Paper Citation Record · LEDGER

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks

As of 17 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2412.12194.

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

pith.paper-citation-record.v1
2412.12194 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:44:20.900748Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T11:41:36.009531Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T11:43:23.522855Z

Reference resolution

17 of 17 outbound references displayed

verified exact0
verified fuzzy13
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3fc8f3ad-c361-4396-a099-89fd889d105a · outbound

This paper cites Certified neural net- work watermarks with randomized smoothing.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks Certified neural net- work watermarks with randomized smoothing

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:44:21.503510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d79cf6f0-599c-4c7b-bdeb-108829f75f3e · outbound

This paper cites Deepsigns: A generic watermarking framework for protecting the ownership of deep learning models.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks Deepsigns: A generic watermarking framework for protecting the ownership of deep learning models

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:44:21.464631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3dc0cfe3-c717-4298-b87d-b7d405b28af5 · outbound

This paper cites Deepinspect: A black-box trojan detection and mitigation framework for deep neural networks.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks Deepinspect: A black-box trojan detection and mitigation framework for deep neural networks

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:44:21.430972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 734d9dfa-2df0-4d4f-b8c6-4bc0eaaf22f8 · outbound

This paper cites TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:20.787443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81a20bb8-37d6-48fd-b992-90bae5663cf0 · outbound

This paper cites Turning your weakness into a strength: Watermarking deep neural networks by backdooring.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks Turning your weakness into a strength: Watermarking deep neural networks by backdooring

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:44:21.402794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 832194ad-5e1c-47a0-a936-e765faa81514 · outbound

This paper cites Evasion attacks against water- marking techniques found in mlaas systems.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks Evasion attacks against water- marking techniques found in mlaas systems

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:44:21.345280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 73f398f6-4f3a-4f8a-8fa6-21364f0df8b4 · outbound

This paper cites Stealing machine learning models via prediction apis.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks Stealing machine learning models via prediction apis

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:44:21.309354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b8bc10b0-b595-47e8-a30b-c591b655c1eb · outbound

This paper cites Robustness against adversarial attacks using dimensionality.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks Robustness against adversarial attacks using dimensionality

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:44:21.280264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1d5a225e-20c4-44d0-ae63-296b5b0acb3d · outbound

This paper cites Watermarking for out-of-distribution detection, 2022.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks Watermarking for out-of-distribution detection, 2022

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:44:21.245238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3a84ae49-e2ff-4275-bee7-8598da299c40 · outbound

This paper cites Watermarking graph neural networks by random graphs.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks Watermarking graph neural networks by random graphs

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:44:21.208885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b714781c-7437-4332-b9c2-dba8fb496178 · outbound

This paper cites Resnet in Resnet: Generalizing Residual Architectures.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks Resnet in Resnet: Generalizing Residual Architectures

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:20.852149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b50e72f5-3ba3-4d5e-9e5a-b413d77d267c · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:20.859492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6d7688f-528e-4546-a7b2-0e5454e19a9b · outbound

This paper cites Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco Andreetto, and Hartwig Adam.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco Andreetto, and Hartwig Adam

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:44:21.184074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 47c25012-29c0-457e-82ca-1c82a3833b7e · outbound

This paper cites The cifar-10 dataset.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks The cifar-10 dataset

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:44:21.159823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3e4fd26c-2396-41e0-ab10-d608bbaf7308 · outbound

This paper cites CINIC-10 is not ImageNet or CIFAR-10.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks CINIC-10 is not ImageNet or CIFAR-10

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:20.883039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 316fa2a6-61c1-45e1-813d-18b4e00b5633 · outbound

This paper cites Tokens-to-token vit: Training vision transformers from scratch on imagenet.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks Tokens-to-token vit: Training vision transformers from scratch on imagenet

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:44:21.135536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c17f4eb9-d39d-45ab-beaa-9abf0e1a0cdc · outbound

This paper cites It includes 270,000 images across 10 classes, which are a combination of CIF AR-10 images and additional images from the ImageNet dataset.

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks It includes 270,000 images across 10 classes, which are a combination of CIF AR-10 images and additional images from the ImageNet dataset

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:44:21.094069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 8548e02a-a0ce-485a-8340-4560fedd1047 · inbound

Echoes within the Reasoning: Stealthy and Effective Watermarking via Chain of Thought cites this paper.

Echoes within the Reasoning: Stealthy and Effective Watermarking via Chain of Thought BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-06-29T11:43:23.524142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.