Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:09:53.454086Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 96 of 96 outbound references and 0 inbound Pith citation observations for arXiv:2504.21420.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:09:53.454086Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
96 of 96 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5f12ad77-be7b-491f-9ba8-caf932a8b4f4 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Unresolved cited work
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ea92696-a5b2-4cc3-99b2-f351a93b17ea · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Accessorize to a crime: Real and stealthy attacks on state-of-the-art face recognition,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5359e11-b669-48d3-aadf-86e54a9cf244 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Presentation attack detection methods for face recognition systems: A comprehensive survey,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4628d0f-8c37-4905-8829-c630393948f8 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a679c8b-397a-4fad-869d-6a82070344b8 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Robust heterogeneous discriminative analysis for face recognition with single sample per person,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f585dca0-20f9-4664-8d8a-5d8af0381af4 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Master face attacks on face recognition systems,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbf5b66e-cc43-466e-a37a-7ef484e43785 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Custom silicone face masks: Vulnerability of commercial face recognition systems & presentation attack detection,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d31b3b0d-7276-4c60-ae02-783f90adb5b7 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Unravelling robustness of deep learning based face recognition against adversarial attacks,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51db6a7f-d5d8-45da-85b7-938e5e11f259 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Towards deep learning models resistant to adversarial attacks,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 920cc923-2d6e-4c7e-a331-86fa16f0626b · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Foolbox native: Fast adversarial attacks to benchmark the robustness of machine learning models in pytorch, tensorflow, and jax,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f2a2edb-1854-419e-adf5-f050e16b010f · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Formal guarantees on the robustness of a classifier against adversarial manipulation,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7cf7f89d-34fc-4315-8797-709e169843ef · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Limitations of the lipschitz constant as a defense against adversarial examples,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4d0f6b2-799d-4dc4-9c8a-c646a13f7289 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Lipschitz regularity of deep neural networks: analysis and efficient estimation,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f7c234c-5fbe-4e58-8e54-940bbe5824dd · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Advbox: a toolbox to generate adversarial examples that fool neural networks
Reference 14
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 81c10103-32aa-46b9-ab9f-a4fdbff9a56f · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Explaining and Harnessing Adversarial Examples
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d88c762e-5ad1-423d-8674-c102b4a4e8a1 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Rdcface: Radial distortion correction for face recognition,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11c0fb1e-2795-4f12-93c5-27868fa4ecf2 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Why do adversarial attacks transfer? ex- plaining transferability of evasion and poisoning attacks,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30a245fd-7560-422f-ade3-7447bd53d968 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Enhancing the transferability of adversarial attacks through variance tuning,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ad1246d-8206-496c-9af8-bab5ffc9e79a · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Transferability in Machine Learning: from Phenomena to Black-Box Attacks using Adversarial Samples
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43044f42-a8f3-4b69-9bee-750da0ab3b22 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Evaluating the robustness of neural networks: An extreme value theory approach,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37d6c0c7-440e-49e7-8b7c-da6d43512dd5 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3699c1b8-cd1b-4a41-ad29-9675eb039466 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Unresolved cited work
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcc1ffc3-cf0e-4c67-bf43-1e1745ecb439 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Chicco, Siamese Neural Networks: An Overview
Reference 23
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 096dedb9-e6ef-4709-b0c4-081cbb436a4d · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems A light cnn for deep face representation with noisy labels,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12f4ded2-6e3f-4627-b278-91025a122990 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Vision transformer with deformable attention,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33dfcc04-ed1c-4048-91a0-4ac4650cc365 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems SoK: Certified Robustness for Deep Neural Networks
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c6e099e-5295-47d9-967f-ca5f6bae49d1 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Robustness and accuracy could be reconcilable by (proper) definition,
Reference 27
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 2f4547da-d7b6-4621-835c-3c27a32e06ea · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Characterizing adversarial subspaces using local intrinsic dimensionality,
Reference 28
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 8014ac81-711e-49f3-83e8-ef91d5c3ef27 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems A survey on: Facial emotion recognition invariant to pose, illumination and age,
Reference 29
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 718cd2ec-3785-45b1-961e-a61a49386b9f · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Certified robust accuracy of neural networks are bounded due to bayes errors,
Reference 30
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 d9519cdb-6762-4bd5-8f19-afd719c3f945 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Searching for a search method: Benchmarking search algorithms for generating NLP adversarial examples,
Reference 32
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 4971cae3-5154-4cbb-ace5-8ae85c5fe124 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Efficient decision-based black-box adversarial attacks on face recognition,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2db35d1-d308-4441-865b-0a78b38487d1 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems On Evaluating Adversarial Robustness
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b68ccb8-3a85-449a-8a18-f37de15eec79 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Adversarial machine learning at scale,
Reference 35
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 6ad942d1-1a92-490e-83cc-88da7f38f590 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Scaling up the randomized gradient-free adversarial attack reveals overestimation of robustness using established attacks,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18fba125-83c1-4975-9519-628a1cd15ded · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Intriguing properties of neural networks
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a701535c-f8a6-46aa-8295-10e71a6edbd3 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Towards evaluating the robustness of neural networks,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce7569fe-eeb4-4be0-9c26-8a4118cda7c7 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Probabilistically robust learning: Balancing average and worst-case performance,
Reference 39
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 91fc04fa-bd73-42e1-be10-6a0b10657ccb · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Practical black-box attacks against machine learning,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66426f6d-225c-4eeb-b09b-5a5d2f0d04ad · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Decision-based adversarial attacks: Reliable attacks against black-box machine learning models,
Reference 41
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 a5c7dff7-20ce-4cd7-9690-8199977c7153 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems One pixel attack for fooling deep neural networks,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c794f9c-eb98-49c4-8231-e5e78761fced · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Genattack: Practical black-box attacks with gradient- free optimization,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 554755f8-46c6-4a64-b6a6-0e13422e4db2 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems An abstract domain for certifying neural networks,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63b7e9ea-9a4b-461e-a686-ef2dfdbe0232 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Reluplex: An efficient smt solver for verifying deep neural networks,
Reference 45
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 bb1064ff-d864-4637-999c-0d6c3eeea9b6 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Unleash the black magic in age: A multi-task deep neural network approach for cross-age face verification,
Reference 46
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 655302d2-95d9-47c7-adb3-626e9e17f5cd · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Advhat: Real-world adversarial attack on arcface face id system,
Reference 47
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 f8dffc24-1906-4570-a863-e6f9f7faecc2 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Cross-pose lfw: A database for studying cross- pose face recognition in unconstrained environments,
Reference 48
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 ec64d4d4-dc0c-42f3-a8af-58eac3770132 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Illumination invariant face recog- nition: A survey,
Reference 49
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 fee6a650-3144-4967-8f34-1e05367da593 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Mlfw: A database for face recognition on masked faces,
Reference 50
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 24fa3b16-35a3-46d3-baef-6b1155fa9195 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Labeled Faces in the Wild: A Database forStudying Face Recognition in Unconstrained Environments,
Reference 51
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 c77897a1-d142-49e6-9ef3-3c5790c322f8 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Bridging the Performance Gap between FGSM and PGD Adversarial Training
Reference 52
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 bc6aefc1-b18f-469b-bb90-9d0f9439f77c · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Facenet: A unified embed- ding for face recognition and clustering,
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ad27d9d-5f28-41cb-ba6d-cbdf4a7a4549 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Distance metric learning for large margin nearest neighbor classification,
Reference 54
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 0704bedb-2ab4-4877-9ad1-01305638af3a · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Arcface: Additive angular margin loss for deep face recognition,
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cc98ae9-87f6-4ca3-8227-ce27b924ff44 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems EfficientNet: Rethinking model scaling for convolutional neural networks,
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68ae5f5b-f5e0-4ad1-afe1-77011e852ea8 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Mis-classified vector guided softmax loss for face recognition,
Reference 57
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 f093029c-3d6f-42a8-bb8c-6f3839d22a3a · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Rethinking channel dimensions for efficient model design,
Reference 58
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 63a0545c-300a-489f-91e5-9e4fd055a471 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Curricularface: Adaptive curriculum learning loss for deep face recog- nition,
Reference 59
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 7de31d3b-8019-4e1d-b324-af873e75deff · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Residual attention network for image classification,
Reference 60
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 9336a9da-1f2e-47fa-bd9c-d32eda9801ea · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Adacos: Adaptively scaling cosine logits for effectively learning deep face representations,
Reference 61
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 f379df24-a7e4-4027-91f3-6ef0cbb85382 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Ghostnet: More features from cheap operations,
Reference 62
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 3c7ee366-efd0-4eaf-8acf-02074e06b12f · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Additive margin softmax for face verification,
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b797bbc4-6ee7-49cc-9f8a-3807a3cd1b87 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Repvgg: Mak- ing vgg-style convnets great again,
Reference 64
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 1f4438cd-bf4e-4f05-9dd2-21dc03a8e895 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Tf-nas: Rethinking three search freedoms of latency-constrained differentiable neural architecture search,
Reference 65
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 d4af542a-cf43-45b9-9a1c-118fcf9f38c2 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Frontal to profile face verification in the wild,
Reference 66
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 5e78fed3-afa2-4e78-9899-1a65aeadce8e · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Agedb: The first manually collected, in-the-wild age database,
Reference 67
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 27a5a5f4-381e-414a-8d90-718f897fba6e · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Mirjalili, Genetic Algorithm
Reference 68
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 4d272e6b-ade8-4a75-af3e-d5620de18bf1 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Pymoo: Multi-objective optimization in python,
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 874b9bad-b329-4b91-899a-461e70dcaf69 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Proa: A probabilistic robustness assessment against functional perturbations,
Reference 70
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 639c52ab-0ab0-459b-84c4-1715607b53e2 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Deep face recognition: A survey,
Reference 71
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 0878de0c-c7b8-4583-9a9f-07322ed4b902 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Deep metric learning using triplet network,
Reference 72
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 02b976bc-b8fa-4887-b078-42f4c1932774 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Adaptiveface: Adaptive margin and sampling for face recognition,
Reference 73
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 c1dad790-30f4-4c48-850d-15d563342cfd · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Improved performance of face recognition using cnn with constrained triplet loss layer,
Reference 74
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 49d7b811-d83b-498c-bec1-63399fccec8f · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Enhancing convolutional neural networks for face recognition with occlusion maps and batch triplet loss,
Reference 75
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 acaaf176-87cf-42be-a005-16cccf141e2e · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Deep metric learning with hierarchical triplet loss,
Reference 76
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 550fbc64-1c7d-46c7-bf73-326f89fff504 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Cosface: Large margin cosine loss for deep face recognition,
Reference 77
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 3aaa561f-1400-4cd5-9b66-542057e070b8 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Deep residual learning for image recognition,
Reference 78
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ab6de85-aea8-4ea7-bb49-b4bb27a2a24f · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Swin transformer: Hierarchical vision transformer using shifted windows,
Reference 79
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 0d3d65a0-bfe0-4e00-9097-0d954dad7218 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Sphereface: Deep hypersphere embedding for face recognition,
Reference 80
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 48f5ef17-5294-4c84-a84a-e9c79a7f2d9e · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Universal pertur- bation attack against image retrieval,
Reference 81
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 e3313ea4-a0cd-4ff2-b10d-6f6c7abd4a63 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems How benign is benign overfitting ?
Reference 82
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 5f67d155-58bf-4402-88f3-4a6ada3900fc · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Causality-based neural network repair,
Reference 83
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 256f57cc-d58e-43e7-a69f-97f759a5017e · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Code Smells in Machine Learning Systems
Reference 84
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0881dc01-0155-4899-baa2-8476caca9f6e · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Combining experts’ causal judgments,
Reference 85
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 e942a33d-30ad-455e-846b-9bbba3d0cae1 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Benchmarking neural network robustness to common corruptions and perturbations,
Reference 86
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 32ac19c0-2e6a-428c-8a2d-4e3dd63654b0 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Robot: Robustness-oriented testing for deep learning systems,
Reference 87
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 4fbf16d8-e563-43ab-aa7c-8483ec1d9592 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Biasfinder: Metamorphic test generation to uncover bias for sentiment JOURNAL OF LATEX CLASS FILES, VOL. 14, NO. 8, AUGUST 2021 15 analysis systems,
Reference 88
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 86e00aea-5085-4a07-9297-518c9e64227d · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems A systematic literature review on the use of deep learning in software engineering research,
Reference 89
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a505a4d-f02e-4609-8360-c966633462b3 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems AntidoteRT: Run-time Detection and Correction of Poison Attacks on Neural Networks
Reference 90
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 34743df5-5943-4361-9cb4-2f22976bd7f2 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems A probabilistic framework for mutation testing in deep neural networks,
Reference 91
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 4ff753c2-6aa8-4ce1-8c61-ffa4a6508a38 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Realizing self-adaptive systems via online reinforcement learning and feature-model-guided exploration,
Reference 92
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 74fc79f5-b685-4660-9e33-e37a9f007495 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems 18 667–18 686
Reference 162
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 2f6d6ac6-4801-4b75-96ce-f89cff17034e · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Available: https://proceedings.neurips.cc/paper/2005/ file/a7f592cef8b130a6967a90617db5681b-Paper.pdf
Reference 2005
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 f295c827-2705-434c-92e2-6f57729e0b6c · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems He is the co-founder of the PAT model checker
Reference 2012
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 1f3b63b8-58e3-42d3-91df-dcd5e8823484 · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Available: https://proceedings.neurips.cc/paper/2017/ file/e077e1a544eec4f0307cf5c3c721d944-Paper.pdf
Reference 2017
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3c15401-6598-4df3-a1cd-2b60c7b57b2e · outbound
A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems Adversarial Examples in Modern Machine Learning: A Review
Reference 2019
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.