Paper Citation Record · LEDGER

Topological Signatures of Adversaries in Multimodal Alignments

As of 10 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2501.18006.

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

pith.paper-citation-record.v1
2501.18006 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:32:58.029968Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

43 of 43 outbound references displayed

verified exact1
verified fuzzy17
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3e8d3f68-f974-4be4-a6d0-69854cdb630e · outbound

This paper cites write newline.

Topological Signatures of Adversaries in Multimodal Alignments write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.897224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd231f8d-2f39-40b8-82c7-b153a54aad1b · outbound

This paper cites Pytorch topological.

Topological Signatures of Adversaries in Multimodal Alignments Pytorch topological

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.550678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f05e5cab-cc20-44d9-bb4b-8dd7ff46182c · outbound

This paper cites and Steele, J.

Topological Signatures of Adversaries in Multimodal Alignments and Steele, J

Reference 3

Resolution: verified exact; doi, observed 2026-08-10T04:32:58.069460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 81ff49c3-7f61-41d3-a2ef-75df656f4357 · outbound

This paper cites Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models.

Topological Signatures of Adversaries in Multimodal Alignments Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.909221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36e7cca1-49e7-4076-ae40-2aab827b1bf2 · outbound

This paper cites P., Ramdas, A., Sejdinovic, D., and Gretton, A.

Topological Signatures of Adversaries in Multimodal Alignments P., Ramdas, A., Sejdinovic, D., and Gretton, A

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.540893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1c4a3098-358a-4e1c-a76b-cefddd3e4af0 · outbound

This paper cites Detecting adversarial samples using influence functions and nearest neighbors.

Topological Signatures of Adversaries in Multimodal Alignments Detecting adversarial samples using influence functions and nearest neighbors

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.531572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8b57dc0e-e87f-4b06-8482-c94560083926 · outbound

This paper cites C., Roxo, T., Proença, H., and Inácio, P.

Topological Signatures of Adversaries in Multimodal Alignments C., Roxo, T., Proença, H., and Inácio, P

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.919376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d1016f8-9d1e-48bd-867a-b5968b499cc9 · outbound

This paper cites an unresolved cited work.

Topological Signatures of Adversaries in Multimodal Alignments Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.922706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8408c833-143d-4f9f-a135-c1832bca8415 · outbound

This paper cites ImageNet: A Large-Scale Hierarchical Image Database.

Topological Signatures of Adversaries in Multimodal Alignments ImageNet: A Large-Scale Hierarchical Image Database

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.925736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b6877c6-d322-4d98-a961-79071a651f4c · outbound

This paper cites and Polonik, W.

Topological Signatures of Adversaries in Multimodal Alignments and Polonik, W

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.928858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26b5422f-2447-4498-a761-7877a9e2290b · outbound

This paper cites and Harer, J.

Topological Signatures of Adversaries in Multimodal Alignments and Harer, J

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.515924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 15b2e12d-b818-4086-8473-e39a9c0dcb90 · outbound

This paper cites Detecting Adversarial Samples from Artifacts.

Topological Signatures of Adversaries in Multimodal Alignments Detecting Adversarial Samples from Artifacts

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.934758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02453426-e360-4380-8f41-7c28101f0718 · outbound

This paper cites Maximum mean discrepancy test is aware of adversarial attacks.

Topological Signatures of Adversaries in Multimodal Alignments Maximum mean discrepancy test is aware of adversarial attacks

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.506786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e0b5b79d-518d-4576-acf6-ee92686a0a4b · outbound

This paper cites Elementary Applied Topology.

Topological Signatures of Adversaries in Multimodal Alignments Elementary Applied Topology

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.497327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 41d6d088-d101-464d-86aa-5ee277b3b8e7 · outbound

This paper cites Deep learning, volume 1.

Topological Signatures of Adversaries in Multimodal Alignments Deep learning, volume 1

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.487594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ae9c7200-5536-45df-bfcb-d66618e6f03c · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

Topological Signatures of Adversaries in Multimodal Alignments Explaining and Harnessing Adversarial Examples

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.947154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8898302-19d9-4f5e-9bc3-bee1b50a9bf4 · outbound

This paper cites an unresolved cited work.

Topological Signatures of Adversaries in Multimodal Alignments Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:32:58.478235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 34eeebe9-3685-4669-a740-abf784e773ff · outbound

This paper cites On the (Statistical) Detection of Adversarial Examples.

Topological Signatures of Adversaries in Multimodal Alignments On the (Statistical) Detection of Adversarial Examples

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.953446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8617ac82-4cff-4eb9-bba4-54a6f04e6661 · outbound

This paper cites Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models.

Topological Signatures of Adversaries in Multimodal Alignments Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.956937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baa83a02-db79-42bc-bc53-9c1ddbdfe48c · outbound

This paper cites J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., and Chen, W.

Topological Signatures of Adversaries in Multimodal Alignments J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., and Chen, W

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.960181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21cf1561-61e0-4849-846e-a08cff334aa6 · outbound

This paper cites P., and Gretton, A.

Topological Signatures of Adversaries in Multimodal Alignments P., and Gretton, A

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.963028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99feefb3-7f23-4c89-97ea-d37558e279b5 · outbound

This paper cites Torchattacks: A PyTorch Repository for Adversarial Attacks.

Topological Signatures of Adversaries in Multimodal Alignments Torchattacks: A PyTorch Repository for Adversarial Attacks

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.966065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8333e102-4665-4a41-b667-e720fe5416bc · outbound

This paper cites Computation of degree-1 persistent homology on larger point-clouds using the Reduced Vietoris-Rips filtration.

Topological Signatures of Adversaries in Multimodal Alignments Computation of degree-1 persistent homology on larger point-clouds using the Reduced Vietoris-Rips filtration

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.969149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c48d74e1-9e88-4ad1-b1ac-96120049188a · outbound

This paper cites Learning multiple layers of features from tiny images.

Topological Signatures of Adversaries in Multimodal Alignments Learning multiple layers of features from tiny images

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.457614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 546c0957-69a8-4b98-b353-4f3581ca8d63 · outbound

This paper cites A simple unified framework for detecting out-of-distribution samples and adversarial attacks.

Topological Signatures of Adversaries in Multimodal Alignments A simple unified framework for detecting out-of-distribution samples and adversarial attacks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.975104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5b5b337-bc9e-4876-a931-715ca6e7ca66 · outbound

This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation.

Topological Signatures of Adversaries in Multimodal Alignments Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.442627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7b0c630b-265d-4ab8-9e0a-9c623d523e98 · outbound

This paper cites and Li, F.

Topological Signatures of Adversaries in Multimodal Alignments and Li, F

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.432923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7f785633-10e8-439a-9d4b-b2934d12cfd4 · outbound

This paper cites an unresolved cited work.

Topological Signatures of Adversaries in Multimodal Alignments Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.983724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e344d6a-9bc1-42dc-9877-f521943e2c33 · outbound

This paper cites Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality.

Topological Signatures of Adversaries in Multimodal Alignments Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.986509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28ec756b-e504-45b9-860c-8fa5b185d5c6 · outbound

This paper cites Learning to characterize adversarial subspaces.

Topological Signatures of Adversaries in Multimodal Alignments Learning to characterize adversarial subspaces

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.417929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 02ca47c2-4066-48e6-825c-653feec847e9 · outbound

This paper cites H., Park, J., Chung, S., Kim, J., Oh, M.

Topological Signatures of Adversaries in Multimodal Alignments H., Park, J., Chung, S., Kim, J., Oh, M

Reference 31

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T04:32:58.218490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3828cb2a-6baa-4913-9664-128b0bf99654 · outbound

This paper cites W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., et al.

Topological Signatures of Adversaries in Multimodal Alignments W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., et al

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:57.995276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ed99c90-8a25-465d-affa-7d8aac429ea9 · outbound

This paper cites A stable multi-scale kernel for topological machine learning.

Topological Signatures of Adversaries in Multimodal Alignments A stable multi-scale kernel for topological machine learning

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.402077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 23319700-5aee-4700-ad8c-e39193617a21 · outbound

This paper cites J., Tung, H.-Y., Strathmann, H., De, S., Ramdas, A., Smola, A., and Gretton, A.

Topological Signatures of Adversaries in Multimodal Alignments J., Tung, H.-Y., Strathmann, H., De, S., Ramdas, A., Smola, A., and Gretton, A

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.391715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5e7d3b33-ff7a-4ca0-923d-f9cabdb7f564 · outbound

This paper cites U ber den h \.

Topological Signatures of Adversaries in Multimodal Alignments U ber den h \

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.381646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8a1fd3c6-cc57-4728-af91-262777c6f9a9 · outbound

This paper cites InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance.

Topological Signatures of Adversaries in Multimodal Alignments InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:58.007457Z

Source-reported events for the cited work

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Observation 46954c41-bb54-4276-8149-a6397ffbdc6c · outbound

This paper cites AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting.

Topological Signatures of Adversaries in Multimodal Alignments AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:58.010705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9284c0f0-e6b6-4ae0-8846-a89898fef7eb · outbound

This paper cites Towards adversarial attack on vision-language pre-training models.

Topological Signatures of Adversaries in Multimodal Alignments Towards adversarial attack on vision-language pre-training models

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.371953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 39ecdc30-cca3-40f1-9c99-f117846a1830 · outbound

This paper cites Vision-Language Models for Vision Tasks: A Survey.

Topological Signatures of Adversaries in Multimodal Alignments Vision-Language Models for Vision Tasks: A Survey

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:58.017033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb0a29b6-b121-4f0f-8151-52226ea28ad2 · outbound

This paper cites Detecting adversarial data by probing multiple perturbations using expected perturbation score.

Topological Signatures of Adversaries in Multimodal Alignments Detecting adversarial data by probing multiple perturbations using expected perturbation score

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.362257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8fe2da77-eb63-4419-866c-1629db8032a0 · outbound

This paper cites JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks.

Topological Signatures of Adversaries in Multimodal Alignments JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:58.023306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31c29647-cd29-46c2-a027-bfac8a815331 · outbound

This paper cites The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?.

Topological Signatures of Adversaries in Multimodal Alignments The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:58.026810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80870918-2ffe-45a2-9212-a73a6a359795 · outbound

This paper cites Advclip: Downstream-agnostic adversarial examples in multimodal contrastive learning.

Topological Signatures of Adversaries in Multimodal Alignments Advclip: Downstream-agnostic adversarial examples in multimodal contrastive learning

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:32:58.352448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.