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Paper Citation Record · LEDGER

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing

As of 22 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2507.11092.

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

pith.paper-citation-record.v1
2507.11092 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:25:40.502524Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

56 of 56 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved42
  • parse uncertain0
  • malformed identifier6
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f4d34d4e-a1af-4850-a59b-a15b1f10b798 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:25:46.121569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:35.860071Z digest=sha256:be799c5b8bd282dd078019f1102fb39f9a2a5b225fef4a6dce44922dd77952e6

Observation 30f578db-3015-4b00-a937-008efbaa5bbd · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 2

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T17:25:44.514259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:35.931398Z digest=sha256:2938ddfbfb9fb5484f4e21d12f94687f89862d28d53bd1d04457aa3a078264cd

Observation 5d4a1c64-b7c7-4f3b-ba2f-3a2658b1192f · outbound

This paper cites Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:36.022034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:36.022034Z digest=sha256:da23e790a4f3e47b08f3859b175ca78f085f9398f2dbeea70ea96df8bb349212

Observation 1ca26dba-02ef-4b14-bc78-3f7936fd6acb · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 4

Resolution
verified exact
doi, observed 2026-08-06T17:25:41.076761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:36.062101Z digest=sha256:fde417347fb8be565c1e1a8989b48023896939770102026fabfb606e22549f68

Observation 868ece8b-73ef-45a3-83c9-30cfde58b253 · outbound

This paper cites BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:36.109912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:36.109912Z digest=sha256:0feaa29d07169a7b84eeb3dd33176f5f4268c9224eabae33ed23e5259742b4ab

Observation 6f80e5b4-822f-4d47-aa1d-d9853169235e · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:36.196350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:36.196350Z digest=sha256:e05f09fdcf82cb05b8db1be48b9bdd3fc3b54dfa9a8e12a88e9a900dec7d60c3

Observation 492307aa-5414-4d75-8d74-f321fab8ac32 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:36.244529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:36.244529Z digest=sha256:5bbe0edc4a11eabf90e97945a5902fbfca4d7d9acb983bf71610abfeb5f953a3

Observation 4d452087-fe60-459a-a64e-fccaa3bf08d9 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:36.349186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:36.349186Z digest=sha256:42c16891f8d022d0e15e4a62f7f41652edfc7c7aa7ef9879bd999b4d587a88a0

Observation 0353bc9c-e181-41ae-94fb-5933cf43a0b4 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:25:45.891247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:36.391516Z digest=sha256:4be9919420e0bb88f0f5a7f6ff6ec0b58705890ee72395b53dec3542f29515fb

Observation 1519a1ba-e0be-475b-9ff6-bea0bd423c2c · outbound

This paper cites Security of Language Models for Code: A Systematic Literature Review.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Security of Language Models for Code: A Systematic Literature Review

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:36.495552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:36.495552Z digest=sha256:8ce0ace53c3539d815caf882f32110c7a6c27503a1f485f5bf1ee8006a42d3e7

Observation e1760fde-51f1-4361-9f55-3a76b4d8eba8 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:36.551186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:36.551186Z digest=sha256:545c72abeaaac74a385a948bd6e03a2fc80a896aa5b237da370cc4187a45399d

Observation 473a5041-5db1-4718-9a5d-017c48a58ca6 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 12

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T17:25:43.940918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:36.613871Z digest=sha256:21b36745348b94a596b324176d4cb2181cb7770e8dabe72b6a25344ca2cc0f7c

Observation 2e7c0177-29c1-4c69-a30a-86b0f4e25fe4 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:36.692792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:36.692792Z digest=sha256:d240789d1e19054faa05557c7a375dbf3006c2d4880c34ccbf29b861d49200fd

Observation 7d0d965e-6f79-4c11-b4c8-c84d81d50733 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:36.750581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:36.750581Z digest=sha256:074c8017756d93751de401d5f9ec1e3cf18a71f8229e8ce75fd1f78fb6c993c5

Observation 14da72e8-02a0-4fdb-8e6c-fc1f6100921f · outbound

This paper cites Ranasinghe, and Surya Nepal.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Ranasinghe, and Surya Nepal

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:36.831814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:36.831814Z digest=sha256:f5256eef1566d93a27c99fc41939f5bb051a6bae1ee7494351f668ea7ddd8f96

Observation 38e523e9-d973-4f50-a2f8-ee9c222571d5 · outbound

This paper cites BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:36.867512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:36.867512Z digest=sha256:43eca513559ba9f7a46421be2c8924d8b8848e4e4b70e58bd08437230adff514

Observation 3a56e7e1-c275-4b64-b765-74cedd161fc0 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:36.917278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:36.917278Z digest=sha256:e63692424bd03b62e15958c6214a54e112f7219c93988cb33367d9ab404abe51

Observation c9bd0d66-789c-441d-8429-ccbc738b6985 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 18

Resolution
malformed identifier
no resolver link, observed 2026-08-06T17:25:36.991971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:36.991971Z digest=sha256:5610f7efe09d0f081f29d441627cc1df056e7ae11b2326427969e0efe3f2c603

Observation 47c9a616-c5dd-4544-b832-f96698b02315 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:37.026751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:37.026751Z digest=sha256:c2784fbb9a1f5650c829b6f1d212661005bbc162ee80b12c75999d19f00ba66a

Observation 4a5ee41e-e1a5-407d-8b7d-0a8058a38b29 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:37.074100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:37.074100Z digest=sha256:971591a87e45b25dadbdbf844507064a8a6ca0cd5bb034525e99b75dceb6c292

Observation b02a3ace-2693-476c-8182-6e2702692160 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 21

Resolution
verified exact
raw_fallback, observed 2026-08-06T17:25:43.350236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:37.150731Z digest=sha256:44884ea296e0829917c75a85b7c2a98ceead44a06aea5df7b5152f1dd7d724c8

Observation 6af87b08-1926-41d4-b01a-138c87c0864c · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:37.198961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:37.198961Z digest=sha256:98ee840abc8dd55bd484f24870005999530f250e8489629c27516059729ac71c

Observation 53e68fd3-e6f0-4d6e-9df2-f987ed40ae76 · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:37.249401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:37.249401Z digest=sha256:c859f10490fb3866bd5008dac6172421ee6de76b0d8966a31b9862b93dfec913

Observation c5be0eea-2cde-405e-831c-2a1133931f06 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 24

Resolution
malformed identifier
no resolver link, observed 2026-08-06T17:25:37.340256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:37.340256Z digest=sha256:7038283d22e54064fed06bece0997f187c327e2d0c81eea49a132bde631849cd

Observation 3fd73307-f562-48e4-b42a-deec32a0a30b · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:37.450575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:37.450575Z digest=sha256:eb8cba984d2569250216f0a2fefb7af94cfcf08478c15ad44637d6b430d057d0

Observation caca1096-bcfc-4ae6-8675-4ceafaf3c705 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:37.513617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:37.513617Z digest=sha256:7373eac337ac4503c31972ea73792f7b4f55bbabd0fdfc43b1e42da7303d7f95

Observation 890a5bad-3a3e-401d-91d4-19600dd25a45 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:37.600861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:37.600861Z digest=sha256:727e4b69cdf5b3afbd05055fc04b5e00ef9625a1d549b2e737c026dd5897f493

Observation 349436ca-ffb5-43a0-b4c8-db56f30c3385 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:37.677225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:37.677225Z digest=sha256:4eb940407a6ab738cdb0d6697d7fd20754fa232db3cc9a540bf4b7e3a96e21d5

Observation 4d09c4f3-37d0-41cb-952f-111e6e278610 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:37.743202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:37.743202Z digest=sha256:ac5629281dfb2a291cba4d690ab8654c178a1096532c919b04b1f2afc65b25d1

Observation c9669861-b0d5-4a49-8b56-974f6cc784aa · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:37.852069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:37.852069Z digest=sha256:e5e747d6ef0efdbab61e625f781414ca1c6598fd800070869b1996ee7dec3e54

Observation 3f5acd09-baeb-4547-b26d-e5d5be055ee9 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:25:45.710545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:37.923693Z digest=sha256:7205e2f282a1011e3ec67c4f2c46df526bb9d443276079aebafb46c5f03a5243

Observation f2a1ed8b-a4e8-4b80-8c73-4ff7452a462c · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 32

Resolution
verified exact
doi, observed 2026-08-06T17:25:40.738221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:38.092163Z digest=sha256:4abff785eb76fa883532d8601c7e2374ee9b92cf9ccf3efd5e738cc71e461f2b

Observation 8eb99c68-c487-4b64-b209-779e1ff4781c · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:25:45.533467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:38.289811Z digest=sha256:ab3a4711549d2b9b08d248cee025a3c860f2f9b60c2c084b19292173cfc9d40d

Observation 473dbcad-a6cc-447d-bfba-99dbd5a21a97 · outbound

This paper cites Sanchez, and Antonio Ruiz-Cortés.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Sanchez, and Antonio Ruiz-Cortés

Reference 34

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T17:25:42.726426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:38.349315Z digest=sha256:909d31f5ade8a97143db1d4bdcf125bab0959cb3f1b50e8efee5faad42141432

Observation d6be6982-8590-4f5c-9f89-9b5b88788ee4 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:38.479887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:38.479887Z digest=sha256:f0a84b27602292b1ef2a79129443ac6bcd5a92998012d047c9cbc1dd6b1eb77d

Observation ed9aeea5-246f-4fcf-b5c6-8e94fe1f4905 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:25:45.407870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:38.653544Z digest=sha256:2de5c45dcc5ad887ab020e2555e05348e6d1dffbc96f582ec933103a243ca014

Observation d2ed7d2f-d192-44d9-8b04-342e249c0783 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:38.748168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:38.748168Z digest=sha256:9cedf38d08dd950446b6fd5eef1edb6a0c3a0baef2d79a1d9bdbd6887f475c49

Observation edbec08f-5e6e-47cf-a0a5-9550c3f69829 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:38.852288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:38.852288Z digest=sha256:3c62c871deb5c44bc333efe1135e1e67101cf444e16f03035fb8e8053f3371c1

Observation 4c1477fe-56c5-46c5-a3fc-7d427ed75bf0 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:25:45.116067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:38.937704Z digest=sha256:3f4b5bb566d65d282b03a7dcc773465ebf908a547ecf457d371e55a2bc27600a

Observation b3a4376e-f4f1-4ec4-9ea3-c03f429e76f5 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:39.058387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:39.058387Z digest=sha256:854e772e01e43ee4c4d8b8bab509f1e9219089be1a83ea4fe2a85e672a2c4ecc

Observation 4d869853-0387-4a99-aadf-e0e71076c373 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:25:44.842304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:39.191167Z digest=sha256:e58f430d2f312398f0a4235b58d0f8c006961727ab29a0164e41a854afd5ab31

Observation 29492db8-f52d-4193-a8fd-32049c3ac5fb · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 43

Resolution
malformed identifier
no resolver link, observed 2026-08-06T17:25:39.290236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:39.290236Z digest=sha256:22e1d5e45dea7aa283d3bbf129c4404c293cf2f8b65713b1490f3cd2625d9e4e

Observation 035efe1a-ede0-4373-bacb-4678cbd5e1ca · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:25:44.652744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:39.389443Z digest=sha256:692d21530367c51aae8d04da18a880c246a844c8eb15af2e620b1a9309b1d385

Observation 96b87a85-89b8-4b9e-9de4-67a3d0b6d7c4 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:39.606546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:39.606546Z digest=sha256:cdc8c2e4b9e042d8567e0b837354a6eadc683ce8294550f8a9c34145bd176e03

Observation 253415da-8ee3-4190-9baa-8b80a67e0602 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:25:44.573860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:39.687738Z digest=sha256:e87050ce1a9b6d06d94536b51912b957d97be77e13bf72a8a8a86496a95bb879

Observation 7aba9d2a-484f-4770-94f5-4f3d904f3a6c · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 47

Resolution
malformed identifier
no resolver link, observed 2026-08-06T17:25:39.793749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:39.793749Z digest=sha256:ab3fa9699507bb54fd7716dea8bf383bf0b0a4661572ace63176d84361992b47

Observation a4a5c1d8-572c-48e7-9c42-f65df19f1f10 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:39.938148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:39.938148Z digest=sha256:f6555e647152cc30796735193f994ee9bf233ec09aadb0b2f54c6d017f3e94f4

Observation 294bac2c-96c4-4264-b60b-b3e1fedcbaa8 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:40.052522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:40.052522Z digest=sha256:494b0b8416cedd4347b10c96011d9ae30dca856aa7522f9352fc4b4c43e50ab8

Observation d9b18144-6132-4c9d-bee8-995e659a8a74 · outbound

This paper cites Zhang, Hong Jin Kang, Jieke Shi, Junda He, and David Lo.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Zhang, Hong Jin Kang, Jieke Shi, Junda He, and David Lo

Reference 50

Resolution
malformed identifier
no resolver link, observed 2026-08-06T17:25:40.150287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:40.150287Z digest=sha256:656efd10ab6567c25ea3a354035767d92a662338dbce970a28c7235df0f19558

Observation 0827d57f-d6fa-4d44-b3a1-9e4f4587a410 · outbound

This paper cites Zhang, Mark Harman, Lei Ma, and Yang Liu.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Zhang, Mark Harman, Lei Ma, and Yang Liu

Reference 51

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T17:25:41.862291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:40.226067Z digest=sha256:29e742158dc433a5bfd528cc21ecbbcad12329b99a2b09e724a0ac6f98686de1

Observation c3248221-57de-466b-856a-fa89c4f62f82 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:40.303233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:40.303233Z digest=sha256:349049bbe89b8774313ffc2eaaaccd8f04cfbeae7f3b323e5f2bc65026cacda2

Observation 235a939f-05bc-420c-bc9b-76c0cef22fa7 · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:40.398887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:40.398887Z digest=sha256:4101b67a356252cce68e5e3fd60a06daa9a0d3270cde367ef292edc960e5e2f2

Observation 3409f5b5-6f85-44bf-81bd-397f9e2b9bed · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 54

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T17:25:41.418635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:40.502524Z digest=sha256:2d53172fba5ff0eb8a3c39a1c8c91d3e105b2fd5065682a685449e26fe41e014

Observation 3bed15f9-10c1-4c25-a56b-5b08fcc79434 · outbound

This paper cites In Annual Computer Security Applications Conference.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing In Annual Computer Security Applications Conference

Reference 2021

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T17:25:44.173464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T17:25:36.433993Z digest=sha256:4c8a469931aa39f6935ac9936b1058a9b699d75b6a0998f51051cafc48ea87e1

Observation 781c0717-7610-4219-9329-e20754ccc5a5 · outbound

This paper cites In 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE).

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing In 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE)

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:39.478234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:39.478234Z digest=sha256:a1a393f725208b5a62771e7f2e8be7b261200914d3744317bae4150ebe39ea92

Observation 26ac97ff-8dd9-4f9f-b9db-03b67a15d0df · outbound

This paper cites an unresolved cited work.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Unresolved cited work

Reference 9566

Resolution
unresolved
no resolver link, observed 2026-08-06T17:25:38.021949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:25:38.021949Z digest=sha256:b4fb65e46b7c676dc9c5bb2aea985830ca39a16ade05df7b4732d2e2eb08fafb

Pith citing papers

No inbound Pith citation observations are available.