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Paper Citation Record · LEDGER

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning

As of 9 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2506.23534.

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

pith.paper-citation-record.v1
2506.23534 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:45:30.128473Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

60 of 60 outbound references displayed

  • verified exact2
  • verified fuzzy19
  • unresolved39
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 49bc9e58-73f3-45c1-a1b2-04a3358af782 · outbound

This paper cites Alfasi, T.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Alfasi, T

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 4df6b32c-adac-4697-9714-3bef9353f181 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation c9967bc2-9bdd-4328-960b-aa83aa5292c4 · outbound

This paper cites Jiarpakdee, C.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Jiarpakdee, C

Reference 3

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raw_fallback, observed 2026-08-06T21:45:34.955890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation a97df250-b941-4a78-afe1-8008cb985d61 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation ea65f6a8-6a3b-4496-802f-d86abf27fbea · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation cad35489-c811-47c3-9133-23f0db77287a · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 6

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no resolver link, observed 2026-08-06T21:45:25.964393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8398d0d1-90c6-4695-b0f5-a42206c4b781 · outbound

This paper cites Menzies, A.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Menzies, A

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 286b5e43-7235-4be8-a86b-655d96975747 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 96ee438e-ed52-4e51-9653-29aae3b478bd · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation c39e9b0c-6dba-448c-9bbf-0a821f4378d0 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 02f1a17c-208c-47aa-b9c1-44d0e6713951 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation ba0cc07b-9f6b-4e1c-ad7f-d696e7c07ee7 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation bc3846b4-8cfc-4f14-a3e8-f36043d9e33a · outbound

This paper cites Jiarpakdee, C.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Jiarpakdee, C

Reference 13

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raw_fallback, observed 2026-08-06T21:45:34.809753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:26.496447Z digest=sha256:4fcf23f552eefc357bddc183f46497f7d6f6df2fd9864fa0299b0f3357beaf50

Observation 75275619-1f66-47f3-99ae-f27b95d92272 · outbound

This paper cites Khanan, W.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Khanan, W

Reference 14

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raw_fallback, observed 2026-08-06T21:45:34.794997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:26.613994Z digest=sha256:d47adb46ac88ba33ce9e58d3a67ff4bc7aceef1b122fda06aeab4348f4cef52e

Observation 89017efb-f46a-408c-884f-a5ae194290b0 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:26.686963Z digest=sha256:9168ac54d7336a35e15baa5f7e46c9913fbfba435b54fb9f1a135f4c7f6e39d2

Observation ab419f1d-19ee-42df-817f-031e6eb1b8ad · outbound

This paper cites Pornprasit, C.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Pornprasit, C

Reference 16

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raw_fallback, observed 2026-08-06T21:45:34.763192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:26.766347Z digest=sha256:0d717f97611396b2ac965447888a021e5b755cd87ed5506bc66b0e2fdee18a5e

Observation 0b2d0198-c9f5-4e9f-9202-ae0bddea034c · outbound

This paper cites Rajapaksha, C.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Rajapaksha, C

Reference 17

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raw_fallback, observed 2026-08-06T21:45:34.746681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 5152ae3e-49e7-43e8-896f-64388d26b66e · outbound

This paper cites Tantithamthavorn, J.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Tantithamthavorn, J

Reference 18

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raw_fallback, observed 2026-08-06T21:45:34.729884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation edf9ae27-c745-494b-b526-e0485f4573b9 · outbound

This paper cites Tantithamthavorn, J.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Tantithamthavorn, J

Reference 19

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raw_fallback, observed 2026-08-06T21:45:34.713704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation b3e1861e-15c7-4889-8c41-ea7ba4b43958 · outbound

This paper cites Nguyen, T.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Nguyen, T

Reference 21

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raw_fallback, observed 2026-08-06T21:45:34.697992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e0026817-6f99-4139-a31d-ac5b4d84c035 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 22

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 9fd795da-3b71-41f4-940f-e8c9c9ae17f7 · outbound

This paper cites Wattanakriengkrai, P.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Wattanakriengkrai, P

Reference 23

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raw_fallback, observed 2026-08-06T21:45:34.668728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:27.291237Z digest=sha256:ce8aa36eb326d73ef7556fa518ad1b42a2e3091f1fa079885925ff14c786f1f7

Observation 650308ac-fe47-4350-b31d-8d9de1b11313 · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Explaining and Harnessing Adversarial Examples

Reference 24

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no resolver link, observed 2026-08-06T21:45:27.383532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:45:27.383532Z digest=sha256:e770d943eb683911d66a7fd855f240391e6c9a63080d1a09865f68f28f3e4682

Observation 4b6ead5a-dc22-4cb5-a89f-e24d7e9553de · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 25

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raw_fallback, observed 2026-08-06T21:45:34.652983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 1f747bde-2b6e-4255-85de-0b2ed882ab30 · outbound

This paper cites Semantic Stealth: Adversarial Text Attacks on NLP Using Several Methods.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Semantic Stealth: Adversarial Text Attacks on NLP Using Several Methods

Reference 26

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local_arxiv, observed 2026-08-06T21:45:30.932752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation fde4309b-b09e-4adb-baa7-b71b48528a6b · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 27

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raw_fallback, observed 2026-08-06T21:45:34.636632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation d746ca3d-06c4-489c-a56f-779352cf97ac · outbound

This paper cites Zhang, Z.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Zhang, Z

Reference 28

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raw_fallback, observed 2026-08-06T21:45:34.619366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e6a11f28-61c5-4a6d-9421-b7e8015f6b59 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 29

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:27.722514Z digest=sha256:18538051c0a8e39a465e99c66f07effbd26a59c40adbf3cff60ee7433e0db12b

Observation 6aef4656-6c2e-463e-99bd-5d506d77362c · outbound

This paper cites Huang, Z.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Huang, Z

Reference 30

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raw_fallback, observed 2026-08-06T21:45:34.587283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation bf96e9cb-2a36-44d4-9f21-d3740d88c71c · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 31

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raw_fallback, observed 2026-08-06T21:45:34.567197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation b67ec2dd-b8ab-4966-a44a-553919aae17a · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 32

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raw_fallback, observed 2026-08-06T21:45:34.536547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:27.897709Z digest=sha256:f63460af12a58c0b046892b59232f0dee8e6c3882cf8d8676520ef578c854931

Observation 212e7925-6cd2-4073-bb46-9496c2262c34 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 33

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raw_fallback, observed 2026-08-06T21:45:34.461717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:27.974758Z digest=sha256:6303598524e60af464768e8a3d6652524433640616d62dd288b6b4a4f81ff710

Observation 235fb0ae-936e-4a89-8253-b2f6a08bcd7d · outbound

This paper cites Turhan, T.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Turhan, T

Reference 34

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raw_fallback, observed 2026-08-06T21:45:34.408030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 79f384ce-6fd5-4534-81f9-7ff2fac1c555 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 35

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raw_fallback, observed 2026-08-06T21:45:34.339803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:28.087715Z digest=sha256:f5d9fb29c93b882868498ea30e2c1d9072e6ceabc6dfc903ab004d8f07a11503

Observation 18352107-03a5-4988-a438-a1ec19d6cfef · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 36

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raw_fallback, observed 2026-08-06T21:45:34.279515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:28.142343Z digest=sha256:040ac11d7a692b86228ff0e373e3fd40b157e21dfc4167cb8281ea03894c77c0

Observation efa101ba-2a2c-4715-9731-521e80ed47ce · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 37

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no resolver link, observed 2026-08-06T21:45:28.213908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:45:28.213908Z digest=sha256:fd4edcef7e4393e33c4e93ee4f1c2ea74863d8c1a449ff264854a7fa3e731805

Observation 0c03aeff-35ad-4df6-8781-cef50c13757f · outbound

This paper cites GraphCodeBERT: Pre-training Code Representations with Data Flow.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning GraphCodeBERT: Pre-training Code Representations with Data Flow

Reference 38

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source=pdf_text observed=2026-08-06T21:45:28.292903Z digest=sha256:ed16b8599158f4dd4d266ae13bb309c7f39c31658e96c934661539b28a3e570a

Observation d764ce74-b5d9-4cba-961d-2229fbe340ca · outbound

This paper cites CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Reference 39

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source=pdf_text observed=2026-08-06T21:45:28.347143Z digest=sha256:7afc4330d6b8552f22d09d72a9206d6073c263b03ff805a278be22b3a3bcca50

Observation d267bebb-dd40-4ff7-a15a-3cacf733e999 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 40

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raw_fallback, observed 2026-08-06T21:45:34.200007Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation bc0315ba-b93d-4115-82ba-3b9317b40e93 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 41

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raw_fallback, observed 2026-08-06T21:45:34.134412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 3a428f7b-be0c-4933-adfe-0c6c521364c9 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 42

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raw_fallback, observed 2026-08-06T21:45:33.912033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:28.531880Z digest=sha256:393e5412de3a5b43716f25ab715b822624f4321eecc29d6d71dd6ff70e66fb36

Observation 46edfa3f-c195-47c6-8bea-e3f7dff4acfc · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 43

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raw_fallback, observed 2026-08-06T21:45:33.565333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:28.581298Z digest=sha256:be41cee0c7ac037ee0f8dda8c45153f61e0c93e63f7c52f02f889b411d6b1ad9

Observation 32b9b8ae-d01f-451b-a48d-c93910c81ec8 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 44

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T21:45:28.636371Z digest=sha256:df1ee278c3d0b1d33d280e73212669bc8ee08dbca70a62c8e0642b54415909bf

Observation f837ec84-bef7-4002-973f-00fb69698d80 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 45

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doi, observed 2026-08-06T21:45:30.400557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:28.683340Z digest=sha256:bfa4d322293f5037e08f433e76e343cec2de5ab167b7737976a52156b008d98f

Observation 8a6182df-4a41-4b4c-b3d8-4b8665dd71fd · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 46

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no resolver link, observed 2026-08-06T21:45:28.735080Z

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source=pdf_text observed=2026-08-06T21:45:28.735080Z digest=sha256:47265b8117190a23364d7c20ee0767760c66b157735af1722d0297f6ba1ead86

Observation 3c6b638a-1acf-4bba-bbe9-b5a5e4bd0ef9 · outbound

This paper cites Herbold, D.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Herbold, D

Reference 47

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raw_fallback, observed 2026-08-06T21:45:33.411626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:28.799642Z digest=sha256:42f1e6aa8f572f23885447547d1d01ff4b330b15a92fb3a58215e466a39bb8c8

Observation 247712ed-a5a9-452f-a309-0183e4ca9905 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 48

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:28.869999Z digest=sha256:7c8244f3302e17cf6364e928564e8f5e7409770d57a19168863381230f3c261a

Observation 51f901a2-1d5f-467d-bf82-eb4fbb1dca91 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 49

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 91f37f9a-949c-4f2f-8828-3135c61d072f · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 50

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation c88b89cd-5480-4bd4-9429-b2a3cedf16b4 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 51

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raw_fallback, observed 2026-08-06T21:45:32.927461Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:29.252274Z digest=sha256:e22e462ed12901b80867be687f071f5f8aa47b2a6335710072ce2a50360ec7a7

Observation be3100d2-e382-4642-acb6-edcb2fb3290d · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 52

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raw_fallback, observed 2026-08-06T21:45:32.865769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:29.378635Z digest=sha256:9cd9556c44aba5582e6af16b314cf88fd3c39d4abcce9541c6430010b63c715a

Observation 728fa8bf-83c5-4222-a147-097016413957 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 53

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:29.463305Z digest=sha256:8e9e930249f47fb6f0a2a5e5eb0894ee4bea68f03150c193fba7269db116cf69

Observation 3afc517e-fb4f-4e84-98e5-fc750c4ef3f1 · outbound

This paper cites Chakraborty, R.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Chakraborty, R

Reference 54

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raw_fallback, observed 2026-08-06T21:45:32.452657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:29.540551Z digest=sha256:dccc0194a82597af2c0a1e4fd032c84564e033080befdf9e255c4e8611c522a1

Observation dead6ec9-8ad1-41b0-b73f-52548e0e84d5 · outbound

This paper cites Bilgin, M.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Bilgin, M

Reference 55

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raw_fallback, observed 2026-08-06T21:45:32.266404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:29.647912Z digest=sha256:4a0388e849ed4d1c1ae162f11b682a1e06bd8f284df5d23516f8679641898d2b

Observation d94f878c-ba21-4423-adf3-c43a303ea468 · outbound

This paper cites Szab ´o, V.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Szab ´o, V

Reference 56

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verified fuzzy
raw_fallback, observed 2026-08-06T21:45:31.927392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:29.713734Z digest=sha256:343e2add8a65ba9efcf482eaf49a6fd666339d5b8c76f998eb608e785c8a10fd

Observation 2f05c7dc-8658-442c-8df8-5e94b31c7951 · outbound

This paper cites Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We?.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We?

Reference 57

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no resolver link, observed 2026-08-06T21:45:29.806953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:45:29.806953Z digest=sha256:038b89f218feccb38dbcb6b6be698e3545d86596e76c0aade7f0e77e42846f58

Observation 049c7138-d620-4352-8704-ccd3e6753d2b · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 58

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raw_fallback, observed 2026-08-06T21:45:31.699370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:29.884682Z digest=sha256:db83cb11f2c86e500d6a5d06b46ea844845ac43571edcb6ad982d9e602115f78

Observation 2e899f96-d71a-4150-a41c-32098a816505 · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 59

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raw_fallback, observed 2026-08-06T21:45:31.566758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:29.962691Z digest=sha256:8858d164dd5b14167fe742fe674d34be3a1ac7a84559cd4c31790420ffb1420c

Observation 184fee93-1020-4768-a4df-0072fe9bc4cf · outbound

This paper cites an unresolved cited work.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning Unresolved cited work

Reference 60

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raw_fallback, observed 2026-08-06T21:45:31.402228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:30.054459Z digest=sha256:b6daf265bfde471435928336d1d1ecf07c4a733e562905cb512dd953b6e151ad

Observation e14fcdb1-b7d6-4ed1-917e-b2f35088a804 · outbound

This paper cites More information can be found at: https://xchencs.github.io/index.html.

Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning More information can be found at: https://xchencs.github.io/index.html

Reference 2023

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verified fuzzy
raw_fallback, observed 2026-08-06T21:45:31.219566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:45:30.128473Z digest=sha256:109fa0320fd8d4c86e46654527c9d90e2b3acde8ae0681e0ebbc9adeee73dda6

Pith citing papers

No inbound Pith citation observations are available.