300a51d349005fb19db86

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:20.704466Z digest=sha256:71ce3e99bda492cd73c0c11da75d17ad870d1c667230499d7680314319860960

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:20.750098Z digest=sha256:045495814c7588080b946666a847839671e826e2956c02a42c02e4e45f1cc746

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:20.805518Z digest=sha256:ad76c36f22f5fa63a07a1fa6a31b7f44fbd50e281931744b2b76dfea5d85df92

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:20.870411Z digest=sha256:346720b251bdb777f0fdeed8fb4af38c53d05d113e6480f634b80983dd6ec288

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:20.930995Z digest=sha256:4014af37ffe7ba049767a9e6689bea2c943dddb0be6b1fe99c05e90372d066b3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:21.012299Z digest=sha256:60e77cf397607900789d3f8cdd484f305c8dc85b35a2a6f9057bedbe2d450164

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:21.096354Z digest=sha256:b7f19952050e7e2d8f2b9596b6c0040b0a4a5b00903e9a4e4d44e879612befe5

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.

source=pdf_text observed=2026-08-07T13:15:21.178102Z digest=sha256:9f76ebe02dc0810036de07e03217d8689fa6ef7a7c8dae53c8769eb264109e72

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:21.279128Z digest=sha256:545a3d9f7f6b44fc14efe1071f74079cfa5f4d801e7aba70e90b5dc955492271

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:21.400749Z digest=sha256:e0e74357005469c4b679f224098fb3bcc6bf3a27c327e182c3d8baadafa57591

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:21.494196Z digest=sha256:c4dcf22d9dfb0d88d4ee0376158eaaf226deed045e4fb0a13252665472216be0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:21.601319Z digest=sha256:0cec6f897673c23325c3c2af35e29815124ba62de06c12a9ad1e7ba02ec049e7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:21.743075Z digest=sha256:33840ac8c4930d064d25743d5b53f56174109e5105bd69aa9b97598011b9ea7b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:21.892146Z digest=sha256:305cb1b44b00cbf13dbdf972c6ef055081a57df5832b4a454c148f91e3b56650

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.

source=pdf_text observed=2026-08-07T13:15:22.055256Z digest=sha256:9a6531b8d6e0690a2bd64d03947d0a323e3b0f90cedf552c113f7899c1048cc7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:22.187790Z digest=sha256:d32d47aa3dd6dce95f1a77299b67d010a2d7214bad128638baecf61d26a869ec

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:22.345457Z digest=sha256:1a1af4e024fd3a59e881cbc4197971f286ea39e0fe08b400e42a4c1c77274e95

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:22.511158Z digest=sha256:4e31e5d712898300300b94ebf1267dac58c5956c93984c808cc2a14f96f131d7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:22.755209Z digest=sha256:0928e2b706f9717190af010d71abbcd51e90ee404fb4e93d1b226d54e044a4c7

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.

source=pdf_text observed=2026-08-07T13:15:23.010234Z digest=sha256:9ec574c8b9659493c8ba695d5441af8d05d30dd597e57db21172e379a7a6d1ac

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:23.196516Z digest=sha256:3c73ab220ce102815a2d86ef5e50e111acb7506502df4fdfd44525d105efd39a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:23.345081Z digest=sha256:1d7fb931df2c7805a2a64dc4bba1211fc34157f3e8be0bd77ed4ea31132ba17c

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.

source=pdf_text observed=2026-08-07T13:15:23.541919Z digest=sha256:bc572946de6e61bea533bf62306e2e22a36032cd815b0e60138a5304d8f3e6ac

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:23.682876Z digest=sha256:120c53b12461a5728f971696058cd7495e127be2c8c76466b4d75b0abd0c8c6a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:23.826024Z digest=sha256:2c4a936eb8218f0d3ea6a288199ab839e981213e2041925521d8648c09f2d27e

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.

source=pdf_text observed=2026-08-07T13:15:23.907100Z digest=sha256:e3d9cdc8ca1114770bb55b5dae9c3c16e3c0a8904c25c4366b864071888347b8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:24.022668Z digest=sha256:375a5da2d20811585e37632003a8645841d9d17115161ce328b812e222e5a2ab

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.

source=pdf_text observed=2026-08-07T13:15:24.136385Z digest=sha256:c6924bb67c242ca42697ad515afaf716cad21f3294535d5d5c2c51e6e4d68ed4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:24.248453Z digest=sha256:f89c0da58ef9e390d75e39c343100e19069b07ad0fab909ac8c53f43d07140b3

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.

source=pdf_text observed=2026-08-07T13:15:24.390407Z digest=sha256:cc9e52486eb508205b6e3c25ddd1fd60955f3ee91bed479c1bea4fcd37cffd37

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.

source=pdf_text observed=2026-08-07T13:15:24.496048Z digest=sha256:d552716be3fa50d98983b91ca81f2aad032490a7d53bb631f2a131e8bb691d8b

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.

source=pdf_text observed=2026-08-07T13:15:24.614398Z digest=sha256:e9d4fc86a587480e929e0263cef9d9ef686ad6d092b4be262af8e297a92a31e1

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.

source=pdf_text observed=2026-08-07T13:15:24.749565Z digest=sha256:78cad6e0815924659d5b6c407f6275f214755b1c3c952e424b94e182f1b4103d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:15:24.892368Z digest=sha256:508119edf1e900153fc810a6eb231fa0225eb96210f81e9c00c67bc33db8ae65

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.

source=pdf_text observed=2026-08-07T13:15:20.118044Z digest=sha256:1ff44af1099b375afda2c21ee1aa1726acc3f7dfa3f38b84606aa0d75782fbc8

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.

source=pdf_text observed=2026-08-01T16:21:28.819243Z digest=sha256:2ac89de0c721777a9932a4f6bf61d93aee87eac22863d4e1334e2042e544e7fb