Paper Citation Record · LEDGER

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation

As of 23 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2607.28187.

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

pith.paper-citation-record.v1
2607.28187 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T15:15:03.242534Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

48 of 48 outbound references displayed

verified exact0
verified fuzzy0
unresolved47
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0c0ad3c2-ce13-41db-9a34-64349cb1964e · outbound

This paper cites Proceedings of the 26th international symposium on research in attacks, intrusions and defenses , pages=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Proceedings of the 26th international symposium on research in attacks, intrusions and defenses , pages=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T15:14:59.597543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc7c400c-fbdc-4509-a993-d582dd6032d4 · outbound

This paper cites 2024 , howpublished =.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation 2024 , howpublished =

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T15:14:59.664307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f76ecee7-cc86-4dc6-9232-56274e0cbeab · outbound

This paper cites Proceedings of the AAAI conference on artificial intelligence , volume=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Proceedings of the AAAI conference on artificial intelligence , volume=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T15:14:59.773901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7121c3f6-b945-4830-ab32-70c74331e85e · outbound

This paper cites Intriguing properties of neural networks.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Intriguing properties of neural networks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T15:14:59.930340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e9913d2-01ad-4527-9145-833e04865e21 · outbound

This paper cites International Conference on Learning Representations , year =.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation International Conference on Learning Representations , year =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:00.025188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63407ed0-5364-4fa7-9ade-eb9601978f32 · outbound

This paper cites International Conference on Learning Representations , year =.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation International Conference on Learning Representations , year =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:00.144555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f2bc48f-78f1-4265-9716-081ead3ef9ca · outbound

This paper cites Proceedings of the 2017 ACM on Asia conference on computer and communications security , pages=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Proceedings of the 2017 ACM on Asia conference on computer and communications security , pages=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:00.246574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 923f561f-bbc3-45f3-880a-6dd448144ee5 · outbound

This paper cites 2025 , organization=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation 2025 , organization=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:00.378305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5673c47e-07db-4d0c-b95e-e71eb08c7ba2 · outbound

This paper cites International Conference on Learning Representations , year =.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation International Conference on Learning Representations , year =

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:00.454260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd2b2e95-7f9f-449e-82d9-99864824dd9b · outbound

This paper cites Proceedings of the 40th international conference on software engineering , pages=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Proceedings of the 40th international conference on software engineering , pages=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:00.602895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44ae0405-5fa1-4c7b-b72e-bd578b8ec941 · outbound

This paper cites International conference on learning representations , volume=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation International conference on learning representations , volume=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:00.742662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0f624a0-f3ec-47f7-bc27-327f3ceefe4f · outbound

This paper cites International Conference on Machine Learning , pages=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation International Conference on Machine Learning , pages=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:00.818574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 626b51a7-055f-473a-9813-9e1fbe7e5a9a · outbound

This paper cites International Conference on Learning Representations , year =.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation International Conference on Learning Representations , year =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:00.972380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d90fbf42-7557-4ba6-9de9-3bf6e3f41867 · outbound

This paper cites Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems , pages=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems , pages=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:01.011630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d367f544-0ea9-40ed-b35c-e56987e75294 · outbound

This paper cites an unresolved cited work.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:01.162805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37172ff4-17a5-4710-a802-65f27e690df0 · outbound

This paper cites ShieldGemma 2: Robust and Tractable Image Content Moderation.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:01.267197Z

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Unavailable: canonical work link unavailable.

Observation 7c0c8cd9-742f-4f88-ba43-eb5cbefd3ea3 · outbound

This paper cites IEEE Transactions on Information Forensics and Security , year=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation IEEE Transactions on Information Forensics and Security , year=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:01.431349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9ebd1ef-9178-4b31-a2ea-a388d638eaff · outbound

This paper cites What the Eyes See, the LLMs Miss: Exploiting Human Perception for Adversarial Text Attacks.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation What the Eyes See, the LLMs Miss: Exploiting Human Perception for Adversarial Text Attacks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:01.545451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90cd0df6-6979-4c38-b4ba-3de86a23e15b · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2026 , pages=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Findings of the Association for Computational Linguistics: ACL 2026 , pages=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:01.690848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90238e9c-4aae-4710-89b3-09542a0540fb · outbound

This paper cites Proceedings of the 11th ACM workshop on artificial intelligence and security , pages=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Proceedings of the 11th ACM workshop on artificial intelligence and security , pages=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:01.812316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f944af5a-c582-4db4-80f4-3c590ca40268 · outbound

This paper cites 2018 , publisher=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation 2018 , publisher=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:01.938912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f805b203-6e5d-44f6-95ce-1480f75e8e19 · outbound

This paper cites 2019 , publisher=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation 2019 , publisher=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:02.030740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d21b154-33aa-4206-bb17-4203c5c11628 · outbound

This paper cites an unresolved cited work.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:02.139837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edc9d514-2de8-418d-aa22-789037244410 · outbound

This paper cites International Journal of Data Science and Analytics , volume=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation International Journal of Data Science and Analytics , volume=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:02.257546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa79a32b-313c-4f90-a3a9-bcb4a38fc552 · outbound

This paper cites an unresolved cited work.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:02.407411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 271c641b-5ef2-4866-af38-07ff9cb49d4e · outbound

This paper cites Proceedings of the 5th Workshop on Online Abuse and Harms (WOAH 2021) , pages=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Proceedings of the 5th Workshop on Online Abuse and Harms (WOAH 2021) , pages=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:02.544862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e945299a-4a91-4660-89f9-b62898d48460 · outbound

This paper cites Findings of the association for computational linguistics: EMNLP 2021 , pages=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Findings of the association for computational linguistics: EMNLP 2021 , pages=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:02.648790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aef14896-becf-4447-8e4c-a68948aa4f57 · outbound

This paper cites 2021 International Joint Conference on Neural Networks (IJCNN) , pages=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation 2021 International Joint Conference on Neural Networks (IJCNN) , pages=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:02.703948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c2b40b6-4f95-48f7-80c6-7db53c1ac022 · outbound

This paper cites 2022 , howpublished =.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation 2022 , howpublished =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:02.783091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa97436d-cc72-4efe-bb2d-a97dcd2c7095 · outbound

This paper cites 2016 , howpublished =.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation 2016 , howpublished =

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:02.861554Z

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Observation 9f416435-7ca4-45d0-9952-6af0f5aee9ff · outbound

This paper cites 2026 , howpublished =.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation 2026 , howpublished =

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:02.939037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30afa3b3-752c-44d0-903b-feb725c79b8b · outbound

This paper cites Advances in neural information processing systems , volume=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Advances in neural information processing systems , volume=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:03.017564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c24da59-05c3-41f3-a93a-5c705bf5662f · outbound

This paper cites Detecting Hate Speech in Multi-modal Memes.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Detecting Hate Speech in Multi-modal Memes

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:03.094217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 954d8c01-332f-47bf-a7aa-ae86c8ec2852 · outbound

This paper cites an unresolved cited work.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:03.146996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe1426a3-41c5-4977-920b-7ea587be46f6 · outbound

This paper cites Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:03.202300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c95b137d-2ede-4821-8055-60d58f54a984 · outbound

This paper cites ShieldGemma: Generative AI Content Moderation Based on Gemma.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation ShieldGemma: Generative AI Content Moderation Based on Gemma

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:03.206134Z

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Unavailable: canonical work link unavailable.

Observation dcf06d5a-79bf-4260-b9e3-9bccfb5bc392 · outbound

This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:03.209775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e74bf86b-fdad-4a84-a277-02e07d87a206 · outbound

This paper cites International Journal of Intelligent Engineering and Systems , volume=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation International Journal of Intelligent Engineering and Systems , volume=

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:03.212607Z

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Unavailable: canonical work link unavailable.

Observation 8abdbf6f-dc70-452e-b868-5aeecb6557b9 · outbound

This paper cites IEEE transactions on image processing , volume=.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation IEEE transactions on image processing , volume=

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:03.215360Z

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Unavailable: canonical work link unavailable.

Observation b1a3d89a-a00a-43e4-a081-795a6f985279 · outbound

This paper cites 2024 , howpublished =.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation 2024 , howpublished =

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:03.218576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 776a378f-7302-43ad-a174-3f9146b7aa4e · outbound

This paper cites 2021 , howpublished =.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation 2021 , howpublished =

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:03.222016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0130b9d3-c05c-4a35-81c8-ffa2fb0d7ee4 · outbound

This paper cites 2022 , howpublished =.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation 2022 , howpublished =

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:03.224944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9e2b65e-b400-4752-b526-21309f821a12 · outbound

This paper cites 2023 , howpublished =.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation 2023 , howpublished =

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:03.227980Z

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Observation b2931cd7-114f-4df3-828e-c438dffb0a31 · outbound

This paper cites The Thirty-Seventh Asilomar Conference on Signals, Systems & Computers , volume =.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation The Thirty-Seventh Asilomar Conference on Signals, Systems & Computers , volume =

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:03.230905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e27c4e7d-4955-4905-a61e-fe38fdb94787 · outbound

This paper cites an unresolved cited work.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation Unresolved cited work

Reference 45

Resolution: parse uncertain; no resolver link, observed 2026-07-31T15:15:03.234009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62721916-8098-4244-898b-65f8fd1461ee · outbound

This paper cites 2026 , howpublished =.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation 2026 , howpublished =

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:03.236909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ab07050-9724-41fa-90aa-17b1dd63ba55 · outbound

This paper cites 2026 , howpublished =.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation 2026 , howpublished =

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:03.239654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a15394c0-004d-4f51-80a4-43e0c54f59db · outbound

This paper cites LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:03.242534Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.