Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T11:36:55.160572Z
Paper Citation Record · LEDGER
PAL*M: Property Attestation for Large Generative Models
As of 3 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 2 inbound Pith citation observations for arXiv:2601.16199.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T15:05:21.391311Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-02T18:57:17.122427Z
Reference resolution
74 of 74 outbound references displayed
- verified exact6
- verified fuzzy61
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 678e787f-5da1-4c24-b7c3-f5f517f5f687 · outbound
This paper cites Zero-knowledge proofs of training for deep neural networks.
PAL*M: Property Attestation for Large Generative Models Zero-knowledge proofs of training for deep neural networks
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.194896Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 89b64e93-047f-42b4-9867-1c9ea27f28e7 · outbound
This paper cites Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs.
PAL*M: Property Attestation for Large Generative Models Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T11:37:48.703148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 3fd3f376-36a6-4777-9244-f3507d7732dd · outbound
This paper cites The EU Artificial Intelli- gence Act.European Union.
PAL*M: Property Attestation for Large Generative Models The EU Artificial Intelli- gence Act.European Union
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.203609Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d19fe8f6-8712-485c-bb89-d5e5e7e7eefb · outbound
This paper cites Intel Trust Domain Extensions (TDX) security review.Google security review.
PAL*M: Property Attestation for Large Generative Models Intel Trust Domain Extensions (TDX) security review.Google security review
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.199456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 164fc809-a40b-488b-8cb8-0367fc12b173 · outbound
This paper cites AMD secure encrypted virtualization (sev).http s://www.amd.com/en/developer/sev.html.
PAL*M: Property Attestation for Large Generative Models AMD secure encrypted virtualization (sev).http s://www.amd.com/en/developer/sev.html
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.192698Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c31503e9-a314-4f87-bb99-720c8762b51d · outbound
This paper cites Confidential inference via trusted virtual machines.
PAL*M: Property Attestation for Large Generative Models Confidential inference via trusted virtual machines
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.205889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 59e23dc6-61da-4968-81fe-83629c4a6dda · outbound
This paper cites ARM TrustZone for Cortex-A.
PAL*M: Property Attestation for Large Generative Models ARM TrustZone for Cortex-A
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.190486Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 66f04ff2-fa28-4f1b-ae84-031f634850eb · outbound
This paper cites Findings of the 2014 Workshop on Statistical Machine Translation.
PAL*M: Property Attestation for Large Generative Models Findings of the 2014 Workshop on Statistical Machine Translation
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.197126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 51193fa5-9644-467a-b94f-bad03ba28267 · outbound
This paper cites TOCTOU, traps, and trusted comput- ing.
PAL*M: Property Attestation for Large Generative Models TOCTOU, traps, and trusted comput- ing
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.201527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 040f41d2-b6c8-4cb9-b4ea-69dfa6e0b90b · outbound
This paper cites Verifiable privacy and transparency: A new frontier for brave ai privacy.
PAL*M: Property Attestation for Large Generative Models Verifiable privacy and transparency: A new frontier for brave ai privacy
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.298280Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a531b62f-18ed-44a7-b5e6-22be510e4f66 · outbound
This paper cites Language Models are Few-Shot Learn- ers.
PAL*M: Property Attestation for Large Generative Models Language Models are Few-Shot Learn- ers
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.265966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f1b72ff2-9858-48ba-8460-0e0cc3ba64ec · outbound
This paper cites Canonical TDX Github Repository.
PAL*M: Property Attestation for Large Generative Models Canonical TDX Github Repository
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.319589Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 6e2e4f37-a17c-4ffd-b09b-4c8fe6460ab5 · outbound
This paper cites Confidential LLM inference: Performance and cost across CPU and GPU TEEs.
PAL*M: Property Attestation for Large Generative Models Confidential LLM inference: Performance and cost across CPU and GPU TEEs
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T11:37:48.699130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation ac7a6058-8266-4b51-b53e-afb36854f363 · outbound
This paper cites Incremental multiset hash functions and their application to memory integrity checking.
PAL*M: Property Attestation for Large Generative Models Incremental multiset hash functions and their application to memory integrity checking
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.315577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 596cc448-7b8c-45c4-a9eb-2b5088c1744d · outbound
This paper cites an unresolved cited work.
PAL*M: Property Attestation for Large Generative Models Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T11:37:49.286838Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation af2e8aa3-9473-435c-ac78-879afdfd1f68 · outbound
This paper cites Attesting distributional properties of training data for machine learning.
PAL*M: Property Attestation for Large Generative Models Attesting distributional properties of training data for machine learning
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.331816Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 3a0ce733-f8e2-4e49-bd7d-e7d772ffef44 · outbound
This paper cites Lamina- tor: Verifiable ml property cards using hardware-assisted attestations.
PAL*M: Property Attestation for Large Generative Models Lamina- tor: Verifiable ml property cards using hardware-assisted attestations
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.313325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d9dd3337-88f1-4230-994f-1205d7e24bd0 · outbound
This paper cites Proof-of-learning is currently more broken than you think.
PAL*M: Property Attestation for Large Generative Models Proof-of-learning is currently more broken than you think
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.261746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 67fe08d0-cd72-4d7e-ab21-42c5e08269ac · outbound
This paper cites Secure and confidential certifi- cates of online fairness.
PAL*M: Property Attestation for Large Generative Models Secure and confidential certifi- cates of online fairness
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.311040Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation dbe74827-649d-4e34-b7af-d75637b01f4f · outbound
This paper cites Secure noise sampling for differ- entially private collaborative learning.
PAL*M: Property Attestation for Large Generative Models Secure noise sampling for differ- entially private collaborative learning
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.242636Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation bf6517b2-ae57-4f94-94bb-c6e582393b63 · outbound
This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.
PAL*M: Property Attestation for Large Generative Models The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T11:37:48.691714Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4e562a45-21c4-47c1-bc89-d54161b1d1f7 · outbound
This paper cites He, B., Yin, L., Zhen, H.-L., Liu, S., Wu, H., Zhang, X., Yuan, M., and Ma, C.
PAL*M: Property Attestation for Large Generative Models He, B., Yin, L., Zhen, H.-L., Liu, S., Wu, H., Zhang, X., Yuan, M., and Ma, C
Reference 22
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T11:37:48.681725Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 201f5eb4-897d-487a-a98c-d09b138580bb · outbound
This paper cites Experimenting with zero-knowledge proofs of training.
PAL*M: Property Attestation for Large Generative Models Experimenting with zero-knowledge proofs of training
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.229758Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 7f466055-17e9-438e-9e27-7c4957d17861 · outbound
This paper cites ExclaveFL: Providing transparency to federated learning using exclaves.
PAL*M: Property Attestation for Large Generative Models ExclaveFL: Providing transparency to federated learning using exclaves
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T11:37:48.685185Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation ea2735c7-6bf0-44a5-8191-a44ccf9b8ed4 · outbound
This paper cites General avail- ability: Azure confidential VMs with NVIDIA H100 tensor core GPUs.
PAL*M: Property Attestation for Large Generative Models General avail- ability: Azure confidential VMs with NVIDIA H100 tensor core GPUs
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.251209Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 32d2cb36-611c-4451-ab3b-5f9913a672a6 · outbound
This paper cites an unresolved cited work.
PAL*M: Property Attestation for Large Generative Models Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T11:37:49.308958Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 91684dec-fa74-4432-b5ca-c115e83b754e · outbound
This paper cites Measuring Massive Multitask Language Understanding.
PAL*M: Property Attestation for Large Generative Models Measuring Massive Multitask Language Understanding
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.218667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d13a0ab0-d045-485a-bfac-dab8f0db7991 · outbound
This paper cites Denoising Diffusion Probabilistic Models.
PAL*M: Property Attestation for Large Generative Models Denoising Diffusion Probabilistic Models
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.210466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 3d7fa300-c9fd-4eff-be81-586943e60810 · outbound
This paper cites Hu et al.
PAL*M: Property Attestation for Large Generative Models Hu et al
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.257497Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation e498c4f9-987f-45a3-8bf7-117ae9c1c61d · outbound
This paper cites LLM-based misbehavior detection ar- chitecture for enhanced traffic safety in connected au- tonomous vehicles.IEEE Transactions on Vehicular Technology.
PAL*M: Property Attestation for Large Generative Models LLM-based misbehavior detection ar- chitecture for enhanced traffic safety in connected au- tonomous vehicles.IEEE Transactions on Vehicular Technology
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.222962Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation af378f7e-9a70-487c-ac9b-904539641831 · outbound
This paper cites zkMLaaS: a verifiable scheme for machine learning as a service.
PAL*M: Property Attestation for Large Generative Models zkMLaaS: a verifiable scheme for machine learning as a service
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.282480Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation b56647a8-7440-4095-9c94-28d2b4fe3ea7 · outbound
This paper cites Datasets Arrow.
PAL*M: Property Attestation for Large Generative Models Datasets Arrow
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.220767Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 7712879a-95d7-48fa-b335-73bd76a50c28 · outbound
This paper cites Preprocess.
PAL*M: Property Attestation for Large Generative Models Preprocess
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.244646Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 36a35ca2-256d-4622-a6f6-ec8bbff1be74 · outbound
This paper cites an unresolved cited work.
PAL*M: Property Attestation for Large Generative Models Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T11:37:49.267830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 7dcf2684-532b-47dd-9703-efb787471bbb · outbound
This paper cites Intel Provisining Certification Service for ECDSA Attestation.
PAL*M: Property Attestation for Large Generative Models Intel Provisining Certification Service for ECDSA Attestation
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.323695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation b8c84fde-05e9-489a-8440-b81c65c1f616 · outbound
This paper cites Intel Software Guard Extensions (Intel SGX).
PAL*M: Property Attestation for Large Generative Models Intel Software Guard Extensions (Intel SGX)
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.327626Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4f11d7c5-c7f7-48e0-909f-a69a95192ee4 · outbound
This paper cites Intel Trust Domain Extensions (Intel TDX).
PAL*M: Property Attestation for Large Generative Models Intel Trust Domain Extensions (Intel TDX)
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.255522Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 972971d8-6a07-402e-bc10-fa563a343437 · outbound
This paper cites Intel Trust Domain Extensions (Intel TDX) mod- ule base architecture specification.
PAL*M: Property Attestation for Large Generative Models Intel Trust Domain Extensions (Intel TDX) mod- ule base architecture specification
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.269929Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c37749be-0272-4d5b-a25d-efe3ff7ddf72 · outbound
This paper cites Heterogeneous isolated execution for commodity GPUs.
PAL*M: Property Attestation for Large Generative Models Heterogeneous isolated execution for commodity GPUs
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.249073Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 2d3e09ee-052b-4a3f-8cf5-1d3bf00f468d · outbound
This paper cites Overview: Realms.
PAL*M: Property Attestation for Large Generative Models Overview: Realms
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.291185Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 7d56d10c-5d2a-496d-9383-62e4d1a9b4a9 · outbound
This paper cites zkCNN: Zero knowledge proofs for convolutional neural net- work predictions and accuracy.
PAL*M: Property Attestation for Large Generative Models zkCNN: Zero knowledge proofs for convolutional neural net- work predictions and accuracy
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.278083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 798c13a2-aee9-4547-aa0d-d04c6da915b3 · outbound
This paper cites MirrorNet: A TEE-friendly frame- work for secure on-device DNN inference.
PAL*M: Property Attestation for Large Generative Models MirrorNet: A TEE-friendly frame- work for secure on-device DNN inference
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.234122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d4390e27-655b-4741-833b-f5f5da0765ef · outbound
This paper cites Holding secrets accountable: Au- diting privacy-preserving machine learning.
PAL*M: Property Attestation for Large Generative Models Holding secrets accountable: Au- diting privacy-preserving machine learning
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.325678Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 06dcf737-b0a6-4c4c-8c51-00de501450a6 · outbound
This paper cites PEFT: State-of-the-art Parameter-Efficient Fine-Tuning methods.
PAL*M: Property Attestation for Large Generative Models PEFT: State-of-the-art Parameter-Efficient Fine-Tuning methods
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.272044Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 126fe25e-f3a4-438e-9a9a-5ca95b8bf9ae · outbound
This paper cites DarkneTZ: towards model privacy at the edge using trusted execution environments.
PAL*M: Property Attestation for Large Generative Models DarkneTZ: towards model privacy at the edge using trusted execution environments
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.236445Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4abc3c2d-ac6b-4e8e-8141-667af0351bdd · outbound
This paper cites Toward remotely verifiable software integrity in resource-constrained iot devices.
PAL*M: Property Attestation for Large Generative Models Toward remotely verifiable software integrity in resource-constrained iot devices
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.238547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 7cc1fa07-6a1c-4625-ba8b-72301515927e · outbound
This paper cites AI Security With Confidential Computing.
PAL*M: Property Attestation for Large Generative Models AI Security With Confidential Computing
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.231872Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 22f64e42-7a21-4e29-9336-973d6bb31ca9 · outbound
This paper cites NVIDIA Deployment Guide for SecureAI.
PAL*M: Property Attestation for Large Generative Models NVIDIA Deployment Guide for SecureAI
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.280428Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 3731e415-57ad-4f1d-ade6-ad37cfe0e261 · outbound
This paper cites NVIDIA attestation.
PAL*M: Property Attestation for Large Generative Models NVIDIA attestation
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.263895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation da750504-0cf9-4b2d-9449-c990fb74ac8f · outbound
This paper cites Reimagining secure infrastructure for ad- vanced ai.
PAL*M: Property Attestation for Large Generative Models Reimagining secure infrastructure for ad- vanced ai
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.216551Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4952cdb6-1d68-4560-9c5d-79d94592615d · outbound
This paper cites torch.utils.data — PyTorch 2.9 documentation.
PAL*M: Property Attestation for Large Generative Models torch.utils.data — PyTorch 2.9 documentation
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.259735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 89d6d5b1-12f6-4e2d-a53c-66586db73d9c · outbound
This paper cites Language models are unsupervised multitask learners.OpenAI blog, 1(8):9.
PAL*M: Property Attestation for Large Generative Models Language models are unsupervised multitask learners.OpenAI blog, 1(8):9
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.276150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation ae3a3951-6ec5-4765-9e89-a2b1dfcc24a4 · outbound
This paper cites SLAPP: Poisoning prevention in federated learn- ing and DP via stateful proofs of execution.IEEE Trans- actions on Information Forensics and Security (TIFS).
PAL*M: Property Attestation for Large Generative Models SLAPP: Poisoning prevention in federated learn- ing and DP via stateful proofs of execution.IEEE Trans- actions on Information Forensics and Security (TIFS)
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.321598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 5ff603e3-9b3f-45aa-89d3-a986e5a12ac2 · outbound
This paper cites an unresolved cited work.
PAL*M: Property Attestation for Large Generative Models Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T11:37:49.212522Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 99d94a6b-e478-4bf0-b4f5-be0798ce71a6 · outbound
This paper cites A stochastic ap- proximation method.The annals of mathematical statis- tics, pages 400–407.
PAL*M: Property Attestation for Large Generative Models A stochastic ap- proximation method.The annals of mathematical statis- tics, pages 400–407
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.317653Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 955581e7-4457-4578-a5fa-d4b3bafd6607 · outbound
This paper cites ZK- LoRA: Efficient zero-knowledge proofs for LoRA veri- fication.
PAL*M: Property Attestation for Large Generative Models ZK- LoRA: Efficient zero-knowledge proofs for LoRA veri- fication
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.300363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 975f27a2-1678-4cad-8d7a-989238f3724a · outbound
This paper cites Property- based attestation for computing platforms: caring about properties, not mechanisms.
PAL*M: Property Attestation for Large Generative Models Property- based attestation for computing platforms: caring about properties, not mechanisms
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.288981Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d44a824d-110f-42e7-91d0-a65a83b3d49a · outbound
This paper cites Supporting third party attestation for Intel SGX with Intel data center attestation primi- tives.White paper, 12.
PAL*M: Property Attestation for Large Generative Models Supporting third party attestation for Intel SGX with Intel data center attestation primi- tives.White paper, 12
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.306976Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation dad53d4f-c7dc-4ebb-9be9-d47177a31fa4 · outbound
This paper cites Attestable audits: Verifiable AI safety benchmarks using trusted execution environ- ments.
PAL*M: Property Attestation for Large Generative Models Attestable audits: Verifiable AI safety benchmarks using trusted execution environ- ments
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.293283Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4617ab9f-49af-49cc-ae1e-5438363ec74a · outbound
This paper cites Confidential-PROFITT: Confidential PROof of fair training of trees.
PAL*M: Property Attestation for Large Generative Models Confidential-PROFITT: Confidential PROof of fair training of trees
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.302456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 92747134-af6c-451a-918f-fd9604d9eea3 · outbound
This paper cites Confidential-DPproof: Confidential proof of differentially private training.
PAL*M: Property Attestation for Large Generative Models Confidential-DPproof: Confidential proof of differentially private training
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.284697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 41dacce8-70b7-4a1f-ad4f-19eefcd5f846 · outbound
This paper cites Melara, and Sebastian Szyller.
PAL*M: Property Attestation for Large Generative Models Melara, and Sebastian Szyller
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.304552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 53fff694-2263-481e-ae9d-088fc556b4dc · outbound
This paper cites zkLLM: Zero knowledge proofs for large language models.
PAL*M: Property Attestation for Large Generative Models zkLLM: Zero knowledge proofs for large language models
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.274139Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 1727d823-b8d5-4f49-948e-12d73952cd85 · outbound
This paper cites TensorShield: Safeguarding on-device inference by shielding critical DNN tensors with TEE.
PAL*M: Property Attestation for Large Generative Models TensorShield: Safeguarding on-device inference by shielding critical DNN tensors with TEE
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.208259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f79c8566-553f-40ae-a3ae-816f7fb483de · outbound
This paper cites Stanford Alpaca: An instruction- following llama model.https://github.com/tatsu -lab/stanford_alpaca.
PAL*M: Property Attestation for Large Generative Models Stanford Alpaca: An instruction- following llama model.https://github.com/tatsu -lab/stanford_alpaca
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.295814Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 04abb69c-99bd-4f55-b529-ad81333007b2 · outbound
This paper cites Gemma 3 Technical Report.
PAL*M: Property Attestation for Large Generative Models Gemma 3 Technical Report
Reference 66
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T11:37:48.688570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation bc91747f-f836-41aa-bb60-3b88272a0a75 · outbound
This paper cites The Llama 3 Herd of Models.
PAL*M: Property Attestation for Large Generative Models The Llama 3 Herd of Models
Reference 67
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T11:37:48.695556Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation b5ca94e1-bf93-485f-9260-e68e322c3506 · outbound
This paper cites Slalom: Fast, verifi- able and private execution of neural networks in trusted hardware.
PAL*M: Property Attestation for Large Generative Models Slalom: Fast, verifi- able and private execution of neural networks in trusted hardware
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.253328Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation e639a837-8e16-4460-897e-15988b1dfdfb · outbound
This paper cites an unresolved cited work.
PAL*M: Property Attestation for Large Generative Models Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T11:37:49.240519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation e4674019-70bf-40c8-94e0-5f35e924a6e4 · outbound
This paper cites Attention is all you need.Ad- vances in neural information processing systems, 30.
PAL*M: Property Attestation for Large Generative Models Attention is all you need.Ad- vances in neural information processing systems, 30
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.246934Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c14d171d-9486-4a02-9451-4bcc1282ac41 · outbound
This paper cites an unresolved cited work.
PAL*M: Property Attestation for Large Generative Models Unresolved cited work
Reference 71
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T11:37:49.225254Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f12ed5dd-658a-4777-89b1-086a8f7b0e98 · outbound
This paper cites Adversarial examples.
PAL*M: Property Attestation for Large Generative Models Adversarial examples
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.214510Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 5e45b8d0-7e3d-47a3-9bb8-c84144aab3e0 · outbound
This paper cites No privacy left outside: On the (in-) security of TEE-shielded DNN partition for on-device ML.
PAL*M: Property Attestation for Large Generative Models No privacy left outside: On the (in-) security of TEE-shielded DNN partition for on-device ML
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.329842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 5edc51b4-b477-4516-8981-c2a112946fd8 · outbound
This paper cites Aligning books and movies: Towards story-like visual explanations by watching movies and reading books.
PAL*M: Property Attestation for Large Generative Models Aligning books and movies: Towards story-like visual explanations by watching movies and reading books
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T11:37:49.227635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Pith citing papers
Observation 4baf51b4-1753-499c-b70b-b34894a5d48b · inbound
Verifiable and Confidential DNN Inference on Low-End Edge Devices cites this paper.
Verifiable and Confidential DNN Inference on Low-End Edge Devices PAL*M: Property Attestation for Large Generative Models
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T18:57:17.123547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 94fe26af-d272-418c-8955-6719cc22b742 · inbound
The Chronos Vulnerability: A Taxonomy of Temporal Persistence and Memory-Based Deception in Agentic AI cites this paper.
The Chronos Vulnerability: A Taxonomy of Temporal Persistence and Memory-Based Deception in Agentic AI PAL*M: Property Attestation for Large Generative Models
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T15:05:21.391311Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.