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Paper Citation Record · LEDGER

Taming Data Challenges in ML-based Security Tasks Using Generative AI

As of 8 August 2026, this Paper Citation Record lists 100 of 131 outbound references and 0 inbound Pith citation observations for arXiv:2507.06092.

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

pith.paper-citation-record.v1
2507.06092 v4

Coverage vector

measured 100 of 131 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:16:28.720918Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 131 outbound references displayed

  • verified exact3
  • verified fuzzy1
  • unresolved96
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0ddfdb84-7ba4-46b2-8b1b-1f122bb95a59 · outbound

This paper cites Microsoft Malware Classification Challenge - Kaggle.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Microsoft Malware Classification Challenge - Kaggle

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:26.268231Z digest=sha256:e4e09b3d154ddd15709f4b71037c9be6f03b5107e9a83b539583312df98f2d26

Observation b902b87b-0852-4ccb-a65e-36cb682178e3 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-06T19:16:26.357766Z digest=sha256:8cb91c3637ecbcbcba178f25d1026f35445e3421451647a5300ccc96963bb7fb

Observation f94150c9-cd26-410d-b3d7-daf441674efd · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:26.442774Z digest=sha256:ff46d7eaec81ea6b91870058fd9b75809feb561823af60cb32ad9ed853b8fa3b

Observation a41f4089-6d89-4dc8-9150-2ec9828d679d · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 4

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source=pdf_text observed=2026-08-06T19:16:26.594465Z digest=sha256:46a78466215bfa83026ec28c015c0972d817d0561dbbf21f3c972f0ae7aca804

Observation 8df56e05-954a-4eee-a684-7188e1716894 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 5

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:26.799150Z digest=sha256:ae94a6752f77f5da69b81a6f8b485d9261e4e189c2e8ecfc48b16c5c26570fa8

Observation f6cbf603-6be9-4a72-9450-c7d0d6381ef1 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:26.939061Z digest=sha256:f084dcc39a1ae2083ad44002bddc00123f6603dc4619f747a15acd7d76466802

Observation 08444462-9c3e-4bac-a6ba-7c3a4b3fb171 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 7

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:27.039547Z digest=sha256:860e9de7cb18845025c6b091454af59e8f2b54b50dc8695b3fc0b2478c25604b

Observation d1f6e5a6-e911-4482-a5c7-28142cd38770 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 8

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source=pdf_text observed=2026-08-06T19:16:27.130694Z digest=sha256:a78c4f48cfa31790f8a3344882fbbcdcc7f5952c8dcb2ee92a12ef16e51903ed

Observation b1d76f5b-6f5b-405d-8f75-847af8f6a1be · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 9

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source=pdf_text observed=2026-08-06T19:16:27.265878Z digest=sha256:8209c4f4438248b2cdd99898c8babe7857894fd1f7aec09885088fd4b344e594

Observation 5faed9eb-779f-48ba-a893-adb8c0e75c42 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 10

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no resolver link, observed 2026-08-06T19:16:27.415956Z

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source=pdf_text observed=2026-08-06T19:16:27.415956Z digest=sha256:dbea1962eae8c7c8ce9648be387d6f929d9d6cbbb06ef597abc8ee813b61f98a

Observation 4b05f450-964f-416e-8ae7-c38d1e8cddfe · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 11

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:27.538485Z digest=sha256:c628343dd207d78046b81f659add6630fb1a38b94bf35d0ca3157502bef8e36d

Observation 14c7e1d8-6b00-4d69-a3ce-a0e7a494d156 · outbound

This paper cites 2006.Pattern recognition and machine learning.

Taming Data Challenges in ML-based Security Tasks Using Generative AI 2006.Pattern recognition and machine learning

Reference 12

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source=pdf_text observed=2026-08-06T19:16:27.621976Z digest=sha256:9cde8d93ee3e51b101b9d1d4b15df2cea8716167c3996f586954b33c4d806298

Observation f8e976e6-7257-4e6a-a46a-d8b2b8a950e6 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 13

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source=pdf_text observed=2026-08-06T19:16:27.726225Z digest=sha256:aefbbb4d53f3db52fc4d7ca25b0e56b60f820f39d763a022ee708a0ba4a88a50

Observation b2e73c18-748b-4d4f-8363-b0f61f71081c · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 14

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source=pdf_text observed=2026-08-06T19:16:27.832396Z digest=sha256:1c951e470525a0238c72d1d2873eb94dca1c3d103e80e8a38ccb9beec0c7d9b3

Observation 0db2624e-2255-47d5-87a2-692e8ce7aae5 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 15

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source=pdf_text observed=2026-08-06T19:16:27.942537Z digest=sha256:ce807a20e798820337264b0045d7855493735e4167e9b3b092e031f75e104592

Observation 519ce9e5-995a-434a-8ec5-bffeaf5a47de · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 16

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source=pdf_text observed=2026-08-06T19:16:28.058492Z digest=sha256:28ec3ff2e2496d1e01e56d7002c00e593e865549d7d924ea4652ab4439d6c032

Observation 55edb60c-f6ce-43f5-8a97-b994f4b9d017 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-06T19:16:28.137375Z digest=sha256:b43df2612892c12bddb6bc820fa81f2d40cceb887ca8902f3dedd9bacdf63926

Observation d2126199-fef6-4d98-8882-f28727232a3f · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 18

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source=pdf_text observed=2026-08-06T19:16:28.192253Z digest=sha256:e1fd80ca6267ea5e2c7a898f0fe9a5f461983b4afd5c1f029f300e8379fd95f8

Observation 0c50d3cb-b483-40d8-a424-63897f49e128 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 19

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source=pdf_text observed=2026-08-06T19:16:28.197283Z digest=sha256:eadb99544ffbbf31eb51a3bec8b2721766cf9889599029ff8572abd27cd3c712

Observation efe0683d-9df5-4828-b6a4-f6bedfce98e0 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-06T19:16:28.202254Z digest=sha256:4ecec10158e6086b31b892760a35aa376ec987e047f5e3926227e3e67a6d7de6

Observation da9444e7-0ad0-4bfb-b965-3024767fddd8 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-06T19:16:28.208028Z digest=sha256:8952b7c87242938bd40f1da70a31af7c3a1a63752397d109639b3ae1a59fbd78

Observation a0e50911-6c02-45cf-a873-d302110f755d · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 22

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source=pdf_text observed=2026-08-06T19:16:28.213294Z digest=sha256:68a081f1f35c84fce6efa36529f2dd4df72d69607c536872f6fb0c64bbe63e09

Observation 97a68370-88b1-4bc8-837a-da55babad58e · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Scaling Instruction-Finetuned Language Models

Reference 23

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source=pdf_text observed=2026-08-06T19:16:28.224091Z digest=sha256:0f92b2a860419b6aeaf79f6eb4170cad825b296e1d49626b97b86196272c0bac

Observation ceb4e2d1-1271-4f18-b9f7-010039301b49 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 24

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source=pdf_text observed=2026-08-06T19:16:28.229600Z digest=sha256:4b68b76bd73966e8e2862e6a40e370517933809a040dd8d94b8c25010b60c0af

Observation be13678f-6f9e-4788-af53-245e7cdadecd · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 25

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source=pdf_text observed=2026-08-06T19:16:28.236401Z digest=sha256:9bf9c5b11997d9fa4da4bce7810d6f206347cb25c47bf4cce57e1442b2cd29c2

Observation 6e2905dd-c9ca-4eaf-a78c-fe741dabdf7d · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 26

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source=pdf_text observed=2026-08-06T19:16:28.242555Z digest=sha256:4a2287e05edb9c2b254f4bba513a02c194219e16831319246d1ec93c9a849550

Observation 44f7be48-e42f-4501-9d9c-11cb4de27a56 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 27

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source=pdf_text observed=2026-08-06T19:16:28.249168Z digest=sha256:e12f45fef9c854257c3fec9fb90d857aa3100e73066f4a7ec13ea7d8d4c347e1

Observation 9d95ef21-f624-4c8f-876b-fe36ffe22e6b · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 28

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source=pdf_text observed=2026-08-06T19:16:28.258295Z digest=sha256:ac703a946a18f650bba9d37881662cc685969d220f652e26b303385d9bc4e16b

Observation 6b266b00-65ee-4125-ae92-3b57d463ceb0 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 29

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source=pdf_text observed=2026-08-06T19:16:28.265683Z digest=sha256:f7b39763d6cfae1935bdb9d01ca2f69399e49f10ce6297f81ad89d56bec277bd

Observation 5a652719-e53d-4edb-a624-ce36409672e7 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 30

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source=pdf_text observed=2026-08-06T19:16:28.271367Z digest=sha256:37dd29f79743e88094f0849047831eee848f85643009272dbb9d877d0b9e1adf

Observation 26c0220d-8044-4ef1-9d8f-c3606c3eed07 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 31

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source=pdf_text observed=2026-08-06T19:16:28.277961Z digest=sha256:96738b9703bffd44530eb4d06503725a73d601bc742a01503d6e3b9533876771

Observation 74e5e452-9ea9-409b-8dd4-66e080f75e52 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 32

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source=pdf_text observed=2026-08-06T19:16:28.283472Z digest=sha256:b66a4990a47cb36d9bf21f6eb9c3ed9da1165444fb4fc5270d1e3d1ed351d2c8

Observation b6047109-79f3-4602-a359-bc4ce22cce8b · outbound

This paper cites VOS: a Method for Variational Oversampling of Imbalanced Data.

Taming Data Challenges in ML-based Security Tasks Using Generative AI VOS: a Method for Variational Oversampling of Imbalanced Data

Reference 33

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local_arxiv, observed 2026-08-06T19:16:29.027940Z

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=2026-08-06T19:16:28.289272Z digest=sha256:437b3f4c1fcbd5fc8670da8e1c5ef5cbe3bc6796be6a35e6d13ddc2435ddd33e

Observation 1775b24d-ce48-4f96-8952-0d430ca7dc27 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 34

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source=pdf_text observed=2026-08-06T19:16:28.295020Z digest=sha256:9403e86da6a2c9bb67814355ce7ae77da28e6fc63f2df1761f07f6feb638cbfc

Observation ecda07bf-a827-4ff0-85c4-45a51aa2c341 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 35

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source=pdf_text observed=2026-08-06T19:16:28.310453Z digest=sha256:f48c977869b01f5cc8a70de369cf582ccfcc3783a338bc3605418e52654eee8f

Observation fac40e0e-d1a4-41f2-9157-a6dcd98bd9b8 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 36

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source=pdf_text observed=2026-08-06T19:16:28.316918Z digest=sha256:8d84d15fb1287685b29cc00c1070386df691d7437bf79ea566b2e45f566c2c46

Observation 9d0cae0c-ce8d-4a6c-85fc-d66988bd192a · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 37

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source=pdf_text observed=2026-08-06T19:16:28.322476Z digest=sha256:63291ec3a964094a2a523188294549c2a5792382c7933f8527dc786fd0f89313

Observation f84e892e-dc79-4357-94b9-03fa26f1deeb · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 38

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source=pdf_text observed=2026-08-06T19:16:28.327979Z digest=sha256:b9ce18846fa69e201a4903cd7e3773002f89953662977dbcbfc3e550f5314449

Observation 8838092e-4cf2-411e-9c7c-b3b9ec535bad · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 39

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source=pdf_text observed=2026-08-06T19:16:28.302479Z digest=sha256:7a48ea85b175c8c49643fd615d2cd08e751cea5ead5619b79ef88685f1a2878a

Observation bea32337-d647-4a3b-9c26-3fb6226852c1 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-06T19:16:28.339406Z digest=sha256:a3e5ce0c0d85d53655e676fd08cfc1efec3bb0c49d23b4e61d49dde267f4371e

Observation 17481d80-14da-4757-ad71-5fbc0628057b · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:28.345573Z digest=sha256:4cc23241146a0a30be916b34aca1315685b0cfef22dcd9953db6218679c528d8

Observation 7454d213-4df5-44ef-93c4-5327bfc1ec3b · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T19:16:28.351323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:28.351323Z digest=sha256:b00ee125f98ed63f22d3eb26f066912e7cd514e06d863efe7713ef46b7d37f9c

Observation 2dac2ecc-6037-4c7d-8863-b16aafe36728 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T19:16:28.356439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:28.356439Z digest=sha256:5a75df3a2072e8dc97bf5786226f845c88efd508e3c807024638fcfa98422091

Observation 9c5fda9e-b680-42c5-a592-ef39fb3ec5fc · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T19:16:28.332880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:28.332880Z digest=sha256:d5711937190371fa43fe5ae30747f726b45017066e46e18ae8349f7b95c0bbe1

Observation 1bc2ce3a-485f-410f-8b39-766a2a290bcf · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T19:16:28.370798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:28.370798Z digest=sha256:164233c4057c0324cb005e4d493a1fc971d29625bb1f3dbc754a639826c8b1c9

Observation b3d6416e-c02b-407a-adc3-2bb26689e279 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T19:16:28.376478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:28.376478Z digest=sha256:a634350c21bffd8750a7c9b299e75e60e57aa68f2759b9826209186e72e9c699

Observation 067e3a20-6812-41c1-9fc2-e21a23ea51ad · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T19:16:28.384113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:28.384113Z digest=sha256:90371b2830ed16e287600e675a98c4637f16a4c5975bfd7e5e6c7489f14094a8

Observation 86545228-bcb8-44e5-a874-f8ed9e51b7b5 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T19:16:28.391290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:28.391290Z digest=sha256:abeaf74ca801887cec12f3c822982307eb8c6e56667dbc8bfb89e1b0c566119a

Observation d71cf036-9f88-4281-898c-95326a88c688 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T19:16:28.365934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:28.365934Z digest=sha256:54660f0661c99882b084cc5a73243e1b835cd0ce7b181794916ddb9ae401d4ca

Observation 9c7574ac-a9a3-4e91-988e-da91407fc892 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.359919Z

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=2026-08-06T19:16:28.405110Z digest=sha256:9e1fabec0feab9203b06fb7ee2cdf95c9d3c7d3bcfa315b0a8dd3b1389ae7390

Observation 3bdef25f-d0af-4e5a-87be-eeb0400a1d6d · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.343173Z

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=2026-08-06T19:16:28.413787Z digest=sha256:37b02e2558f5cb59008c98ed62eb1d4b41ab7ee7619a0bc0d469fbf6e4a4a9a2

Observation eda09e0f-86e1-483e-b117-be32b0fb1121 · outbound

This paper cites CTRL: A Conditional Transformer Language Model for Controllable Generation.

Taming Data Challenges in ML-based Security Tasks Using Generative AI CTRL: A Conditional Transformer Language Model for Controllable Generation

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T19:16:28.420929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:28.420929Z digest=sha256:7e1d4512bc6168d31a01786e9f4aafa4bfcdd464d642b3fc6391423acaf14e9b

Observation 478ef492-4742-4310-8cb3-0089996b99ef · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.327143Z

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=2026-08-06T19:16:28.430361Z digest=sha256:793f909ec8e6fd74e84040323f009cb875aa039fa2e5dd203aee9d252df0ba91

Observation c1fd7c8c-ad70-4f4a-8f52-3ecfa8ee09b2 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.383399Z

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=2026-08-06T19:16:28.398640Z digest=sha256:3a218c027bffbfd364788dfb702f8bf37819615463bf51897288eec01b8c0431

Observation 7c3abaef-c2d5-407d-b1ea-642fc69254d7 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.262728Z

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=2026-08-06T19:16:28.451662Z digest=sha256:8def3ef97eeaea30bedddf24d624e0ecaa1b31e28c6049b0d5122f992c9c576e

Observation bdda6a7e-ae27-4518-9f7a-96dbb42e6e45 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.242614Z

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=2026-08-06T19:16:28.456385Z digest=sha256:43aeb48099b937418c6c7b62173c7d837086cb470e8de03f9acec209b7a07769

Observation f9430d77-eef6-4a0c-9043-41b00e2137db · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.225215Z

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=2026-08-06T19:16:28.462880Z digest=sha256:77fb8c97cf299fafaaef480fb86409b84ab1cc9981dd800f8d00d18109cef1a5

Observation 367abbac-088a-4a51-ab52-189c17c422c4 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.209580Z

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=2026-08-06T19:16:28.469017Z digest=sha256:3420271372b55eb5eea04adafef9d1ca23f549293a021985f0e43a46b9e7238e

Observation 15862e37-173e-4b66-bedf-9064611d2d23 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.310459Z

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=2026-08-06T19:16:28.438241Z digest=sha256:3c6df491f078b1e73d7f938b85a28f93000745053cb3eee288ed5b270e5d9bd0

Observation 713091c1-8d2c-4480-bb4d-5aa6481e9267 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.171110Z

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=2026-08-06T19:16:28.480310Z digest=sha256:f40bf626f6ee34a75bd69dfbba916c829744badaece8eae2374e67f93ec1a6f7

Observation d5b9c198-ad35-4729-932a-f4b1406d91a4 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.154301Z

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=2026-08-06T19:16:28.485942Z digest=sha256:521c9652cfdc40d5ce77453f5c0dc2d359b978777bd0f6c51c48f45301941938

Observation 94be9a25-03bd-4713-ae68-4f190a120ca6 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.136033Z

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=2026-08-06T19:16:28.490732Z digest=sha256:c010f65b4d66403fba08f394c13a7f3a047de3496e3d37bb3547e8ee4c749c96

Observation 80eb534d-5f99-44f7-b385-be41f8bc83e4 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.114906Z

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=2026-08-06T19:16:28.497000Z digest=sha256:dd1284e7b89dd655e954c5ac9ebfc10fccebd960ff7155ec3606306e2a1abe34

Observation 14627fa5-6ebb-4ff7-ac99-77a3257d5672 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.097809Z

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=2026-08-06T19:16:28.501705Z digest=sha256:f241e0315da8c3b553a8e170774d56c13a9513b5096346a709b9cac67ae0e51f

Observation c0832088-e463-4084-82e5-c3301b39053a · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.191699Z

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=2026-08-06T19:16:28.473456Z digest=sha256:b4c227ed155d2c781918c4c681d5bbd341c23f4f8ab68905df04cc9b75d07fc7

Observation 2d5cebcf-00c5-484d-a674-70ee26a28595 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.065969Z

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=2026-08-06T19:16:28.510909Z digest=sha256:89f24bb3c2a151e64aea7b4c4f8ec2b29bebdbabfb6e178938345ce008558cb4

Observation acae205e-27ad-4e8f-b5c1-64e431fdd5b7 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.050252Z

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=2026-08-06T19:16:28.516699Z digest=sha256:6da87e772eb5fd4ca5dd1dbe93b0524fde11b94b0d3fd4c7f23551b7bbae8b81

Observation 4489d9e6-4c8d-45d0-8dff-b0fe0dc6837e · outbound

This paper cites A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning.

Taming Data Challenges in ML-based Security Tasks Using Generative AI A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning

Reference 68

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:16:28.969961Z

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=2026-08-06T19:16:28.522716Z digest=sha256:fcaad62208c18e663a6103596dc5b82b0433c11c9e2445882d9334de4b67d06b

Observation f10bdbd2-e504-4504-aac9-bf07ab390cdf · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.030590Z

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=2026-08-06T19:16:28.528281Z digest=sha256:1739a9a504dcebc2df65054a57e14b2278bd821c0e9a03c4ca5bf944635ab933

Observation c3322437-15fb-40de-aabd-d7dd27486e2d · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.012971Z

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=2026-08-06T19:16:28.533400Z digest=sha256:ca00e513559bb63791b06bc166cd49e33c6818386e3bcf4aab20f7b87c50e916

Observation 8282b5c4-ad20-432b-9d34-cece2654f108 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:30.082032Z

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=2026-08-06T19:16:28.505986Z digest=sha256:ef2a30a1da87276637c4296647c43534101c4aec800293cd7a5468988161af54

Observation 95f03446-8005-4c61-b9b9-759c7d7189b6 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.973371Z

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=2026-08-06T19:16:28.543407Z digest=sha256:8ec7dd78c45583362cb4827511bcef99d132d39f6d086d047e5c0e6841381177

Observation 7f6bd5bf-7296-443c-b91b-ae36f5c72860 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.955855Z

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=2026-08-06T19:16:28.551609Z digest=sha256:8803e1b0b62b55a67cf5db5ecc240306a1c9b7012bf8354547b4652aa24738ac

Observation f54a35f4-c351-4f00-9ca3-0fae10b762b5 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.938833Z

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=2026-08-06T19:16:28.558988Z digest=sha256:e989319e00de214d266df03f80980e4f9cfac31fb7ac17be79c3695ecd315ddf

Observation 19acf843-b690-43e5-a0f6-cdc9f1363aa2 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.924244Z

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=2026-08-06T19:16:28.564570Z digest=sha256:5c802c4c6204632ded0ea227f18e8aa0788d4c06a67a7ff0eb681e955d1f1439

Observation 5f9eb14e-0c04-45ba-bb7c-83c1ebccaaeb · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.908278Z

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=2026-08-06T19:16:28.570467Z digest=sha256:ed74db06c2f71b91ef14d84fd116f1a3cefc8a7fedd35aeba1f5b1ca5f2739da

Observation 87d3c4e7-5c5e-45cb-b808-7930eec3f57c · outbound

This paper cites Montgomery.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Montgomery

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:16:29.994633Z

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=2026-08-06T19:16:28.538200Z digest=sha256:b82ee0d9e66d7f8b134a476150665fd1dde534b7ef1ceea560a026ddc6293342

Observation a8a0451e-6a3a-487d-a03b-40351d3994cf · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.851488Z

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=2026-08-06T19:16:28.586535Z digest=sha256:13c0e26ea4d8f782923b2e6e973267815d613c7e85269146b313357eacbd3792

Observation bf8c1b71-000e-4cbe-ac2c-d96699af309b · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.831968Z

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=2026-08-06T19:16:28.591169Z digest=sha256:0d6f6c98d64effa07387ffbbe5de21c1eaf5a7f7032e991b9b10efa2e379a06f

Observation 2e3c5462-0d97-431b-afe1-26f68862b652 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.814492Z

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=2026-08-06T19:16:28.596485Z digest=sha256:66db0ddfaf8300dc8bb5ba946ba4bb1de87b7bd2a90666415a2c9f30539065cf

Observation 5d985177-40c2-46a8-bcd1-0cae57e193a5 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.797008Z

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=2026-08-06T19:16:28.607486Z digest=sha256:6f8d547de06e89fffdb3a79bc9c78ed2ef7dab7d58ec5b2a10e97b54b9126add

Observation cbad2683-dcfd-4e9d-a7c2-5a21fae91766 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.781224Z

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=2026-08-06T19:16:28.612685Z digest=sha256:7f02e08d7c5284b9c460408cfcde61d762064d65e5f09552e4c724f77751e18b

Observation 2804bed6-bd0e-4ca4-bace-c4a70b1aad7e · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-06T19:16:28.576187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:28.576187Z digest=sha256:75f174af1a0257b5cc2ae553e5bc81bb4fc6a2015c76bb44b6f702bab8c6901c

Observation 7d932113-bc72-4b34-bd81-5d73f807cefc · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.745991Z

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=2026-08-06T19:16:28.628531Z digest=sha256:a700f136c12e760bfe1c89a2a02d5a7cb5c55236e1020d08f6a1b4a485b74e6d

Observation a23b3b4d-0d6f-4171-9e0e-e4500db68dec · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.729380Z

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=2026-08-06T19:16:28.633139Z digest=sha256:eb015f18b851395207d49c32866e53090a4b2830fb657d15dc8c20554dd0d28a

Observation f7084481-53f1-4224-a4fb-b84fdef3a661 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-06T19:16:28.637399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:28.637399Z digest=sha256:84040e30258d16f57e452c3ac1586e60539179c74e88f1248e879224463b9bf0

Observation 24075d24-fe1d-467e-b7fc-8692624befa6 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.685128Z

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=2026-08-06T19:16:28.647577Z digest=sha256:ff159bf798dd71e43dafd1e05af38dab84d66c83c955972f6c4a50d1e922a583

Observation 51b526aa-e459-486d-b103-e57af7cb8d27 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.667958Z

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=2026-08-06T19:16:28.652493Z digest=sha256:ae431b65eec4922b1becabb26c13d9d259943bc422f4432728ded7ef72aa9546

Observation 91bfaf1d-c8b3-4271-b138-2003b7cf8fe0 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-06T19:16:28.656879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:28.656879Z digest=sha256:fc6b96d5c9c6ecec75eb42e9782840f9000b2f61e488f5914c5a3d2c96d7312a

Observation fef920f9-b690-4294-ac05-12fb7506e54d · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.761407Z

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=2026-08-06T19:16:28.624080Z digest=sha256:5c3c09581ed2525482ca6cb0aec894cc61b03c1fb6c836da8f1bbabb9db9763e

Observation 4d9d683d-ab84-4d23-a065-160af75fa475 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.602410Z

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=2026-08-06T19:16:28.671920Z digest=sha256:895f2ac69ae2e8297e17500e76b8189ccda06ec47b2d1f96aa69b928d8f60da2

Observation 88ebb6d4-aebf-4675-8190-e7e3cdbfe54a · outbound

This paper cites REaLTabFormer: Generating Realistic Relational and Tabular Data using Transformers.

Taming Data Challenges in ML-based Security Tasks Using Generative AI REaLTabFormer: Generating Realistic Relational and Tabular Data using Transformers

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-06T19:16:28.677741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:28.677741Z digest=sha256:332c87647bd28477f30a2f627d736cb687c8b80093cd322874dc0d9296dd1017

Observation 1c6a19c3-856c-4880-84e4-7709890fcd86 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.584418Z

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=2026-08-06T19:16:28.682677Z digest=sha256:ba7e24c2a5bfdff81f5a9b111763cb60df25f2cd232ec740a797894ffc48664b

Observation f4218719-20f4-42b5-8d9a-a2fc1056584c · outbound

This paper cites Data Augmentation with Variational Autoencoder for Imbalanced Dataset.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Data Augmentation with Variational Autoencoder for Imbalanced Dataset

Reference 94

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:16:28.919512Z

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=2026-08-06T19:16:28.688967Z digest=sha256:91a69e080f0347d480f346fad0e97b99bc379fa0d28decb6b88e6fc3b879d16e

Observation 7b9ee66e-8b9c-4b8d-9105-9d9a77d68d7b · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.564148Z

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=2026-08-06T19:16:28.694738Z digest=sha256:81eb300cc134821e75acfda06f3604be0c65344f71ea9f24d28798d271f52cac

Observation 4c29f80a-0e8f-48de-8d99-7504754fbf42 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.543218Z

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=2026-08-06T19:16:28.698773Z digest=sha256:77424c5a4d4f15ca41279fc2b3fd064ef265cedda1406257fe1e1b15b110a1af

Observation 8409780c-0ff2-49a2-a33f-1fdc5f6a8424 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.523264Z

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=2026-08-06T19:16:28.703706Z digest=sha256:0c758cf16c500378a6053cabe06a0b86cccddf84af0aad2eb270b546c915cc05

Observation 44d09620-e4dc-4a46-b11b-76004f352fd6 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.640008Z

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=2026-08-06T19:16:28.661868Z digest=sha256:ff3cea3cc8f9c0b462fc628d47ee6448c75ec095605e1a9df47d0dd95dd7e603

Observation 29de7913-3587-453e-ae1e-afdd56e7f671 · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.618570Z

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=2026-08-06T19:16:28.666650Z digest=sha256:408aea1bb7a0ca458c08b9c4709956c750c9e90c6e84e0572ace936b07d802bf

Observation 5b14ece3-59d0-4753-a190-77d49b46202d · outbound

This paper cites an unresolved cited work.

Taming Data Challenges in ML-based Security Tasks Using Generative AI Unresolved cited work

Reference 100

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:16:29.450656Z

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=2026-08-06T19:16:28.720918Z digest=sha256:f64b6c1789555697eac6cf80c37c8e507eb458eccbc9c74f317ed4ba6a0ecc1e

Pith citing papers

No inbound Pith citation observations are available.