Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T23:49:17.980388Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2607.15246.
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 2026-08-01T23:49:17.980388Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
70 of 70 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 556378e0-a113-4e29-aa34-e2ac47f2e8ef · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Deepfakes and beyond: A survey of face manipulation and fake detection,
Reference 1
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Unavailable: canonical work link unavailable.
Observation d0048519-00ab-4382-b7ca-14c5629e0fcf · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors The creation and detection of deepfakes: A survey,
Reference 2
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Observation c2ba8053-a9e8-49f4-ac87-4ffef2a25bba · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Deepfake generation and detection: A benchmark and survey,
Reference 3
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Observation c0d3187a-ff68-4503-95dc-377c0952e553 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges
Reference 4
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Observation 9d346d2a-a29e-4562-bf51-6928d2ab4765 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Threats and vulnerabilities in artificial intelligence and agentic ai models,
Reference 5
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Observation 37e07780-1626-4eda-9c67-0eb9ca18eba5 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Deep residual learning for image recognition,
Reference 6
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Observation cbf13927-0342-4e66-a3f3-050930776a16 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Densely connected convolutional networks,
Reference 7
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Observation 2bd0a670-d1bd-4c15-87ae-089ce2088c9f · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors EfficientNet: Rethinking model scaling for convolutional neural networks,
Reference 8
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Observation e87e4c1b-0787-4a5f-a4eb-162b499683a9 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors An image is worth 16x16 words: Trans- formers for image recognition at scale,
Reference 9
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Unavailable: canonical work link unavailable.
Observation a19ef547-bfbc-4aa8-abd1-330c6b28a4ed · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Swin Transformer: Hierarchical vision transformer using shifted win- dows,
Reference 10
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Observation 60b56041-0318-40e9-a3b7-89c0524ddf98 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Can pretrained face verification models distinguish true identity from deepfakes?
Reference 11
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Observation fa3ec7b8-daeb-4e2b-b4f7-b3f2b83770df · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors FaceForensics++: Learning to detect manipulated facial images,
Reference 12
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Unavailable: canonical work link unavailable.
Observation cbe5741e-b620-4b00-a5ca-3d3428405384 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Intriguing properties of neural networks,
Reference 13
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Observation 988627d3-6732-4ab9-aa9d-62cf5ede2637 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Explaining and harnessing adversarial examples,
Reference 14
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Observation 0ffdd397-e71f-4d3f-b707-c6a048d9c308 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Threat of adversarial attacks on deep learning in computer vision: A survey,
Reference 15
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Observation 83e396b8-989b-49f5-840c-70883fbd3a3e · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Revisiting transferable adversarial images: Systemization, evaluation, and new insights,
Reference 16
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Observation b988f4c8-1972-4702-b777-1bc8c3ebdf5b · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Boosting ad- versarial attacks with momentum,
Reference 17
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Unavailable: canonical work link unavailable.
Observation 9e935b92-eea5-458c-8f1a-2a64c2c93db2 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Improving transferability of adversarial examples with input diversity,
Reference 18
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Observation 3e0df747-ceac-44b5-8cec-3b434cfd1910 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Evading defenses to trans- ferable adversarial examples by translation-invariant attacks,
Reference 19
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Observation 83b67a7f-bf67-4b93-b22b-4db660852c64 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Practical black-box attacks against machine learning,
Reference 20
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Unavailable: canonical work link unavailable.
Observation 554b6b14-aea5-448f-a541-ae7b9c40cab3 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Square At- tack: A query-efficient black-box adversarial attack via random search,
Reference 21
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Unavailable: canonical work link unavailable.
Observation 81a03461-d535-4819-9c65-92287becb9a8 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks,
Reference 22
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Unavailable: canonical work link unavailable.
Observation 23539877-58cd-4bbe-b13d-bdf560e9bfd4 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Adversarial Agents: Black-Box Evasion Attacks with Reinforcement Learning
Reference 23
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Observation 8c12bbfe-adac-47a9-9070-2ef8e26347b8 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors CNN- generated images are surprisingly easy to spot... for now,
Reference 24
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Unavailable: canonical work link unavailable.
Observation 096e2cf9-a174-46a0-924b-104d0481b126 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Thinking in frequency: Face forgery detection by mining frequency-aware clues,
Reference 25
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Unavailable: canonical work link unavailable.
Observation 837568c8-76d0-4deb-a701-c90cbb63fc0f · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Intriguing properties of vision transformers,
Reference 26
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Unavailable: canonical work link unavailable.
Observation 996d64e9-105b-41dd-93ba-7fdbcdb59926 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Towards transferable adversarial attacks on vision transformers,
Reference 27
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Unavailable: canonical work link unavailable.
Observation 65f6467d-087f-41a8-b75b-0bcfa9cc3432 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Frequency domain model augmentation for adversarial attack,
Reference 28
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Unavailable: canonical work link unavailable.
Observation 599153a9-028d-4bde-9d1e-7dadd9a9584a · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Boosting adversarial transferability by block shuffle and rotation,
Reference 29
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Unavailable: canonical work link unavailable.
Observation 2ab415d2-6436-438a-ac95-3ebcb7d3b779 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors ARMOR: Agentic reasoning for methods orchestration and reparameterization for robust adversarial attacks,
Reference 30
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Unavailable: canonical work link unavailable.
Observation 58dc9a06-905d-4f34-9379-d55c1ec7509e · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Agentic AI: Autonomous intelligence for complex goals — a comprehensive survey,
Reference 31
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Unavailable: canonical work link unavailable.
Observation 6ebf2fce-2271-490a-9f5c-ae9d4642d488 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Multi-Agent Collaboration Mechanisms: A Survey of LLMs
Reference 32
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Observation 09576b84-01fc-4397-94fb-444722b7b118 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Agentic AI: A com- prehensive survey of architectures, applications, and future directions,
Reference 33
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Unavailable: canonical work link unavailable.
Observation 4b945bdd-d76e-4b12-aa54-d30a11283aee · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Qwen2.5-VL Technical Report
Reference 34
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Unavailable: canonical work link unavailable.
Observation 07ed48e3-032b-49e9-bea6-7d3a4a41ea43 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Qwen3 Technical Report
Reference 35
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Unavailable: canonical work link unavailable.
Observation b72c8f02-a649-4ac9-be7b-6a81700c49a7 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Towards evaluating the robustness of neural networks,
Reference 36
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Unavailable: canonical work link unavailable.
Observation b0d81842-cd6b-4c6e-8078-4f4082b9294f · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors The limitations of deep learning in adversarial settings,
Reference 37
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Unavailable: canonical work link unavailable.
Observation 8b7e3c6f-6f0b-475f-8540-70761a7f727c · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Spatially transformed adversarial examples,
Reference 38
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Unavailable: canonical work link unavailable.
Observation 16f7bc03-1cf5-483a-9206-709cb339d9d0 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Adversarial attacks on deepfake detec- tors: A challenge in the era of AI-generated media (AADD-2025),
Reference 39
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Unavailable: canonical work link unavailable.
Observation 5eb21e76-d898-45ca-aeb7-3d518c2afee2 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors The Deepfake Detection Challenge (DFDC) Preview Dataset
Reference 40
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Unavailable: canonical work link unavailable.
Observation 7a3b43f8-e162-4e0e-b65d-d934b0bad757 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Multi- attentional deepfake detection,
Reference 41
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Unavailable: canonical work link unavailable.
Observation 8223f427-546c-4c0f-a5b9-59bfe602da8f · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Detecting deepfakes with self-blended images,
Reference 42
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Unavailable: canonical work link unavailable.
Observation 7f9409d9-038c-4114-a80d-126ba34d9896 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors DeepfakeBench: A comprehensive benchmark of deepfake detection,
Reference 43
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Unavailable: canonical work link unavailable.
Observation b7353f6b-7289-430c-85d7-6e930c25df5f · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Zero-shot detection of AI-generated images,
Reference 44
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Unavailable: canonical work link unavailable.
Observation 0a394d77-988a-464c-8e1d-40c5eaa3cd80 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Evading deepfake-image detectors with white- and black-box attacks,
Reference 45
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Observation 1b4f4d38-7d8f-4879-8d15-096ceb002771 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Adversarial perturbations fool deepfake detec- tors,
Reference 46
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Observation 42f2dff8-7cf7-4df0-b0de-16977f81607a · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Adversarial attack on deepfake detection using RL-based texture patches,
Reference 47
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Observation 34d5b80a-3b07-4569-b74b-9acbcf556246 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors 2D-Malafide: Adversarial attacks against face deepfake detection systems,
Reference 48
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Observation eea5ca9c-5107-4316-88ef-a48a0ca9a68e · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors MIG-COW: Transferable adversarial attacks on deepfake detectors via gradient decomposition,
Reference 49
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Observation 51425b62-c7a3-4255-aac4-780587b566ef · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors MS-GAGA: Metric-selective guided adversarial generation attack,
Reference 50
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Observation 34236ede-a0b0-4b19-ba9b-39df2814f93b · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Delving into transferable adversarial examples and black-box attacks,
Reference 51
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Observation 33f9f9eb-3f1c-41db-b690-bd5deeb208ed · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Nesterov accelerated gradient and scale invariance for adversarial attacks,
Reference 52
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Observation 5bd683ef-faee-42b6-8352-2074c25fc12d · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Simple black-box adversarial attacks,
Reference 53
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Observation 5ce10af3-644a-4f0f-92d1-24d04aac5f8b · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Efficient black-box adversarial attacks via bayesian optimization guided by a function prior,
Reference 54
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Unavailable: canonical work link unavailable.
Observation 8620ef02-f307-49d1-a808-7c3f9abb3008 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Feature importance-aware transferable adversarial attacks,
Reference 55
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Observation 511a90be-f108-4f14-a522-da4b65be0eff · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors AnyAttack: Towards large-scale self-supervised adversarial attacks on vision-language models,
Reference 56
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Observation 9c3f8dd3-b9ae-4278-b278-9bd9f2590982 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Semantic-aligned adversarial evolution triangle for high- transferability vision-language attack,
Reference 57
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Observation 27a8c3cc-4f11-4db4-8d02-6b907b76d107 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Adversarial attacks against closed-source MLLMs via feature optimal alignment,
Reference 58
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Observation 800a6abd-fbcf-4309-8716-a34040082900 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors AutoGen: Enabling next-gen LLM applications via multi- agent conversation,
Reference 59
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Observation 1e864c2e-3c06-4c7e-9a07-999f4e9c9c3f · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Generative agents: Interactive simulacra of human behavior,
Reference 60
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Observation 8a773500-1ff7-4b03-ab89-bd2a259e2db2 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors The rise and potential of large language model based agents: A survey,
Reference 61
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Observation 123b2c44-767c-44cf-a40b-6b2e38926fdf · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Large language models as optimizers,
Reference 62
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Observation f146a8dd-7a91-4f34-8d72-9bc9f31c6b32 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors AgentHPO: Large language model agent for hyper-parameter optimization,
Reference 63
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Unavailable: canonical work link unavailable.
Observation a57b8858-4fa3-4481-a11e-05b8572a5b72 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors AutoDA: Automated decision-based iterative adversarial attacks,
Reference 64
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Observation 4143cc4b-a9fa-4186-ab33-260e892f0d17 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors L-AutoDA: Large language models for automatically evolving decision-based adversarial attacks,
Reference 65
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Observation 064ae00d-5c67-4034-b468-821d97cefaf1 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Red-teaming LLM multi-agent systems via communication attacks,
Reference 66
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Observation b2a46116-8d91-4c52-bbac-ffb11feaef6b · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Image quality assessment: From error visibility to structural similarity,
Reference 67
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Observation 367754c0-6147-4034-9330-90e07884e9d8 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Probable inference, the law of succession, and statistical inference,
Reference 68
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Observation 2399c185-5a84-407d-a0db-91b96e2a064b · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Towards deep learning models resistant to adversarial attacks,
Reference 69
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Observation 6c169e95-910e-48c9-b8b2-b5ab6228c057 · outbound
ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors Mitigating adversarial effects through randomization,
Reference 70
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No inbound Pith citation observations are available.