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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:35.860071Z digest=sha256:2c576207093186ce7b4d258aafed41c4513a368972ea7943bc0aac30e4fca73d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:35.931398Z digest=sha256:e0ab00989a865fd1b4e9060fe72cdfa79c7eefb047c1065f36de9dc99811124a

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=sha256:05bca0bd37b61f62ed697d3f1a19ff1cb1b681796705f70a92c1da89d8ca5d1e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:36.062101Z digest=sha256:b5a704f70e1a22acbdd8876a2e3815c7d27dd6810cd68a393e9a7985c34858b1

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=sha256:9078d82cfb5dba882854c8465fd6901f1f08dbde45647c9aa996cc06e99939c0

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:c1688626ee51b4485c97ec567da5b9740bd15ee4ab8d95864f71f50d3983748c

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=sha256:2653ecbf37bdaae24271d47a063404059a1ab8a9d3736eab40b2cebe586a1e84

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=sha256:91c0c582e05277deb0054559a3c2b38f1bc458df582cd58a1d494569045c7767

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:36.391516Z digest=sha256:f1e12b979f589dcea39297ae5032de3323508d84422f0509fe73987475cbae03

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=sha256:5a4744f0af4a0c0587903d038a047de35259d29bbc768f65155a28038dda456c

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:ec60abd0946cc30d67e77a79b81e736805348c78ffe0617d01e94435a6c90067

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:36.613871Z digest=sha256:5cb1cb0649e42628c99aff8cf2342070dd9aef5e8485d958b24be9d559404cb1

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=sha256:39c2b7a31029f4387ab760ca1a6ff2c5025145c102e8e37d07d7de7b2887cbd8

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=sha256:55c5ccbd9b68d23d0ca5d6b39b293a987846d9dad817e1d9e786bdb308b8fb95

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:ae2f90b90a04512885e793af3a180967caa79bf1d046cafbe5f46030c1d8dea9

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=sha256:28d0f919d3f505251779c2197e4eae014c4a88522fe9cc1170f190c4669609c4

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:be73eb154157f2e57cda6d89f5ae5b45c2e269449fcd3ee266892964bf557258

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:f61799a5ab87432d7f3bdae6069f6ebbc8d470837b76b328aace6e3aae1d9363

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:b4a1bda8a6b376c0cde12487eca5989ff3f69ea52cad62230e4b60d6488c1548

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=sha256:0809ea8645189bf09071272dfe4d4c35c63c91f7d79f0421e9c62a7ec1c75b21

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:37.150731Z digest=sha256:28ae1e938b9836239b8991871da50fc96603eedc42caec0f6ec7dbe65c46f4e2

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:c4e70a7b49e28e722e9853c6b912b62242e0cd9f57df99b6ae8ec9da7c6f622c

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=sha256:70ba495af79ff6a44b81f3a216b7ef49c8da9f498e6f0bdad43627f383d9aaf0

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:f61e95f928b2b21e262fac04245a4ff5225a8678a0ba2a43a35c4e8f654b4dba

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:cbf2a6ed6fea55a979bb5b89c917fe9c343c0b1f692683cb7b29a312c4562322

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=sha256:50dcce1dbf19622532cbd7f208abbb8f544b0c7d09ba9d8d74349ff7ad8307f5

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:e188811d4c2faf37b4b46c702444e3d09eb80a4394f81f351bbad2117eb13453

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:d43ea83608688d78fb82c6a4e907b5394fc69433642b1f9b4c0b3d4ba66a0165

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=sha256:445f6fab79523c65582635f479db7b43c274d69abd3a62407fa193ea3ed2ad70

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:a6e7c3700109d13514e1d4c176b0d3f646e15f4522449c38ab33f8f9a3821a15

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:37.923693Z digest=sha256:a65e7bb0572d23bd5452676f0299f83edee5431da7ade3ee9d65b2ebcc511e68

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:38.092163Z digest=sha256:f7cace4b5d19f32e473c55b27f0be0736aee4ea287555065d7b904a34985a9cd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:38.289811Z digest=sha256:2db87cc506240edae6e8b40b3d83315bdd00016182704938d50f2e04436b70bb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:38.349315Z digest=sha256:326e4760005e0b2ebb225cc1349e1cd4f4b336c13a472622c671dae5b2f9dd73

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=sha256:558a980c444e1d488bf47b7be74f5c1a0ba04c913118db66634a7902b3b3cca9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:38.653544Z digest=sha256:1135451e56326e6fbc681e2e8447c7984582c6c2b4fd3f5937475d494be7a55a

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=sha256:8d51189f15cbd24b5eb767aaa239935becfafbf2bedaa34d718a5b90f01f5311

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=sha256:96e26933353ff0e6427cbcaa5e2500f3f82000c183d447490e474dbf1f42c759

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:38.937704Z digest=sha256:012f37c29470403ead8427df00ea3dc7f7f0ea26b2f6b421d8b50480d4216a98

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=sha256:7be296a35adced8d0bd07670b376088395c2fafc7812c1a6f634c8004bf8cbb6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:39.191167Z digest=sha256:666f42b0d792d56160310d0b419de3e0515ff062c599286aa440d9239ecc6d41

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=sha256:9f2f4524ddac1d6cd9150f06a4b416eb59b13debbe52171d8f1a241b88c80979

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:39.389443Z digest=sha256:984a51a7399b256a06dac97a5cfefc1326103a89c415e33963c4814add7960c4

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:a4a324b0d711ad82d0771f6fcf26cc713129898b5a176073c30ad8f1980d602f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:39.687738Z digest=sha256:26a73701d303a45ec8af6fbdd92b5e65af0d13063b2040ab69c33dd6a723743f

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:ea7011476d12879c3e7260da4fb777f5dfece179ffdb42b72f961ec86e0f6337

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=sha256:28ac083c91b028ce19d04a9c3aecbe934b8596a943ab783d2723b152b31409f3

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:bced0dfea34601c28eff5e1e0c34b135db77500470df92ab89b082576488a3e7

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=sha256:504b0f63e4b36cf532910a2479c27d83b67c176371c56b89dd84729ef85ae308

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:40.226067Z digest=sha256:56f667ed38a09fe37256aa66c9ca6b27bc4689e03de9a6f2e8ab6428222ef7a9

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=sha256:2d24a444f9b2164820794d623eeb3fb349a694361a5820077d171d6c4793bddd

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:d5fab58a46f315bdd164cf4b82ba61684dbcdf8b9b946782015adc8774a24dad

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:40.502524Z digest=sha256:94d1d95cc9a2374942fde337afc165045496629a888d4b85675842291a8e0b65

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:25:36.433993Z digest=sha256:0421aae1c43a43315d7d34c950920aeebe1d85b3180292f0a6f98d4cc77158ea

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:b3f0ce2c7cac875e0f872f1047945635c4a46d621485885e18c3d39a463cb348

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:a82b2cfc6107cfb54bbfb79ee729081be9acafc0a470ee83a859968ea873aa8a

Pith citing papers

No inbound Pith citation observations are available.