Pith. sign in

Paper Citation Record · LEDGER

TokenBreak: Bypassing Text Classification Models Through Token Manipulation

As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2506.07948.

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

pith.paper-citation-record.v1
2506.07948 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:29:00.796527Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

  • verified exact1
  • verified fuzzy9
  • unresolved16
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ca9de89a-46ce-4d2b-82f8-376c2792af88 · outbound

This paper cites Tricking llms into disobedience: Formalizing, analyzing, and detecting jailbreaks, 2024.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Tricking llms into disobedience: Formalizing, analyzing, and detecting jailbreaks, 2024

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:29:07.574498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:57.962004Z digest=sha256:c2e85e3f109f24623ef37b528b60ea63816a7efdfb9965f1af42d17f8d036f04

Observation 6853251d-7115-41ea-9d47-faf6c44fc293 · outbound

This paper cites Black-box gener- ation of adversarial text sequences to evade deep learning classifiers, 2018.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Black-box gener- ation of adversarial text sequences to evade deep learning classifiers, 2018

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:29:07.210868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:58.044336Z digest=sha256:a2ead5bf726f6df9d57e4c10e53cf01860adeefd7e5961a63e6f91f23ae73ee7

Observation 9c00cd02-4ec5-4d53-871f-1bf2896c0fc8 · outbound

This paper cites Hotflip: White- box adversarial examples for text classification, 2018.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Hotflip: White- box adversarial examples for text classification, 2018

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:29:06.843115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:58.111007Z digest=sha256:60b1cb207088ea0204a1deef5083cb222c027b63fe3badac980b93d5c36eec58

Observation e48134b9-ae5b-421a-ab01-dd79f35b3e6f · outbound

This paper cites Synthetic and natural noise both break neural machine translation, 2018.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Synthetic and natural noise both break neural machine translation, 2018

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:29:06.587541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:58.185195Z digest=sha256:d1682e86070aa0c75f69ebb38b8b2f879ae7df1adb6e7ca640a4406505a94e97

Observation 63f602bc-7990-4dc8-aeea-caa8049e437e · outbound

This paper cites an unresolved cited work.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:29:06.316871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:58.244177Z digest=sha256:ddd6a29cfb253d2603d8cb1db144e7fd17eab18689670f964b0594019003c232

Observation 0043fc76-0373-4a62-bdac-05892586b01c · outbound

This paper cites Gandalf the Red: Adaptive Security for LLMs.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Gandalf the Red: Adaptive Security for LLMs

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T05:28:58.317551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:28:58.317551Z digest=sha256:c10a1d299e62c1fd219d81bda868b3424a8dc5293d769c9f59bc2435eecf15d0

Observation 99697a9e-e7bf-4c19-9846-8e15a52346ef · outbound

This paper cites an unresolved cited work.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:29:06.021010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:58.403663Z digest=sha256:6ccabcf8c8523600332b7eab3084a8be1d68add2f1290b159f957ccfb043486e

Observation c94f5b82-b460-4960-addb-5a8fb3bb1959 · outbound

This paper cites an unresolved cited work.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:29:05.709951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:58.509973Z digest=sha256:6e46c15d77f3f0b726f3249454d57410bcdb2a38e0e6acc850e05789f75616cb

Observation 471dd064-9197-43eb-9ef1-4516058f0d17 · outbound

This paper cites an unresolved cited work.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:29:05.523070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:58.596628Z digest=sha256:51f5d9e849b4abe696a595ede84151676aa3bf17d6a279d9423f284719c3647e

Observation c939612d-2d91-4705-ae14-50939e06d238 · outbound

This paper cites an unresolved cited work.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:29:05.351576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:58.653203Z digest=sha256:2b18be459f631ce8f24eb93540c5a7b9750208f9ff0bac09f2932f3784e54c94

Observation 1ac152b5-235c-497b-86b8-d19e6cc4127d · outbound

This paper cites an unresolved cited work.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:29:05.003823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:58.765675Z digest=sha256:68ccc723f1f8b785d2b3c7e8368f363544120bc40d4b3619b813f2114d326e6b

Observation 4a3618f2-3315-409a-965b-c3332a80bfd1 · outbound

This paper cites an unresolved cited work.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:29:04.746595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:58.835159Z digest=sha256:eeea03bb7ce86d6b34c98079b8e35b3625597e61b2157da946f74cdedbe5220c

Observation fbb1866b-e4d2-4887-9d71-ee0484c2cd92 · outbound

This paper cites Shadowgenes: Leveraging recurring patterns within computational graphs for model genealogy, 2025.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Shadowgenes: Leveraging recurring patterns within computational graphs for model genealogy, 2025

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:29:04.476308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:58.920651Z digest=sha256:b2ab7d61463d07c366500403c1a6a91f48a511500766f2a19a94d261b48d91b2

Observation 8643e7ac-0da2-4317-b8db-2b0deb90a405 · outbound

This paper cites an unresolved cited work.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:29:04.204897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:59.025269Z digest=sha256:6fec0f14db0a5fedaed302c6a5423eb8f74411b51c7dfab1802c3db17f534ffb

Observation 982750fb-05e1-458c-9aec-730ef4a7e3bb · outbound

This paper cites Neural machine trans- lation of rare words with subword units, 2016.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Neural machine trans- lation of rare words with subword units, 2016

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:29:03.957447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:59.109973Z digest=sha256:54ac626bf1828e8bc1980d8415e11b791388df161d137b4b04cfc06a285be454

Observation e23f32ed-0f65-41bd-bfa5-975c1fdd38cb · outbound

This paper cites an unresolved cited work.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:29:03.680025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:59.259044Z digest=sha256:7df92b2fcc4c5f2bc861dd91f802c30526322e9ef8c5dbe4913595464bc55c8e

Observation 51e97546-0c6c-4082-8915-a65176290312 · outbound

This paper cites an unresolved cited work.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:29:03.483751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:59.378121Z digest=sha256:acdeb7fd5658e68f37f92b96f3486404501d5387b9771bc0607584d213b648b6

Observation 6168debd-6ed7-4dbd-8964-7d69b676bce3 · outbound

This paper cites Subword regularization: Improving neural network translation models with multiple subword candidates, 2018.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Subword regularization: Improving neural network translation models with multiple subword candidates, 2018

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:29:03.204075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:59.508122Z digest=sha256:3728071c95f3a32908c1926ede953f96c383cc3904bbc5a94e3ecb5ed693ebd0

Observation 73dc6528-f885-4d43-86ed-7ec73311e15a · outbound

This paper cites an unresolved cited work.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:29:02.946025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:59.685509Z digest=sha256:3f71a2fa6547a74cc7912b06b29367e648fcc0ff370fafbd286a4016e49b806c

Observation 65683321-413c-4cb5-bfca-af47fc86b048 · outbound

This paper cites an unresolved cited work.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:29:02.620820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:28:59.832596Z digest=sha256:c7cb9f14c84ba7d0ad7e25d674f28b4a23b5d67285d018ab69097cbe3f901719

Observation 7f5a6dae-faa4-42b8-b7b5-1262f2131db5 · outbound

This paper cites Roberta: A robustly optimized bert pretraining approach, 2019.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Roberta: A robustly optimized bert pretraining approach, 2019

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T05:28:59.963084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:28:59.963084Z digest=sha256:3509e052ccd36488c7627010080b5c700607e839827af9166e00e24c3f42de8a

Observation a9afcedd-342e-49c6-ba39-005d6c717d8b · outbound

This paper cites an unresolved cited work.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:29:02.323118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:29:00.133634Z digest=sha256:e02bef1fde24593ef3c62d38af31375d0e2e2f3761baece3d9cec08fbad77c1f

Observation bbde3725-0139-44b7-b4b1-fb9fe8c549dc · outbound

This paper cites an unresolved cited work.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:29:02.022902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:29:00.305390Z digest=sha256:7f8ce680a0670ae55bda6e69e46c06de6d52c2edcad2b9729e1287983c91f2d2

Observation ac5edff7-0488-4f11-9fd6-68a769c5cfee · outbound

This paper cites co/docs/transformers/en/model_doc/xlm-roberta.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation co/docs/transformers/en/model_doc/xlm-roberta

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:29:01.719440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:29:00.495295Z digest=sha256:233098c474691e44483cfe9e9738c9a644f4704b9f8f6463a9d35c538fb6df5e

Observation 5dfa53ed-af8b-49c9-b906-59865bb4f8f8 · outbound

This paper cites Unsupervised cross-lingual representa- tion learning at scale, 2020.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Unsupervised cross-lingual representa- tion learning at scale, 2020

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:29:01.404833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:29:00.616470Z digest=sha256:456a74fc349b6bede0430095f51c1386fcc30354aec88e9657a63ca24104f80b

Observation ec1f1195-4ba3-45be-a9ac-4fb3d91afed6 · outbound

This paper cites an unresolved cited work.

TokenBreak: Bypassing Text Classification Models Through Token Manipulation Unresolved cited work

Reference 26

Resolution
verified exact
raw_fallback, observed 2026-08-07T05:29:01.105077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:29:00.796527Z digest=sha256:fefb493f99bb4d46689ffe403e066917b840afbd0feab62505a05a75239b8a11

Pith citing papers

No inbound Pith citation observations are available.