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Paper Citation Record · LEDGER

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation

As of 13 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2412.01154.

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

pith.paper-citation-record.v1
2412.01154 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:43:02.242563Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

  • verified exact0
  • verified fuzzy51
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 040d2938-aebc-4ec7-9cda-497e3044c7a0 · outbound

This paper cites Adversarial example detection for DNN models: a review and experimental comparison.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Adversarial example detection for DNN models: a review and experimental comparison

Reference 1

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 1318ce22-3cb0-419b-81a3-08acf58c2ff2 · outbound

This paper cites an unresolved cited work.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Unresolved cited work

Reference 2

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unresolved
raw_fallback, observed 2026-08-12T04:43:03.093499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:01.996356Z digest=sha256:b42f98e442f2f3945b8c962d0ff72f8e27ed2a9729536dcceb536af0969b18a1

Observation 22dab27c-adab-40e1-aa6c-8588561b102b · outbound

This paper cites Robust- bench: a standardized adversarial robustness benchmark.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Robust- bench: a standardized adversarial robustness benchmark

Reference 3

Resolution
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raw_fallback, observed 2026-08-12T04:43:03.078166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 46d660f6-1e6d-4427-afbe-611f704830d9 · outbound

This paper cites Evaluat- ing the adversarial robustness of adaptive test-time defenses.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Evaluat- ing the adversarial robustness of adaptive test-time defenses

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:03.063184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.006007Z digest=sha256:52a39031e91e55067f0bba8736e65252684ddb7a5476d553c72339c734c4f0f8

Observation 15efa351-fa2a-4a76-b6a1-3cf8a5d56c00 · outbound

This paper cites ImageNet: A large-scale hierarchical im- age database.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation ImageNet: A large-scale hierarchical im- age database

Reference 5

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raw_fallback, observed 2026-08-12T04:43:03.048906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.011041Z digest=sha256:5b8162d397f239b6a8d9f1e35552ebffadb708a1cb3a0809d3f5dff0f256e220

Observation 1568b3f8-b9a0-435d-b22f-3ed3c827a6c8 · outbound

This paper cites Marsden, and Bin Yang.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Marsden, and Bin Yang

Reference 6

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.016107Z digest=sha256:51d3446e42c5edfa1596e8d49dd2f99e86a601f3b2c5e90559cc7485116bb899

Observation 8fec830b-814e-4c75-8bd2-e08e355e4d4f · outbound

This paper cites Unsupervised do- main adaptation by backpropagation.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Unsupervised do- main adaptation by backpropagation

Reference 7

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raw_fallback, observed 2026-08-12T04:43:03.018164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.021155Z digest=sha256:5fbd4159e05a9416df9da9fc76d8b5e2a9652935e361366fe8193e28bff924c9

Observation 0a193986-55aa-4f0f-af02-36538d7f54c7 · outbound

This paper cites NOTE: Robust continual test-time adaptation against temporal correlation.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation NOTE: Robust continual test-time adaptation against temporal correlation

Reference 8

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raw_fallback, observed 2026-08-12T04:43:03.002825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.026390Z digest=sha256:60a30af160fe40cdd37e9f107e433bfd44d385b812dea3944b3f1353252e5e16

Observation e22bf1bd-976a-4f7e-9702-a40fc2cfbd81 · outbound

This paper cites Goodfellow, Jonathon Shlens, and Christian Szegedy.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Goodfellow, Jonathon Shlens, and Christian Szegedy

Reference 9

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raw_fallback, observed 2026-08-12T04:43:02.987672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.030989Z digest=sha256:179ed50adb9feb93f30011f9bf305bfa2eca8862f4eaa2ae04b6f3b0822e6354

Observation 6b82ce89-d750-4253-81bd-aed55cbf006d · outbound

This paper cites Improving ro- bustness using generated data.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Improving ro- bustness using generated data

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.035699Z digest=sha256:51f97c28e06571c44245e046c42eb58abe141a075a84dcc520a240ab9ce98111

Observation f60fef33-c3b1-4d7e-bbb1-b826aa76cb36 · outbound

This paper cites Semi-supervised learning by entropy minimization.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Semi-supervised learning by entropy minimization

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.040496Z digest=sha256:defe8124174d0c8fa17a29c2d894dff4f11e61b7d5b7283097ef5e8dc157cdc6

Observation a60024cd-d703-4efb-a20c-a4a6af58d5e8 · outbound

This paper cites Simple black-box adver- sarial attacks.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Simple black-box adver- sarial attacks

Reference 12

Resolution
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raw_fallback, observed 2026-08-12T04:43:02.943522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.045246Z digest=sha256:34c3c8300ad64dc666ae29a05b7741560d60f8862a4f012b5b9ccff00eafba49

Observation fbd930e9-cf6d-40dd-870b-0b6e585b781a · outbound

This paper cites Deep Residual Learning for Image Recognition.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Deep Residual Learning for Image Recognition

Reference 13

Resolution
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no resolver link, observed 2026-08-12T04:43:02.049844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:43:02.049844Z digest=sha256:13e512dc5dcbe4b24b35e9cdd37a5c0c2ab2c84f45a3b79a2bc028a68738b0b7

Observation ffe0fecd-611e-4d18-aed3-6d2936d0c60b · outbound

This paper cites Benchmarking neu- ral network robustness to common corruptions and perturba- tions.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Benchmarking neu- ral network robustness to common corruptions and perturba- tions

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.929225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.054747Z digest=sha256:e3a2f026c66870f444e04e24f4c498b892f3e54b884235fc290aed28daa526db

Observation ad1522b7-55e0-4560-827e-f765552d2d0f · outbound

This paper cites Cubuk, Barret Zoph, Justin Gilmer, and Balaji Lakshminarayanan.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Cubuk, Barret Zoph, Justin Gilmer, and Balaji Lakshminarayanan

Reference 15

Resolution
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raw_fallback, observed 2026-08-12T04:43:02.913285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.059413Z digest=sha256:0f8bf01ccd2d840951dd91fbdbbf7eaef65aaae1fa2aff7e7742f8fb718fa80c

Observation 27c2b910-a986-432c-a0db-47dad99e6146 · outbound

This paper cites The many faces of robustness: A critical analysis of out-of-distribution generalization.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation The many faces of robustness: A critical analysis of out-of-distribution generalization

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.064009Z digest=sha256:301d2b8bea6eba65e118888c894746bb4b9eea581f343021f0e865b87eb09151

Observation 2612c76d-29ac-4c6a-bad5-cd41b4f763dc · outbound

This paper cites an unresolved cited work.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Unresolved cited work

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 7f1cce28-18d0-463f-aad7-278b56c75b5f · outbound

This paper cites an unresolved cited work.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Unresolved cited work

Reference 18

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raw_fallback, observed 2026-08-12T04:43:02.871249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.072459Z digest=sha256:29cdd9e810c9f90b9f60922abcbd4aaf1cb286751d90eb7bdd54fcb1e8271274

Observation fe124f83-c4de-45a6-98a4-41fe1f1e664c · outbound

This paper cites Batch Normalization: Accelerating deep network training by reducing internal co- variate shift.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Batch Normalization: Accelerating deep network training by reducing internal co- variate shift

Reference 19

Resolution
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raw_fallback, observed 2026-08-12T04:43:02.857058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.076467Z digest=sha256:b8bbb27f5fbcb4fecc15a883c0297588166e5c668b84f65f86bbc22462e228d7

Observation dbebd13e-e1f5-4494-aab9-136f9a955879 · outbound

This paper cites Contrastive adaptation network for unsupervised do- main adaptation.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Contrastive adaptation network for unsupervised do- main adaptation

Reference 20

Resolution
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raw_fallback, observed 2026-08-12T04:43:02.842659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.080767Z digest=sha256:af7f597c3751ae05567400aa853bb317c7a9666db836e504b2549e63a914c13c

Observation 94020d3f-1d39-4c8f-8ac5-eb09fc7bd230 · outbound

This paper cites Kingma and Jimmy Ba.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Kingma and Jimmy Ba

Reference 21

Resolution
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raw_fallback, observed 2026-08-12T04:43:02.827792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.084899Z digest=sha256:f6ea638f8cb43d09d9dc00db175577d66a97d96cb9ea94dc11ab364833e9ac3a

Observation 78875cc5-7b52-4027-bbd7-27d427164e01 · outbound

This paper cites Pseudo-label : The simple and efficient semi-supervised learning method for deep neural networks.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Pseudo-label : The simple and efficient semi-supervised learning method for deep neural networks

Reference 22

Resolution
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raw_fallback, observed 2026-08-12T04:43:02.813260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.089187Z digest=sha256:dfeaf46306be91b5629d6c746efa60e2e03662bb49c577607539e974a3d6ec47

Observation d85c21c2-f65e-4e24-86e6-0df52c413280 · outbound

This paper cites Detecting adversarial image examples in deep neural networks with adaptive noise reduc- tion.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Detecting adversarial image examples in deep neural networks with adaptive noise reduc- tion

Reference 23

Resolution
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raw_fallback, observed 2026-08-12T04:43:02.799022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.093148Z digest=sha256:4d3f8d65f1b9cb91028a1a93796d48baf811b69fb9b9f23d5f20871752e4d08c

Observation 3f9c2b0f-e424-45e3-b89d-e9ca9ddcc0df · outbound

This paper cites Do we really need to access the source data? Source hypothesis transfer for un- supervised domain adaptation.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Do we really need to access the source data? Source hypothesis transfer for un- supervised domain adaptation

Reference 24

Resolution
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raw_fallback, observed 2026-08-12T04:43:02.783263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.097081Z digest=sha256:72d19bf1d67144b5274db6cdc17fd9b2e4fdc3947293a3f59ce08d66b212f2e7

Observation a5410266-c8fb-4a99-b2aa-7ee0f30c7423 · outbound

This paper cites Self-improving reactive agents based on rein- forcement learning, planning and teaching.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Self-improving reactive agents based on rein- forcement learning, planning and teaching

Reference 25

Resolution
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raw_fallback, observed 2026-08-12T04:43:02.768872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.101038Z digest=sha256:ba1cf61b2b6d971b70a8401808f6b9e942a922c5f7499b013a24f03d009c5b68

Observation 0b1e6fb2-2ef4-47dd-a4e2-532a211eff17 · outbound

This paper cites TTT++: When does self-supervised test-time training fail or thrive? In Advances in Neural Information Processing Systems (NeurIPS), pages 21808–21820, 2021.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation TTT++: When does self-supervised test-time training fail or thrive? In Advances in Neural Information Processing Systems (NeurIPS), pages 21808–21820, 2021

Reference 26

Resolution
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raw_fallback, observed 2026-08-12T04:43:02.754290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.105584Z digest=sha256:a199569d22611e32c5fbd80130e9ddceeb9b41103c69955845965da2fc46f743

Observation e79b642f-70e6-44c8-8b55-053d998b0b10 · outbound

This paper cites Greedy policy search: A simple baseline for learnable test-time augmenta- tion.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Greedy policy search: A simple baseline for learnable test-time augmenta- tion

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.738851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.109903Z digest=sha256:ce1b7e2ba529aa414c49cf98ba6a1515f7abff4713754b81a78628a8ed5a6570

Observation a7120f20-1ce0-44e3-b796-ad247273ebee · outbound

This paper cites Towards deep learning models resistant to adversarial attacks.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Towards deep learning models resistant to adversarial attacks

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.723501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.114600Z digest=sha256:6676cb76a5cc386419bcd9a9a403afc289f119216aa4488936b365d857335661

Observation 764bcb8f-bf56-410f-a197-7f4e8b3e046c · outbound

This paper cites Torchvision: Py- torch’s computer vision library.https://github.com/ pytorch/vision, 2016.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Torchvision: Py- torch’s computer vision library.https://github.com/ pytorch/vision, 2016

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.708425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.119090Z digest=sha256:700836f517b21f35bf25d1016e098506b0a08b757ced74eab0a54d0eef1c272d

Observation a58516a2-2519-4907-bd42-52155b2d3941 · outbound

This paper cites Univer- sal test-time adaptation through weight ensembling, diver- sity weighting, and prior correction.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Univer- sal test-time adaptation through weight ensembling, diver- sity weighting, and prior correction

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.694640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.123521Z digest=sha256:4a913614932c298ba2edf904999514c3894c1ee79fe66cd82abc64e772df9121

Observation 2470987f-6125-4241-8a66-fd30423b3f72 · outbound

This paper cites Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-12T04:43:02.128191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:43:02.128191Z digest=sha256:4843121337008a54bb183a0664b49d4afe997b6bd2108660ba33222533114ed4

Observation 2099d03f-620c-425c-a752-dcf1099f595b · outbound

This paper cites Deep neural networks are easily fooled: High confidence predictions for unrecognizable images.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Deep neural networks are easily fooled: High confidence predictions for unrecognizable images

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.680831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.133030Z digest=sha256:12ffc4d0f680bbf1e5ecff40660e4eceef600dc1098178e9948b1eae38eaf9df

Observation 7fe0a2cb-84c4-4c30-b1f8-32a0cf3fe960 · outbound

This paper cites Tuan Nguyen, Thanh Nguyen-Tang, Ser-Nam Lim, and Philip Torr.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Tuan Nguyen, Thanh Nguyen-Tang, Ser-Nam Lim, and Philip Torr

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.666834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.137693Z digest=sha256:427146d01b124546df7af4dfbe770116c7c9c34174d855089d443c11a1d30cf7

Observation 093cdf72-3c1c-4b95-bec2-8d28d55515a8 · outbound

This paper cites Efficient test- time model adaptation without forgetting.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Efficient test- time model adaptation without forgetting

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.651991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.142212Z digest=sha256:7643824a1576bf4e047afbc277d88908d65a2fa658a72877a72b16f2413e187a

Observation 2e40f024-637f-4702-8a23-1fc22bd5cef4 · outbound

This paper cites Towards stable test-time adaptation in dynamic wild world.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Towards stable test-time adaptation in dynamic wild world

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.637209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.146936Z digest=sha256:fc1a448f5616fb2724a35db7033f636ada0585c7ee0d94a9f381cffc6d2ed28e

Observation 9e989a0d-0941-44e0-80db-b452051d2a28 · outbound

This paper cites To- wards robust detection of adversarial examples.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation To- wards robust detection of adversarial examples

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.621968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.151721Z digest=sha256:102d00eb1983b50ce949863e77d23364ac4a2a5a468e148623bdc2398e383253

Observation cb76b16c-a0d4-48bb-b7be-9b3f36f4b052 · outbound

This paper cites Distillation as a Defense to Ad- versarial Perturbations Against Deep Neural Networks.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Distillation as a Defense to Ad- versarial Perturbations Against Deep Neural Networks

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.606251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.156132Z digest=sha256:f47d1543c8edd6d2315886083be48bf8d5d3fed2cf89db1aa40914fb957ad225

Observation 50678730-253b-40a3-9fcc-57d0ffab5cab · outbound

This paper cites Berkay Celik, and Ananthram Swami.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Berkay Celik, and Ananthram Swami

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.588940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.160642Z digest=sha256:12674da82be6a9987096549926b0c000afd39a6a6187223cd8a2ec99deec944e

Observation bd10519a-3ddb-4dfa-82c1-9a22a3fb2bac · outbound

This paper cites MedBN: Robust test-time adap- tation against malicious test samples.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation MedBN: Robust test-time adap- tation against malicious test samples

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.574009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.165264Z digest=sha256:6b1670ef0f1964cd3a171527c332dbaea41ed0dcdfddac6b07a384e0268cfe89

Observation a42dc7ab-6d7d-4c33-8c2c-b4e92d1d7340 · outbound

This paper cites RDumb: A simple approach that questions our progress in continual test-time adaptation.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation RDumb: A simple approach that questions our progress in continual test-time adaptation

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.559094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.169967Z digest=sha256:d41a3312c6216de63730e76c6c7986a4ce73f04500de76938fc722938a4ae701

Observation 1c20b4ea-4e70-478a-a8fe-5fd5b9c04d61 · outbound

This paper cites Lawrence.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Lawrence

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.543468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.174524Z digest=sha256:ae8b179d3396dce948950cffc71cca398e9d2a7a96503302b2f969cd7b511808

Observation 8a27da3c-5a2a-44bd-bcf2-9bd888273969 · outbound

This paper cites A survey on image data augmentation for deep learning.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation A survey on image data augmentation for deep learning

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.528792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.178982Z digest=sha256:55dcf0c4db65c9343d7fd4acb50becce6d3950123e8f0fc34d1676f46e84ef20

Observation ace08f22-589b-4b9e-bec7-8bba606c0141 · outbound

This paper cites Towards real-world test- time adaptation: Tri-Net self-training with balanced normal- ization.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Towards real-world test- time adaptation: Tri-Net self-training with balanced normal- ization

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.513001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.183495Z digest=sha256:07c2ca56f7166ad103ef7d1e9acb4d6f24eefae1623b00973c822aaafd9e1a60

Observation 3b3e8b45-2ccb-49fb-8917-bb2679989e62 · outbound

This paper cites Test-time training with self- supervision for generalization under distribution shifts.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Test-time training with self- supervision for generalization under distribution shifts

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.499173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.188239Z digest=sha256:9e3502cc5641a2e4fad0a5ea9d3523ddb1184822bb60cc36defdc33136785f79

Observation 5db7203d-09ea-4dee-a97f-3527c454334c · outbound

This paper cites Goodfellow, and Rob Fergus.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Goodfellow, and Rob Fergus

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.485209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.192943Z digest=sha256:c605fc64c02b88b223dfb30d2b683672db1d08692e74a9e2e408f303d4bae1a5

Observation a733f7bc-af77-4987-a92d-889ac8f4cb95 · outbound

This paper cites Mean teachers are bet- ter role models: Weight-averaged consistency targets im- prove semi-supervised deep learning results.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Mean teachers are bet- ter role models: Weight-averaged consistency targets im- prove semi-supervised deep learning results

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.471207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.197415Z digest=sha256:48967c6a62d81c960f9dbc6c59cde33961353dcb3b33e6743a361eab598a5ae3

Observation 8d8a6c47-5a34-4381-af39-cbf1c059f2a0 · outbound

This paper cites Visualizing data using t-SNE.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Visualizing data using t-SNE

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.455798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.201980Z digest=sha256:b63a1fb9b66c41458d826c27dfc74d213b0692c2a353234b5fba72cd633ee50e

Observation 16488855-9fd9-4052-b0be-0bbe75f22c39 · outbound

This paper cites Tent: Fully test-time adaptation by entropy minimization.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Tent: Fully test-time adaptation by entropy minimization

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.440495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.206444Z digest=sha256:3ea57c987961d7a9e5f0cae5b0f2fd6dc78489230ce1bb4f699bcd6567b398b8

Observation 37ecab8c-178c-481b-a153-2da3a9f0dae9 · outbound

This paper cites Continual test-time domain adaptation.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Continual test-time domain adaptation

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.424847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.211585Z digest=sha256:47501cc5cc6ea8ed3139e347142e40bed8f90d5db991bd8dea534fa2951a7ead

Observation 2427e3e4-24f5-48b6-b055-9a3aecaa0f96 · outbound

This paper cites Vincent Poor.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Vincent Poor

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.409521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.216231Z digest=sha256:61ceced441f3b5848a5b6a1019cccc1e71506cca810bb017ef52483290a0cb64

Observation 2de87f44-23e3-4ca2-8527-b90d333ba5d5 · outbound

This paper cites Wang, Vikash Sehwag, Saeed Mahloujifar, and Prateek Mittal.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Wang, Vikash Sehwag, Saeed Mahloujifar, and Prateek Mittal

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.392838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.221030Z digest=sha256:ddcc8942e0e5c9eb0eff44c2bc9e2cd304351892f3170ff7310bf2896436dee1

Observation 22e896e5-19a2-413f-8418-668d0a2ade2f · outbound

This paper cites Grey-box adversarial attack and defence for sentiment classification.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Grey-box adversarial attack and defence for sentiment classification

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.375353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.225873Z digest=sha256:856e9a346b7a1b3c24546acb7c61df7223f92ff6325b203655c3eeb10276c0da

Observation 980e59e8-cc74-4966-84eb-2a3724f9eecb · outbound

This paper cites Robust test- time adaptation in dynamic scenarios.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Robust test- time adaptation in dynamic scenarios

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.359805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.230319Z digest=sha256:fda3f1fff20ac21f5d3600d8eae9d556c62873c277e5e6f9d329a733b192a026

Observation cd356da2-74f5-4b4f-bb79-8ec2ca0097c9 · outbound

This paper cites Dauphin, and David Lopez-Paz.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Dauphin, and David Lopez-Paz

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.343828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.234492Z digest=sha256:9696c1952bffd433fae408800b82872c8ba7ebfe9f62ce2b560b290c13baa07a

Observation 1294b932-f646-4c18-8daa-bbab7882273f · outbound

This paper cites MEMO: Test time robustness via adaptation and augmentation.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation MEMO: Test time robustness via adaptation and augmentation

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.328319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.238585Z digest=sha256:b616f0fd1d49da9a6d46404cf39f7f80e8d1f0df38955e54c4594aa17fd7314e

Observation b3cb40d6-df79-43b9-bdd5-04dfc217deb5 · outbound

This paper cites shifting boundary effect.

R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation shifting boundary effect

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:43:02.312282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T04:43:02.242563Z digest=sha256:ca5a4faa2602df42b6cb3e775b079b76170620a2160b5d384cf72f8a98e9ec21

Pith citing papers

No inbound Pith citation observations are available.