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Paper Citation Record · LEDGER

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining

As of 21 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2608.03101.

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

pith.paper-citation-record.v1
2608.03101 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:57:52.289898Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

47 of 47 outbound references displayed

  • verified exact0
  • verified fuzzy35
  • unresolved7
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9ffe4d66-48b3-40e8-a181-620a352b2763 · outbound

This paper cites 2025 , eprint=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining 2025 , eprint=

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.835744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.109698Z digest=sha256:462d7b9e7be70e01c0e7ca7b07f68e8459473207af7623c39a6ab56eb37df6cd

Observation c80b1e99-8869-4fed-a05e-2d91e40323a5 · outbound

This paper cites an unresolved cited work.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Unresolved cited work

Reference 2

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T14:57:52.825647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.115308Z digest=sha256:d6bb3a26dc53b7e45d5a1b9ba301adb64187754b11c98fde5bf3c464f6682c95

Observation 27ff0abd-c005-47ab-bb2d-cd504e6d3061 · outbound

This paper cites an unresolved cited work.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:52.815307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.118861Z digest=sha256:ad15909fb2f3b792201e6427ec37ea61c782e8bc511c04b1af9427f3c261c36f

Observation f9a03f96-8b07-48d4-99d7-0e3dc33d7a32 · outbound

This paper cites Signal Processing: Image Communication , volume=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Signal Processing: Image Communication , volume=

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.804718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.122751Z digest=sha256:4e88b9c3e4204f3937327c5273efd69e93063be1959277077662a691954b0a3f

Observation 93dd5b0f-2499-4f9b-96ea-96dfba7d73b9 · outbound

This paper cites ACM Transactions on Multimedia Computing, Communications and Applications , volume=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining ACM Transactions on Multimedia Computing, Communications and Applications , volume=

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.793238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.126415Z digest=sha256:2adf19252e423a37b267c0f9b80f929b8af8d89de60dda6544afd75d181acb80

Observation d4dba1a5-8dbf-4f21-8dce-2b6dd8249b95 · outbound

This paper cites IEEE Transactions on Consumer Electronics , volume=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining IEEE Transactions on Consumer Electronics , volume=

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.782752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.130413Z digest=sha256:200c79be5c60be35ee77d893ac39e9659445bb840436cf86daf75bacf15be677

Observation 798f5808-af1b-4f7b-9c8d-ca5ae3d70724 · outbound

This paper cites Proceedings of the 33rd ACM International Conference on Information and Knowledge Management , pages=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Proceedings of the 33rd ACM International Conference on Information and Knowledge Management , pages=

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.772022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.135499Z digest=sha256:4b87752a344bb77d1475126b2afdfc253c7b1f1274957ab7e42624374d89973e

Observation bf8de38f-7fba-40c9-a3a8-0b1eaf318b9e · outbound

This paper cites Procedia Computer Science , volume=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Procedia Computer Science , volume=

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.761227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.139159Z digest=sha256:187ea00157cec58dc31ae28fba735ec99d329ec3a48f2622adcc25795db5295e

Observation cf88b00f-93e4-4431-a5dc-d413d958edc6 · outbound

This paper cites international conference on machine learning , pages=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining international conference on machine learning , pages=

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.749823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.142803Z digest=sha256:906d0a18e0a41a107eb5f4d806475b496107c2ef7d5126e1a17405ed6a99ca41

Observation ca1165f1-1a9c-4c27-b85f-b61f8f1ec0a3 · outbound

This paper cites Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security , pages=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security , pages=

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.738884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.148044Z digest=sha256:ac6d6fb023e03ea65591843105081109ec2118afe5e7e4008b32ab7477bca7e7

Observation b3c5c344-ce9a-4901-ac83-ff4196f5cf90 · outbound

This paper cites Exploiting and Defending Against the Approximate Linearity of Apple's NeuralHash.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Exploiting and Defending Against the Approximate Linearity of Apple's NeuralHash

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T14:57:52.151773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:57:52.151773Z digest=sha256:106458c3fc25d4746a7baa34479bddbba683bca446ced835e74c72e982c50e21

Observation 70c0371e-7e70-4360-b331-ba3e3d989d6c · outbound

This paper cites 31st USENIX Security Symposium (USENIX Security 22) , year =.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining 31st USENIX Security Symposium (USENIX Security 22) , year =

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.727849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.156020Z digest=sha256:869ea1df7eb2dbe5425042742616d0a0d2ab3a35a7b166c8f8f156b23f73fa33

Observation 888327ce-6f65-4945-8807-feb607a897bb · outbound

This paper cites Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency , year =.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency , year =

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.716425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.159728Z digest=sha256:d5314f903a8d6e1e4efc0d7091c78e102b452e8197aad753f2cb5d3f4c154477

Observation 722ac88f-97f4-45ea-8674-30536ce05b6f · outbound

This paper cites 32nd USENIX Security Symposium (USENIX Security 23) , pages=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining 32nd USENIX Security Symposium (USENIX Security 23) , pages=

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.705015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.163303Z digest=sha256:9ceb07d951eea49003527334a2e7a749a7ec9083d6278ca39db62b4fc91ee653

Observation 6720ef5a-501a-49e2-b67a-562a7d71dae3 · outbound

This paper cites 34th USENIX Security Symposium (USENIX Security 25) , year =.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining 34th USENIX Security Symposium (USENIX Security 25) , year =

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.693946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.167616Z digest=sha256:9c225f208a9205487c5376d277b8a7ad8a4dee32a90e582b55ee45a818097485

Observation 30e8d549-3125-43d3-8c02-255f9a29c1f9 · outbound

This paper cites Manipulating Perceptual Hashing Based Image Retrieval System , year=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Manipulating Perceptual Hashing Based Image Retrieval System , year=

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.683496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.171309Z digest=sha256:03fcba9a75f2a5ae91e71376d9d1deb48adfa35b217203370642bfd30dc1bc37

Observation 14f8be4f-5c46-4e3e-bcc8-9873e400c69f · outbound

This paper cites Journal of Online Trust and Safety , volume=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Journal of Online Trust and Safety , volume=

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.673275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.175612Z digest=sha256:0932d591bc393b150018a5fcd3ab9e61742c2728b0a3fa2bfe88a75c4fbeee9c

Observation 4af3707f-0e18-40c2-80ac-0d6627576c2d · outbound

This paper cites an unresolved cited work.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:52.662341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.179659Z digest=sha256:797b518cb055ee18546bbca057f1f1e1e81d3241a0cbf31ddbe734cf52c69c68

Observation 4be844dc-a6d2-43ce-ad29-7190b86eda8e · outbound

This paper cites 2010 , publisher=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining 2010 , publisher=

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.652041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.183208Z digest=sha256:71e83a122f021679a1465ee6fba35b3ca8e07cd2dbcad36b69b43687691b31e0

Observation c92be94a-0564-42b0-8ebc-fb4dade83537 · outbound

This paper cites Proceedings 2000 International Conference on Image Processing (Cat.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Proceedings 2000 International Conference on Image Processing (Cat

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.642147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.187395Z digest=sha256:d077f7efd5ce4fca1c0bfa8a96adc3a79f899f61416a6b7cc760235a57e33624

Observation 57da03e1-37ce-4323-ad53-34752b79693d · outbound

This paper cites 2004 International Conference on Image Processing, 2004.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining 2004 International Conference on Image Processing, 2004

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.630940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.191265Z digest=sha256:8fb18e3bbccc740e558a00074677af4879e265c938889e19948c81cc68bbc609

Observation 21085bf9-9eed-4517-baf3-97eb8fa16723 · outbound

This paper cites IEEE transactions on Image Processing , volume=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining IEEE transactions on Image Processing , volume=

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.621256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.195205Z digest=sha256:bbb7010bbe52d27e9201c009a42a07617a4b64b58aa18409d4b2c5e7d0aa3edb

Observation 46ae416a-ed28-40dc-a6e6-3c4c24bdf7dc · outbound

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

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining IEEE Transactions on Information Forensics and Security , volume=

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.611218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.199055Z digest=sha256:0c28e188520c6e6bfbd68e538280f6aca02745c3c418d3856d7ff88c73b16073

Observation b8e29816-7c9d-425f-9ea4-370bac8350dd · outbound

This paper cites IEEE Transactions on Information Forensics and security , volume=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining IEEE Transactions on Information Forensics and security , volume=

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.601257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.202610Z digest=sha256:f3ce58f1465bce439e9c46e66b17c65d5ebbade08fed4d5673497eb83b1393a5

Observation eea8fd78-a01e-4395-ac90-0daf8cc02115 · outbound

This paper cites , author=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining , author=

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.591018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.206283Z digest=sha256:121bcce2c9e9c9120f71feace85351e3c6551072b8e41885f70a205a0a00f18f

Observation 9996557d-00d0-413a-a87c-a1cdc2b62cb9 · outbound

This paper cites , author=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining , author=

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.580501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.210141Z digest=sha256:f772b27363a3bd340aed26cfd8223a70be3e3377a4b75cfb6dc7b5da44633a1b

Observation bc336bb4-eaed-42c2-bfdb-efee56f37925 · outbound

This paper cites 2011 IEEE 54th International Midwest Symposium on Circuits and Systems (MWSCAS) , pages=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining 2011 IEEE 54th International Midwest Symposium on Circuits and Systems (MWSCAS) , pages=

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.569328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.214015Z digest=sha256:c0ebd3263fa2283ffb83154eb3db19980d9bf5a2fb00e2afdd6691854d3631ba

Observation 59da53f9-04fd-4388-ad6b-1b6ed0b76163 · outbound

This paper cites IEEE Transactions on Image Processing , volume=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining IEEE Transactions on Image Processing , volume=

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.558945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.217582Z digest=sha256:4e2b17d0ac70a704626ff6fb2ee6b571ca017b6f487e4993706d127267fabf1d

Observation d811d031-6c62-4e3e-ba28-0eda688d036d · outbound

This paper cites International Conference on Active Media Technology , pages=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining International Conference on Active Media Technology , pages=

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.547466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.221199Z digest=sha256:6c10de3299ff85c34230d9fcfabea70f59b2d59f0d2e8d922245cf037cdde414

Observation fcb9eae8-5757-4402-856f-346142e55018 · outbound

This paper cites Signal processing , volume=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Signal processing , volume=

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.536339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.224878Z digest=sha256:0f7018bf670e8752d1cd46e837929815b10d88a308034bf922d67919bbef43b4

Observation 90303c03-bbbf-4a0c-ac40-5826d23f3d55 · outbound

This paper cites Security and Communication Networks , volume=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Security and Communication Networks , volume=

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.524815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.228918Z digest=sha256:ad3199f808b306e03e11be031f09ccbeb585275ca222fd986026b1862c5ab573

Observation cb8eb82d-35d6-4398-957b-4382134f37f8 · outbound

This paper cites IEEE Transactions on Dependable and Secure Computing , volume=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining IEEE Transactions on Dependable and Secure Computing , volume=

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.514023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.232818Z digest=sha256:23d8ac42683c95e46b827aec666c3fd51b33bcd1e6a96e7205d7d4db2214b5b4

Observation e298b05b-c238-4d68-850f-9d90fd6ce673 · outbound

This paper cites IEEE Transactions on Multimedia , volume=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining IEEE Transactions on Multimedia , volume=

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.502227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.236694Z digest=sha256:9e7ac351cbbd129ae2dd500562d21df68985801a5121bbe8e704147d6ebc736e

Observation dd887570-4ffe-4159-9391-589e44e7a07e · outbound

This paper cites PDQ & TMK + PDQF -- A Test Drive of Facebook's Perceptual Hashing Algorithms.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining PDQ & TMK + PDQF -- A Test Drive of Facebook's Perceptual Hashing Algorithms

Reference 34

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T14:57:52.374929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.240696Z digest=sha256:d47bf23821e6f8ea096291043c2f82e6c058d9874db5d8572f3f32722d8e6895

Observation 91b3d800-c50c-41aa-bafa-3424a61a6a20 · outbound

This paper cites an unresolved cited work.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:52.490165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.244752Z digest=sha256:3b5b9a55a0fb469519dfe3d1d6ee3bfc9167fb2add5d52be2b58f68f3b6717fe

Observation 07335af8-52d9-41ea-99a5-1d2cd55dc21c · outbound

This paper cites Championing Open-source DEvelopment in ML Workshop@ ICML25 , year=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Championing Open-source DEvelopment in ML Workshop@ ICML25 , year=

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.478593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.248277Z digest=sha256:fc221eaa00a12278246a2628b1a7fcf0d1ac3beea33544e68130e25e3da42d24

Observation 35fa43b1-3e54-447b-bc3f-58446b3099f7 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages =.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages =

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.466808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.251556Z digest=sha256:3d2716cd21686d11869ffe557879bb41ef7f378083a6af74f7db51e1fd59367e

Observation 59079370-441d-4285-973b-01885f9a0c74 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.455238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.254788Z digest=sha256:cc79b74a41d6550f35dba0ab4c7abe408a32079060e6cf3112919fa6bff8c216

Observation b1ac265a-815c-43e8-a66b-f2732c8fc696 · outbound

This paper cites Proceedings of the 2024 international conference on multimedia retrieval , pages=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Proceedings of the 2024 international conference on multimedia retrieval , pages=

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.443648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.258705Z digest=sha256:262e7530b11351c54fbb1dad47cd04b098648c592f1aa525481d5ff393a5992d

Observation 2c2545ee-5f11-45f0-a09e-4aad5a4df822 · outbound

This paper cites ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.430843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.262422Z digest=sha256:3eca3b6f3b5957029c8713e0a42943dca6ad3eddf8b8fa1dccd7c7696b1dede3

Observation 9771f537-8686-47cc-8424-a2a7da27713d · outbound

This paper cites ViT2Hash: Unsupervised Information-Preserving Hashing.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining ViT2Hash: Unsupervised Information-Preserving Hashing

Reference 41

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T14:57:52.359134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.266429Z digest=sha256:7e5b95f445bf379eb2477a45b1007856c72bed832bcc41732f905e806abf0052

Observation 27eab35b-aab8-4a1a-87ea-74d5fa15d34c · outbound

This paper cites 2009 IEEE conference on computer vision and pattern recognition , pages=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining 2009 IEEE conference on computer vision and pattern recognition , pages=

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T14:57:52.270913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:57:52.270913Z digest=sha256:3c4ae2afb05c439ee8c126bf13cefb9081885d46a6ac3215b7a37a1d5dc86b5a

Observation 7d16a885-6a0d-44bb-96f8-c78037a939f4 · outbound

This paper cites Computer Vision--ECCV 2014: 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part V 13 , pages=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Computer Vision--ECCV 2014: 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part V 13 , pages=

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T14:57:52.274634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:57:52.274634Z digest=sha256:ccbb496a1c1c2bef84c11339744066ba30a4f700672a4fae76e8f8d58cb2b55a

Observation 05fd7ee7-a6f3-467c-986d-05e91d19c502 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T14:57:52.278260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:57:52.278260Z digest=sha256:9882beb2fe45cef343d2c420312f7cef0c7490c01fe1f7854ddf64b2479387ab

Observation 9fc4474c-ca36-47ca-aac5-276fad7733d6 · outbound

This paper cites Robustness of Practical Perceptual Hashing Algorithms to Hash-Evasion and Hash-Inversion Attacks.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Robustness of Practical Perceptual Hashing Algorithms to Hash-Evasion and Hash-Inversion Attacks

Reference 45

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T14:57:52.343350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.281869Z digest=sha256:8ca1a77b518b0976655529aea5dafb8b11e91e53cde1f793c232acad5c981bad

Observation 0d9acd1e-56b8-4db1-901e-38970cc7309c · outbound

This paper cites 34th USENIX Security Symposium (USENIX Security 25) , year =.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining 34th USENIX Security Symposium (USENIX Security 25) , year =

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:52.397190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.286144Z digest=sha256:f8ad0d8964d03044416a5472dcf9851214bcb91f612385764c8255072ab7ee0a

Observation f349bb35-d047-4cc2-aac7-daff813bf7d0 · outbound

This paper cites Active Image Indexing.

Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining Active Image Indexing

Reference 47

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T14:57:52.326298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:57:52.289898Z digest=sha256:7d2dd244a9b4426386786db476f531d5a18b241b4fecee9b39ec0700598ef9d5

Pith citing papers

No inbound Pith citation observations are available.