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Paper Citation Record · LEDGER

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

As of 18 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 2026-08-18T06:34:40.430872+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=sha256:8447f5800fe310e80b8b360fda13f98f0222a9bccd2b9d5b71bdf04b11ab91bf

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:eb3e160f5a52ad1fabbccfad0a21a0cedeb9552c9a7796cd41b31e5445728221

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=pdf_text observed=2026-08-06T19:16:26.442774Z digest=sha256:e164366f5f50726e29713c07b3196ff4ac18d213b5c6902e6a1a3eda4f470c97

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:fb30a612a41421cbb7c033a16eefc29ddd06a4b9ed0fed5eef29e7dd4b9fb641

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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source=pdf_text observed=2026-08-06T19:16:26.799150Z digest=sha256:fbb659ecd6a0881163e9b1dd0df1df4474d34122ff10ef3f2999a74226bdd850

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=sha256:8564b7f157129d3062ee61ba1b9f94bbef77d046ea1af1e71afd31664a1d6d1d

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=sha256:9c1c7078b6549957610e436e8865e63b1addba7abe566ca5cfac4984e3b45160

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=sha256:3a775fa72cf02995aaf57242007358bdb42d05522e17ffc34c5db255fe5c4e71

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:e7bb6f0e361e4b88def0ea7ab736b8eb807d596d16a1b07a7481ff7b24848fd9

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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source=pdf_text observed=2026-08-06T19:16:27.415956Z digest=sha256:0da3a594ca9eb914b8e4b9da25261ca6664691e8f2f4b27382a94b6641fbb7c6

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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source=pdf_text observed=2026-08-06T19:16:27.538485Z digest=sha256:5831e485f641349ae7e3ec7e3b1950857f57945c6d3f910359681ed6f961cc26

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=sha256:4023035b29e1f66b675f1ddd3212e859c8153f9db0546d3c22cb5dda43732691

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=sha256:97b4f7cfe41ed8212e37c0626ce41087e8d3ec490c7c1360d2bfcd55a0ffae05

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=sha256:48ac82b9c7a03fe7fc5284aafd27c974be27640b6c979f0af4110b97842efdc4

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=sha256:5f7e88464a70bf84381585b01940ba2485dd68a6f29f19bc7d9599997e2ce246

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=sha256:11b47011106e54d4df9f0898e3f6268e55dbd218495824fbe0d2e8df4bea01b6

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=sha256:3eef23e5184fbf12e0c19b7d6effcc9c974b3842c426d6ed2ed56e72f81ca6ec

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:a17fb2bea57342f9cf5954208c6a8efee14769f5e6d5af2ceddd9cef7fd749d6

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:e995be5b383f44df04dfe7605e6aa5323e19039c13968a738d63d1af43f0e199

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:d7c01bbb7470491d6c7c2b55f2736e715cc4a9212bf2a473face9eb1860b19ac

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=sha256:191a90512a837d5fb6da9c28c4ad5528b24fd579d71bffb9c9bc31e243e09ee1

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=sha256:26d6f8f9ab5143904a5074e296b1e5c31207abaa6dc18cad2226268943a55b40

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=sha256:6617e678c61cf2c6b4b2a466225b263fda1549adeb2d3e1f7502d54ef55d4dfb

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=sha256:664ccf3e6cc31f02b33c69072da0643f33d06116abd522bf9d896be8073db195

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=sha256:6ad7366fd3b873aa217006735f266a22fc6097a61b7dfd9a22bb3a33eaf5d49f

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:a46638b059c136696da01ce0d0da21a5f8649700ec0eaed18f007eef5d72bd94

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=sha256:263965353c783c96008f565df3e3e5925dc680dfe84b6afff40880df250b0406

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=sha256:6984ca2baa6cd384b6af4175ca65355fb4ccd2d0243d5acdeb38f731c5ccf594

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:fccd955b955b0634c5032ba08f2d97759de1af0a5012ed98bc5275859f857b2f

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=sha256:32ac3d80e559190415b4125fd92f3afa045250a6297e3cf9c6053ebe57e95003

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=sha256:593dd9698e1f4ff4a7aeeac4acc30cff671b9ecbf2ab1640775660815d297adc

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=sha256:180164fc0fa7379348c25832db012ea9d77f8db6eeb9dcd7087fa79b3d7545c0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.289272Z digest=sha256:86e04c70719846e74fb8ef8fe2a9a819cfb0048150fcae9fc27651b4e0dec7ba

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:b47ff0a4420b62add9c432cca7ca84085a62ea28384c0641cb3c76dd478fb777

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

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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:f01ead1782e3fb838532a2cf396da3952b5994df84379fde2467014b0f8c812e

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=sha256:76dc5227989578c59b3167453134f6ad46570c4bf0982abf25957ac935a31fe7

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=sha256:0406ad4a5c5cb8e37e66d8bb2af567c2f39116694f99ce90822acd4131d6422e

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=sha256:62a8a5c5f6e3cec4a5d352be0b41b6c858ca550fe0ef9be060171d0e6931baeb

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:c4349453b16a99427eb949eebb0511f21923bda543352dcd80454a52ff83904c

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=sha256:03291913d33a7a3b070b5231ee7efa1748cc536fafed68b5f28902684957e63b

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=sha256:3f31ec305cd0f06a6ed8b12a75c4532c95fb1bd48363f08f22bbde19563a9e15

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=sha256:48d936d12723e48f0154568e101edcf85782aa3a157404805c06529d33772860

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=sha256:35544f90386ea2128e44aef8eddde66eea3eb691863898c107697c31edfc0644

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:ff0d9f5a2c48972aeeda801efc2d7a2fac26c34798d9bfc0bcc408bdb41642e8

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=sha256:2a5a0d1629b58bef467c32b0ff55f11de278a7ae29065c985b99276f7f397bbc

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:d7d4ad1535da7afc8fa611d7b6047fd979a0b4a26112c965c17cdf8a262f2bfa

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=sha256:5c9441f5d8fbdeded9da3077f2c3d45b34cfa612a67ce73b8e3b10d99cac1d23

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:e29b5ac5eac696ae0ddef4acc168e628c84a3f53c24795a0271afad7cc6beaa6

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:fa345c431d100c0f61f436d341788abb11ee7c16fef69b0ad9efd6abcbe85f41

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.405110Z digest=sha256:dbc807782273999cb489bc24433373bfd47fdb97f2015ed3f55f8df8391d8430

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.413787Z digest=sha256:9b2c00453fe3675a36d3186eef3a31219dd31c93d08fb66d63e78a6256f70786

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=sha256:0182a464e49267e50d455914a9fdc301b2d7fbacdc9421d554af83492c66ae70

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.430361Z digest=sha256:0d3f04f4b0edaee189bce901b85f41ccbbd504e99c3bc3486de1d0b11c80d0c4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.398640Z digest=sha256:d6059c138fd48d43096b0b4207d79dfc0b9eba60a53d6ed6210b588b6e204dfd

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.451662Z digest=sha256:ee68eb0f5a6a1deca3a91233ad7ca97597030d3e5a2b49944480986c3debc79e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.456385Z digest=sha256:bda01c69a3e3a925a2f122ab7e0827956a4492428b073513cb00e2dca87f6219

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.462880Z digest=sha256:efb236a2a32271f67b419dab0fffa177fbc4da48b60c51631773c22b328cfb40

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.469017Z digest=sha256:79e46e0506af80429e6490a7c52c1932c1db567d260bcdfe5fa4118a3e06cbf0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.438241Z digest=sha256:b47f8606bd0627be6eaa6fd558345512820fa65f39d19ae854de81a045f504ff

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.480310Z digest=sha256:1c456f0cdfdd60eaca99aab5e0856da6318f050e5707d563ba7daf44053a364d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.485942Z digest=sha256:7aa891314978dfbe98660f4862136df6bbb6d661d72d186d90fbd4cf9bc0310f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.490732Z digest=sha256:e61148abcf1807fd46d1384025e22bab976e6c606d695424f769dcb81ea880c3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.497000Z digest=sha256:e8a06a40800dd3631951091d4c21099c8fa3e4ad2a5dec11b91830d22a365d60

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.501705Z digest=sha256:8e0826fd6f080f0c064f6e02ec10b1a639a11b5e8b1e15f399ac50a508800ec7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.473456Z digest=sha256:027707f25e6d624803b83cc001d757796e70f69ac81dc768b9d58c9f8a929fc4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.510909Z digest=sha256:bd545f112ae4859fe9e5ca961e07ccd19e16c0aceef6b2f1571b1fb075388ed5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.516699Z digest=sha256:53d234d690742e94ec47491b7b692e8fae166d50c1811a69da42e872c7ca5f71

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.522716Z digest=sha256:c0f915a8ca54d1d9f93f6d316388174d41462da1413cae6dad8758cf792280c3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.528281Z digest=sha256:b3de16821e775776d2012a557f21d20619fce006c3b9bd894fff5fdbecdb5335

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.533400Z digest=sha256:4e7a9aea3b9d84ee493d2bae73bfac1809cd15d5fa4ff928e7a3864c8c4f6352

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.505986Z digest=sha256:6002cd7e5d26848418d3ff8493e5abac470f5a35c64a4d775c828ac3522b00b2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.543407Z digest=sha256:8b701e71cd7dc315061859a310a94a08ef32b1cb9c82326f091fdec3bc8c31b5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.551609Z digest=sha256:11af03302cd1883fbf250ae4b754a8505463a59a02674cce21b7b8c4cd715d8a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.558988Z digest=sha256:30a6edb3d711fe3cfe845a763aed86c7304a527d8260f43a6f2d8e9bf0bf2545

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.564570Z digest=sha256:062afd63a5e507b89764ff3f55c88aee43c5e0434d15b311e5a94ea6ccf86ece

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.570467Z digest=sha256:a946f0530700e6dbd1c31d0a357e6d444e37e86dddcec42002926f247f41a385

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.538200Z digest=sha256:1c552084e11f3200dd47804c111b53b3ad273c28bc8fb95c4374bfa051fbff6a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.586535Z digest=sha256:16f05e27cb7383aee8846b5d03f02b1a070734ae5fd77baa8801322d82ab0426

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.591169Z digest=sha256:b872ff7769a1a5c30f59a3c082590aa88cacb2f0c9d165a64745d380ef6449d2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.596485Z digest=sha256:3b2fd612e92c48008402b749edc3aa71fbc71b27e58640db53aaccade408f9d9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.607486Z digest=sha256:274f52f14ae246a5381b887937bfd78c8c7f3223fdbc21045e03ff75fcc58811

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.612685Z digest=sha256:ab6c5f61f9b7738dcbdd03d0945da50217e37cdc09180df38c8f81ede7a6f02c

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:aca0b5fff424f2fa47b2e7d042bbbb36d96c69b396f4dc4768f5222d8550e03a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.628531Z digest=sha256:43b089beb4d1f5bf59ba42c7ad90395fdb0a6d8e2baf4e6a03e792b3be4280ba

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.633139Z digest=sha256:8f5b61b153db6a629a743ff058bb0d95826304744c23727e25df4a1259fce287

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:e9a2495e59325e8539b5797e9ebe933c802bd99b3c462ee704987e5f7f6e6bb7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.647577Z digest=sha256:2dfdcaf79ebcd3d5df6cb9c9faa54eb53a39095d4b6e4a2ec159cd48da876892

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.652493Z digest=sha256:5324439c4d87f3beed09ec84a9c13c9e96ae3aed6fb30f31aa11e27ad97ace83

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=sha256:84e277fe1e22f2fa5b11d0e17e5fd83941ab67fb5dc66aec91cab5c0e35c8c01

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.624080Z digest=sha256:9e2f8cce0d0811cc20437afba0655bbf3004f1d2dc68a386a6e3ded6b3cb9932

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.671920Z digest=sha256:148b506264788f677a7fa19767ec1b7f5152b72268bd0bd3df60c996e1497b5a

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=sha256:56cfc5020487e665147bf885b46f061675a38e24fce48ddb23e60d03d03c5d80

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.682677Z digest=sha256:1c5c0601f47ef0964ab23d3dbc161db66302b741cc6822f472b340a6992a1799

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.688967Z digest=sha256:e4889c32b736dba970864260294cbccbb13d59eb9043c7aa9f5dcaa8529da72d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.694738Z digest=sha256:b33220ee58aef3f0c5bc8630b58895b34acd33fdc2d2d5b3426d76842a190646

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.698773Z digest=sha256:bf2acf3801e7fb424bf65034bc4b2ad585c57a2c616dbfeaa278addc6f29fca1

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.703706Z digest=sha256:317617ece039632fe1dc7204dc816752cd8ecd262926c853ce95cbbe5889f0a1

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.661868Z digest=sha256:aeeef2dd0b6f2ce87d969ff6e0a24069f193e619fa3ee7a6f8b618b1f7fd08cc

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.666650Z digest=sha256:c14d15e0518ca5563628858d5890b9c84c4f69128862aec4aac1368d0dade663

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:16:28.720918Z digest=sha256:6823bcd6d70f827c6eaba18ae936e9fc8f361813072d2098c38bf373581d2a03

Pith citing papers

No inbound Pith citation observations are available.