Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T22:17:14.057398Z
Paper Citation Record · LEDGER
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions
As of 20 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 0 inbound Pith citation observations for arXiv:2501.02170.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
75 of 75 outbound references displayed
- verified exact0
- verified fuzzy70
- unresolved4
- parse uncertain1
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 03121138-a0d4-4bed-854a-e7f83178eb81 · outbound
This paper cites Hugging Face – The AI community building the future.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Hugging Face – The AI community building the future
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.969842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5fee2b0e-72a5-4899-a743-c5278a69a858 · outbound
This paper cites Codefill: Multi-token code completion by jointly learning from structure and naming sequences,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Codefill: Multi-token code completion by jointly learning from structure and naming sequences,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.958117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5b38194f-eb9e-4683-9b57-51805917ccf3 · outbound
This paper cites Code prediction by feeding trees to transformers,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Code prediction by feeding trees to transformers,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.945820Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b9a4b284-3063-40d7-8d47-f0d50e3a8349 · outbound
This paper cites Fast and memory-efficient neural code completion,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Fast and memory-efficient neural code completion,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.934039Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9b919b3a-2d2d-417a-8a78-66d4eece0813 · outbound
This paper cites M2ts: Multi-scale multi-modal approach based on transformer for source code summarization,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions M2ts: Multi-scale multi-modal approach based on transformer for source code summarization,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.921598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 26c2ff71-0693-4226-9f3d-c0fc17c55e64 · outbound
This paper cites Evaluating large language models trained on code,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Evaluating large language models trained on code,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.910080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 82f213ce-91bd-46ad-b33c-1de734a7213b · outbound
This paper cites An empirical study of pre-trained model reuse in the hugging face deep learning model registry,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions An empirical study of pre-trained model reuse in the hugging face deep learning model registry,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.898620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 84fdbbe2-81e3-4445-95e9-6557889fa771 · outbound
This paper cites Enhancing the interoperability between deep learning frameworks by model conversion,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Enhancing the interoperability between deep learning frameworks by model conversion,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.887193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e99e093e-52a0-4471-9cdc-22d79ea583c6 · outbound
This paper cites How to make hugging face to hug worms: Discovering and exploiting unsafe pickle.loads over pre-trained large model hubs,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions How to make hugging face to hug worms: Discovering and exploiting unsafe pickle.loads over pre-trained large model hubs,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.875670Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 69bdf519-6331-4c45-8cd9-2413a80c4da6 · outbound
This paper cites An empirical study of artifacts and security risks in the pre-trained model supply chain,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions An empirical study of artifacts and security risks in the pre-trained model supply chain,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.864277Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 801519e2-177f-4120-9f2a-79b5d730e207 · outbound
This paper cites Pain pickle: Bypassing python restricted unpickler for automatic exploit generation,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Pain pickle: Bypassing python restricted unpickler for automatic exploit generation,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.852221Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 22c962a7-935d-4116-92d2-bc3f2fc6f19f · outbound
This paper cites Sour pickles: Shellcoding in python’s serialisation for- mat, 2011.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Sour pickles: Shellcoding in python’s serialisation for- mat, 2011
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.839964Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fdae5855-9e85-4d86-a805-f525f2f2ef87 · outbound
This paper cites Safetensors — huggingface.co,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Safetensors — huggingface.co,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.827207Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e7cf7f34-8fcc-4240-baec-4ce0d5bf744f · outbound
This paper cites Eleutherai, hugging face safetensors library. security assessment.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Eleutherai, hugging face safetensors library. security assessment
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.816215Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0484b00b-8c75-4058-b874-639befa91140 · outbound
This paper cites Convert to Safetensors - a Hugging Face Space by safetensors.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Convert to Safetensors - a Hugging Face Space by safetensors
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.794055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7de80d4a-defe-43f6-bf56-9d3479b2fbc3 · outbound
This paper cites A Large-Scale Exploit Instrumentation Study of AI/ML Supply Chain Attacks in Hugging Face Models.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions A Large-Scale Exploit Instrumentation Study of AI/ML Supply Chain Attacks in Hugging Face Models
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:17:13.830628Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c6d0492-02d1-4c6f-9406-24c0dc9246fd · outbound
This paper cites Anonymous Github — anonymous.4open.science.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Anonymous Github — anonymous.4open.science
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.782158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f4c2dac1-843a-42aa-a424-b53ef8f3ccf3 · outbound
This paper cites Object serialization analysis and comparison in java and .net,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Object serialization analysis and comparison in java and .net,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.771620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 70d292ad-95a2-44c0-840d-fb2b3fa30f8b · outbound
This paper cites Seneca: Taint-based call graph construction for java object deserialization,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Seneca: Taint-based call graph construction for java object deserialization,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.759715Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 60dcca40-9f4d-4fc0-8816-9ea1a7790c1c · outbound
This paper cites Salsa: static analysis of serialization features,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Salsa: static analysis of serialization features,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.748998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c620d1b2-d443-4ecd-8383-1bd1781ba08b · outbound
This paper cites Serialization-aware call graph construction,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Serialization-aware call graph construction,
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.737117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 580d930d-1efa-4af4-91c3-5935edf2df57 · outbound
This paper cites Serialization in object- oriented programming languages,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Serialization in object- oriented programming languages,
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.726145Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation adbea920-2f21-49b0-a445-90ee3a492a47 · outbound
This paper cites The top programming languages 2024,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions The top programming languages 2024,
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.714134Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9958184c-8e56-4ec3-af74-9eac29644fc8 · outbound
This paper cites Safetensors Releases.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Safetensors Releases
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.701528Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e5f51e7d-1f7f-461a-a1f8-4e5047a1b80a · outbound
This paper cites Repositories.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Repositories
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.689605Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 202be781-d890-4016-bf9d-4e5d90a633c0 · outbound
This paper cites HfApi Client,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions HfApi Client,
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.677045Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6798eca7-20d0-41d5-bebd-3ee5b0201a68 · outbound
This paper cites Hub API Endpoints,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Hub API Endpoints,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.664489Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a066d85e-e28d-42eb-95c6-b6b69ae9dea5 · outbound
This paper cites numpy.lib.format 2014; NumPy v2.0 Manual — numpy.org.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions numpy.lib.format 2014; NumPy v2.0 Manual — numpy.org
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.652500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 436662b8-1a2c-44da-881f-acfb6054a95a · outbound
This paper cites Hdf5, hierarchical data format, version 5.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Hdf5, hierarchical data format, version 5
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.641773Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 91457670-84ed-47d8-9509-d0a6d1b65625 · outbound
This paper cites safetensors/conversions · Datasets at Hugging Face.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions safetensors/conversions · Datasets at Hugging Face
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.630092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a6db487f-3c99-48c4-9079-0ec5c0bdfba1 · outbound
This paper cites SFconvertbot (Safetensors convertbot).
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions SFconvertbot (Safetensors convertbot)
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.619007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0eb49c3d-c10b-421c-95bf-37570e7a199a · outbound
This paper cites SFconvertbot (Safetensors convertbot).
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions SFconvertbot (Safetensors convertbot)
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.605957Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 689321a0-193c-4fa0-9ea5-70b4149ca3bb · outbound
This paper cites Stack exchange api.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Stack exchange api
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.594043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 929c79ab-130c-4bbe-afdf-657485c80118 · outbound
This paper cites Github rest api documentation.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Github rest api documentation
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.582748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6cb4eff2-cdf4-432d-a498-563e46e47e15 · outbound
This paper cites Safetensors Convert Discussions.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Safetensors Convert Discussions
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.571106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3907aead-b188-477e-82ba-d7429fd82ead · outbound
This paper cites A statistical interpretation of term specificity and its application in retrieval,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions A statistical interpretation of term specificity and its application in retrieval,
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.558687Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 393c6df3-3349-484c-af90-875fbd643af9 · outbound
This paper cites Glaser and A.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Glaser and A
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.546281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation de529e40-e37c-4ff3-8164-4dfe4913deaa · outbound
This paper cites Glaser, Emergence Vs F orcing: Basics of Grounded Theory Analysis.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Glaser, Emergence Vs F orcing: Basics of Grounded Theory Analysis
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.533600Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1d89a671-4474-4721-adb3-424b5dc77859 · outbound
This paper cites Interrater reliability: The kappa statistic,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Interrater reliability: The kappa statistic,
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.522251Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 664eaded-9785-4577-a58c-67c6e7424852 · outbound
This paper cites Hijacking safetensors conversion on hugging face — hid- denlayer,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Hijacking safetensors conversion on hugging face — hid- denlayer,
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.511420Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 026a627a-d758-483f-ab98-7a1fc5b5f9b0 · outbound
This paper cites State of competitive machine learning in 2022,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions State of competitive machine learning in 2022,
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.500567Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6146738f-54c6-4932-b78a-96c719474be7 · outbound
This paper cites Onnx news.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Onnx news
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.489392Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d196ea44-8986-42ce-8974-98fb6bebe755 · outbound
This paper cites Serialize JAX, Flax, Haiku, or Objax model params with safetensors.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Serialize JAX, Flax, Haiku, or Objax model params with safetensors
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.476904Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 950eb4b1-99e4-46e8-8a49-9fc0a411b74c · outbound
This paper cites Flax: A neural network library and ecosystem for JAX designed for flexibility.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Flax: A neural network library and ecosystem for JAX designed for flexibility
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.466008Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1301fa5f-1e10-4172-b855-6059ece64572 · outbound
This paper cites compressed-tensors,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions compressed-tensors,
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.453768Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 942e703d-4ac5-4e1a-9afe-b11573bd8cdd · outbound
This paper cites an unresolved cited work.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:17:14.442383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f5d8d32a-847e-48ad-9d17-267de0ba76da · outbound
This paper cites an unresolved cited work.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:17:14.419572Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2d5387ba-296f-42fb-a9c6-6ccd0ad39cf3 · outbound
This paper cites A hybrid analysis to detect java serialisation vulnerabilities,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions A hybrid analysis to detect java serialisation vulnerabilities,
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.408039Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 031b4448-d4d7-4b04-93dc-cc3f7efa6e1b · outbound
This paper cites An in-depth study of more than ten years of java exploitation,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions An in-depth study of more than ten years of java exploitation,
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.396815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 75ef0f41-944b-4d54-95a8-3e07921719fc · outbound
This paper cites Automated discovery of deserialization gadget chains,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Automated discovery of deserialization gadget chains,
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.385295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a8c11112-1d3b-41f2-bc19-11e360c662e0 · outbound
This paper cites Evil pickles: Dos attacks based on object-graph engineering,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Evil pickles: Dos attacks based on object-graph engineering,
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.374201Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3a40d5a2-fa3a-4078-b96b-3e5621214e9d · outbound
This paper cites Object injection vulnerability discovery based on latent semantic indexing,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Object injection vulnerability discovery based on latent semantic indexing,
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.363401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation db350412-273f-484c-a794-d4e9eef6a665 · outbound
This paper cites Objectmap: detecting insecure object deserialization,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Objectmap: detecting insecure object deserialization,
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.351850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 73fe93e8-f35a-47e9-9cc6-6ff1b7583c59 · outbound
This paper cites One class to rule them all 0-day deserialization vulnerabilities in android,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions One class to rule them all 0-day deserialization vulnerabilities in android,
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.340372Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 589debba-51ff-4e6e-b0ed-5cef3d863950 · outbound
This paper cites Pwning your java messaging with deserialization vulnerabilities.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Pwning your java messaging with deserialization vulnerabilities
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.328696Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5d798d14-2502-4d1c-919d-73a1db12eaa5 · outbound
This paper cites Serialdetector: Principled and practical exploration of object injection vulnerabilities for the web.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Serialdetector: Principled and practical exploration of object injection vulnerabilities for the web
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.316688Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d53a4221-be24-4733-8002-48f4dc8d3899 · outbound
This paper cites Code reuse attacks in php: Automated pop chain generation,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Code reuse attacks in php: Automated pop chain generation,
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.304833Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0c41493c-9442-492e-a2b7-ecff4923cb39 · outbound
This paper cites Quack: Hindering deserialization attacks via static duck typing,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Quack: Hindering deserialization attacks via static duck typing,
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.293553Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c2d2d343-d2c9-427c-8741-8c37c55a80f2 · outbound
This paper cites The evolution of project inter-dependencies in a software ecosystem: The case of apache,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions The evolution of project inter-dependencies in a software ecosystem: The case of apache,
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.282244Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e5cd5e49-39e2-4a51-97f0-c8059541ae10 · outbound
This paper cites How the apache community upgrades dependencies: an evolutionary study,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions How the apache community upgrades dependencies: an evolutionary study,
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.271087Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 15000a8f-98d9-4146-baee-5331968726ed · outbound
This paper cites Data model evolution using object-nosql mappers: folklore or state-of-the-art?,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Data model evolution using object-nosql mappers: folklore or state-of-the-art?,
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.259029Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6a32f7d6-e32b-4702-9dee-7d16436eef31 · outbound
This paper cites A preliminary study of rhythm and speed in the maven ecosystem,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions A preliminary study of rhythm and speed in the maven ecosystem,
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.247412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bd89030f-67ba-499d-9845-aada544929e8 · outbound
This paper cites Analyzing software repositories to understand software evolution,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Analyzing software repositories to understand software evolution,
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.235492Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c0a0713e-f643-47b1-8774-c56e2f262c3a · outbound
This paper cites Leveraging large language models for software model completion: Results from industrial and public datasets,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Leveraging large language models for software model completion: Results from industrial and public datasets,
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.222321Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0561c553-59a1-458f-8ae7-bab99b2ac14d · outbound
This paper cites Security and privacy challenges in deep learning models,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Security and privacy challenges in deep learning models,
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.210089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d8b8f4c3-0f3e-4e09-908c-e15580dfb294 · outbound
This paper cites Advanced query optimization in sql databases for real-time big data analytics,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Advanced query optimization in sql databases for real-time big data analytics,
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.198354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b69cea97-0204-4b76-a693-b0bfccd0cae2 · outbound
This paper cites Improving query efficiency in heterogeneous big data environments through advanced query processing techniques,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Improving query efficiency in heterogeneous big data environments through advanced query processing techniques,
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.185155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d7a11891-eafa-4619-a6bb-6870b2bec21c · outbound
This paper cites Simtrojan: Stealthy backdoor attack,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Simtrojan: Stealthy backdoor attack,
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.171871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d8b25888-eeb7-43f1-9812-3c7cffbdb6c5 · outbound
This paper cites Stealthy backdoor attack for code models,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Stealthy backdoor attack for code models,
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.157950Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 915015c9-1f6e-4551-aa78-add278a56e2c · outbound
This paper cites Deep learning model reuse in the huggingface community: Challenges, benefit and trends,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Deep learning model reuse in the huggingface community: Challenges, benefit and trends,
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.144438Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6e92ef11-b747-40a5-9473-7afceba639a7 · outbound
This paper cites An empirical study on bugs inside pytorch: A replication study,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions An empirical study on bugs inside pytorch: A replication study,
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.130222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b581312b-bea4-423d-9542-4d1de13dae99 · outbound
This paper cites Guidelines for conducting and reporting case study research in software engineering,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Guidelines for conducting and reporting case study research in software engineering,
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.117903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7b74a5a0-2377-497a-be77-6060df22bdec · outbound
This paper cites A coefficient of agreement for nominal scales,.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions A coefficient of agreement for nominal scales,
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:17:14.104336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 00a04cef-f7a3-4497-9065-b2731e0addbf · outbound
This paper cites an unresolved cited work.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Unresolved cited work
Reference 2023
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-10T22:17:14.805367Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b7be95ad-564d-4490-95a0-6a3d685ef17f · outbound
This paper cites an unresolved cited work.
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions Unresolved cited work
Reference 2024
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:17:14.431658Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
No inbound Pith citation observations are available.