Paper Citation Record · LEDGER

CAM-Guided Saliency Cutout and Image-Based Malware Classification

As of 23 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2608.11634.

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

pith.paper-citation-record.v1
2608.11634 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:37:25.106644Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

verified exact1
verified fuzzy13
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 219b2de9-a730-492d-955c-c6f41374b01c · outbound

This paper cites A comparison of selected image transformation techniques for malware classification.

CAM-Guided Saliency Cutout and Image-Based Malware Classification A comparison of selected image transformation techniques for malware classification

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:24.813668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdc035b8-375f-400c-a90a-7c3049d97e8d · outbound

This paper cites A Comparison of Selected Image Transformation Techniques for Malware Classification.

CAM-Guided Saliency Cutout and Image-Based Malware Classification A Comparison of Selected Image Transformation Techniques for Malware Classification

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:37:25.302492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 548b2159-7233-4f6c-bd7b-5cad1960d51c · outbound

This paper cites RawMal-TF: Raw Malware Dataset Labeled by Type and Family.

CAM-Guided Saliency Cutout and Image-Based Malware Classification RawMal-TF: Raw Malware Dataset Labeled by Type and Family

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:24.846830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 912d2d13-878d-416b-922a-c01d52ff4731 · outbound

This paper cites Trans- fer learning for image-based malware classification.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Trans- fer learning for image-based malware classification

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:24.854760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c721c6e-2c40-4199-a2e3-f123727a28e8 · outbound

This paper cites Through the static: Demystifying malware visualization via explainability.Journal of Information Security and Applications, 91:104063, 2025.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Through the static: Demystifying malware visualization via explainability.Journal of Information Security and Applications, 91:104063, 2025

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:25.999741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d27e8de7-86d0-4005-a9a6-bbc28c9e5ee3 · outbound

This paper cites Improved Regularization of Convolutional Neural Networks with Cutout.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Improved Regularization of Convolutional Neural Networks with Cutout

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:24.876508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 748b972e-b24d-44fc-bce9-70181530aa44 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

CAM-Guided Saliency Cutout and Image-Based Malware Classification An image is worth 16x16 words: Transformers for image recognition at scale

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:25.959475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 32db2276-1508-479a-8831-38800f9858eb · outbound

This paper cites Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networks.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:24.908854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee5f766d-c323-4624-9852-2a9d659aa79d · outbound

This paper cites CAMRegularization, GitHub repository.https:// github.com/yasamanebrahimi-byte/CAMRegularization, 2026.

CAM-Guided Saliency Cutout and Image-Based Malware Classification CAMRegularization, GitHub repository.https:// github.com/yasamanebrahimi-byte/CAMRegularization, 2026

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:25.918900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d0196d6a-a55a-4809-b924-ab2af79dfe9d · outbound

This paper cites Computing and evaluating saliency maps for image classification: a tutorial.Journal of Electronic Imaging, 32(2):020801, 2023.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Computing and evaluating saliency maps for image classification: a tutorial.Journal of Electronic Imaging, 32(2):020801, 2023

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:24.931115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 756ff623-747f-473e-bae8-8855061e3445 · outbound

This paper cites an unresolved cited work.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:24.942705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25d9ecf7-23cf-4019-b5fc-0fd3559c7be0 · outbound

This paper cites Deep residual learning for image recognition.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Deep residual learning for image recognition

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:25.833233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation feb7162f-71eb-487a-a8bb-32e2dca7809a · outbound

This paper cites Weinberger.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Weinberger

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:25.790381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3188f892-2dea-4f05-a8d0-2d865fb081b9 · outbound

This paper cites Andreopoulos, and Mark Stamp.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Andreopoulos, and Mark Stamp

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:25.755940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5f7a3418-24b6-4aea-972f-668bb05faf83 · outbound

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

CAM-Guided Saliency Cutout and Image-Based Malware Classification Learning multiple layers of features from tiny images

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:25.715241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1daf6581-6259-416c-aae1-0ea3e12ab6e9 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Swin transformer: Hierarchical vision transformer using shifted windows

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:25.665371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3623373b-f150-4410-9b6a-098eb5b647f7 · outbound

This paper cites A convnet for the 2020s.

CAM-Guided Saliency Cutout and Image-Based Malware Classification A convnet for the 2020s

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:25.627035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2d398f71-d915-42a0-952d-ca3f7b9c530a · outbound

This paper cites Kimmell, Mahmoud Ab- delsalam, Sajad Khorsandroo, and Maanak Gupta.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Kimmell, Mahmoud Ab- delsalam, Sajad Khorsandroo, and Maanak Gupta

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:25.035611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e30bd3b4-5726-41d1-872e-e3bbab97fd52 · outbound

This paper cites Malware images: Visualization and automatic classification.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Malware images: Visualization and automatic classification

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:25.050740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 707e9875-abc3-4600-95de-d410263f3393 · outbound

This paper cites Advancing mal- ware imagery classification with explainable deep learning: A state-of-the-art approach using SHAP, LIME and Grad-CAM.PLOS ONE, 20(5):e0318542, 2025.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Advancing mal- ware imagery classification with explainable deep learning: A state-of-the-art approach using SHAP, LIME and Grad-CAM.PLOS ONE, 20(5):e0318542, 2025

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:25.545596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7475fca0-dbb7-4f21-a03a-34d9bdf461cc · outbound

This paper cites RISE: Randomized input sampling for explanation of black-box models.

CAM-Guided Saliency Cutout and Image-Based Malware Classification RISE: Randomized input sampling for explanation of black-box models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:25.072886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5b8ed5c-eb2a-4ea7-828e-5539ca62ec68 · outbound

This paper cites Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, and Dhruv Batra.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, and Dhruv Batra

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:25.078450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4db946e-a2d4-4979-9c4e-6508a82125a5 · outbound

This paper cites Hinton, Alex Krizhevsky, Ilya Sutskever, and Ruslan Salakhutdinov.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Hinton, Alex Krizhevsky, Ilya Sutskever, and Ruslan Salakhutdinov

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:25.476422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ed328b2a-2a7f-48ba-9112-0532fbb53351 · outbound

This paper cites A selective survey of deep learning techniques and their ap- plication to malware analysis.

CAM-Guided Saliency Cutout and Image-Based Malware Classification A selective survey of deep learning techniques and their ap- plication to malware analysis

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:25.093662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35a5d6b3-d30c-4779-b56c-6727d695c641 · outbound

This paper cites Efficientnet: Rethinking model scaling for con- volutional neural networks.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Efficientnet: Rethinking model scaling for con- volutional neural networks

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:25.364911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3e7df30a-0a9e-4e45-85e4-0485fcafcf95 · outbound

This paper cites Deep learning versus gist descriptors for image-based malware classifi- cation.

CAM-Guided Saliency Cutout and Image-Based Malware Classification Deep learning versus gist descriptors for image-based malware classifi- cation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:25.326645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.