Pith. sign in

Paper Citation Record · LEDGER

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals

As of 13 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 2 inbound Pith citation observations for arXiv:2509.00300.

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

pith.paper-citation-record.v1
2509.00300 v2

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:50:22.090951Z

measured 77 of 77 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T21:03:43.112108Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:39:17.175796Z

Reference resolution

75 of 75 outbound references displayed

  • verified exact3
  • verified fuzzy54
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9e5cd9ea-a342-47a3-b36b-16596fa36f77 · outbound

This paper cites Aamodt, Wilson Wai Lun Fung, and Timothy G.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Aamodt, Wilson Wai Lun Fung, and Timothy G

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:34.693961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:16.467109Z digest=sha256:c982c8d9623fd1b0e8c6f8e2e25c485eb6184a51d3193d8bbca5c5a924d1bd2e

Observation 906e042b-9e61-473d-9239-c56e818e8860 · outbound

This paper cites Evax: Towards a practical, pro-active & adaptive architecture for high performance & security.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Evax: Towards a practical, pro-active & adaptive architecture for high performance & security

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:34.443801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:16.556312Z digest=sha256:ad75c3f97fab444a0d7e8a66c6881ef1199775d9a7624915ca29db8657df70c5

Observation 4c5aa099-dcde-4eb1-9d82-a9989be56502 · outbound

This paper cites What is a GPU? https://aws.amazon.com/what-is/gpu/.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals What is a GPU? https://aws.amazon.com/what-is/gpu/

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:34.237682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:16.643203Z digest=sha256:5e3a62cbf082252347012b60b81d512a4ea14ee5fe4f4b462eb52a54cfffd207

Observation 8e315d03-7855-403b-be3a-5fc95c1046ec · outbound

This paper cites AMD Secure Encrypted Virtualization (SEV).

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals AMD Secure Encrypted Virtualization (SEV)

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:34.031690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:16.743005Z digest=sha256:e0a114559718c0bface428463be01d6224c31b53c219dba9e7c4ca8f7b3ad254

Observation 8424ce48-4254-4b87-beaa-ef1b64b5820c · outbound

This paper cites GPUPerfAPI.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals GPUPerfAPI

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:33.789856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:16.816145Z digest=sha256:2b17802143e84415f3704de4e47c505ac65bf190fe08b836b44392fcf1ad0b7c

Observation 14fb3ffd-93c3-4748-b5b5-25ce33432a48 · outbound

This paper cites Arm Confidential Compute Architecture.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Arm Confidential Compute Architecture

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:33.619270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:16.891480Z digest=sha256:a258978ddc08476ac0ffb7b14bbf7e3a53ee483cdf4f81cea3e75cf6567e97d4

Observation 8f71389c-00c8-4098-a699-700da4696013 · outbound

This paper cites GPU architecture: Revisiting the SIMT execution model.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals GPU architecture: Revisiting the SIMT execution model

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:33.399480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:16.955078Z digest=sha256:7dcb3eb6e6460a2b178b58f4be63b4953fa5bc09a49e5d696df8995206b99432

Observation bf27be65-9fcb-48ab-8da3-2361ba7cd86d · outbound

This paper cites Lapd: Lifecycle-aware power-based malware detection.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Lapd: Lifecycle-aware power-based malware detection

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:33.127070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:17.034144Z digest=sha256:93fd163a6a3903221109820838d4fe6c1810307ac902c3400e78125c483a8ee0

Observation 6f62d0ca-74cb-42b5-9387-5580e43581ed · outbound

This paper cites Sheaffer, Sang-Ha Lee, and Kevin Skadron.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Sheaffer, Sang-Ha Lee, and Kevin Skadron

Reference 9

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T13:50:24.429882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:17.114408Z digest=sha256:dba7f48dd2fcb044bfba27e3cb3486f67955f466255a2b20b27a25f72f9b9499

Observation 9547fd23-4f92-49b4-9345-e59539457ce0 · outbound

This paper cites On the fea- sibility of online malware detection with performance counters.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals On the fea- sibility of online malware detection with performance counters

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T13:50:17.178143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:50:17.178143Z digest=sha256:2ce7324c059bb27234451dbfc6e868ead202e90441ae8c684af0cb89eb2f729f

Observation 4f448572-8382-4d7e-a439-46e3358c00b0 · outbound

This paper cites A study of overflow vulnerabil- ities on gpus.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals A study of overflow vulnerabil- ities on gpus

Reference 11

Resolution
verified exact
doi, observed 2026-08-05T13:50:22.332920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:17.249544Z digest=sha256:920589d61c91740e37451765d4ca49e99c049a246c8b7d8a74eaed03f81b7c30

Observation 6ea11a47-8876-42dd-a47e-17781c1171ad · outbound

This paper cites Openmm 7: Rapid development of high performance algorithms for molecular dynamics.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Openmm 7: Rapid development of high performance algorithms for molecular dynamics

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:32.915582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:17.324658Z digest=sha256:09e6af35061860da161e4bd9e7b5ee018f91751025efa1c142b7ac95499e6036

Observation a137ce82-1c8c-4dc1-a8d8-7ea8ecf32cb7 · outbound

This paper cites Greathouse.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Greathouse

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:32.734116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:17.405126Z digest=sha256:a3325356c79d36cf1d8ef6fd92a32f2f770914d6c7d63b282fa6ef7d1204830f

Observation d14973a0-24dd-4721-876a-1384aa35fb64 · outbound

This paper cites Grand pwning unit: Accelerating microarchitectural attacks with the gpu.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Grand pwning unit: Accelerating microarchitectural attacks with the gpu

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:32.506469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:17.549346Z digest=sha256:711f23717190860b2d09c21670708e2ec472eb475075acbd19b6e5fc48cb230d

Observation eb537888-c82f-4308-8981-5576f9ac343e · outbound

This paper cites GPU Memory Exploitation for Fun and Profit.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals GPU Memory Exploitation for Fun and Profit

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:32.290997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:17.645280Z digest=sha256:de5cd2d3ec05bdb29ce548a569ae604b118025745b104bfe5c2a4a873cac9227

Observation e9c293c3-1705-4a15-a397-37028ec7b259 · outbound

This paper cites Model of the product development lifecycle.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Model of the product development lifecycle

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:32.079585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:17.699428Z digest=sha256:1fd26c2c9e466a1d53b52cc15613774125126abba46d13d855cd860f15e1dbdf

Observation 9d6a41e9-cabc-4a08-9e45-f9d897c4afa2 · outbound

This paper cites High-sensitivity hardware trojan detection using mul- timodal characterization.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals High-sensitivity hardware trojan detection using mul- timodal characterization

Reference 17

Resolution
verified exact
doi, observed 2026-08-05T13:50:22.201020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:17.777881Z digest=sha256:452108061aeef2df5ce1a6ad251298ec1ef4edb24adc0db58fef77696ce98d90

Observation a9121574-2583-4752-98fb-da6187b8e9f5 · outbound

This paper cites Deepsniffer: A dnn model extraction framework based on learning architectural hints.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Deepsniffer: A dnn model extraction framework based on learning architectural hints

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:31.768569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:17.878773Z digest=sha256:8b0417755a179bc8fd18acd26e48dc0b697631ce4511221e8dc0e2117d6bd878

Observation 698a0a50-7761-4819-9b64-9aad9c549467 · outbound

This paper cites Intel ® Trust Domain Extensions.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Intel ® Trust Domain Extensions

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:31.588255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:17.949768Z digest=sha256:43d36f2067fdf0a52345cf60d8ff300bf18966183fef90c282a6544e48beacfa

Observation 3d21757c-e0ed-429c-8122-d75734075045 · outbound

This paper cites In 2023 USENIX Annual Technical Conference (USENIX ATC 23), pages 485–499, 2023.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals In 2023 USENIX Annual Technical Conference (USENIX ATC 23), pages 485–499, 2023

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:31.402703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:18.002798Z digest=sha256:2d2d4a791db3ad8459c697a048195e59bbf14684674a3e177f61de62902a3e01

Observation c756e278-f18c-4cd1-815f-973eaa2e4dd6 · outbound

This paper cites Heterogeneous isolated execution for commodity gpus.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Heterogeneous isolated execution for commodity gpus

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T13:50:18.063621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:50:18.063621Z digest=sha256:6795ee2f2f7a57d89fb3abe95f0909e62369b9a5dc1fb710d47213fa3cebda7a

Observation 7b60b2c6-c501-4f46-baf4-67ff8846bf58 · outbound

This paper cites {TheHuzz}: Instruction fuzzing of processors using {Golden- Reference} models for finding {Software-Exploitable} vulnerabili- ties.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals {TheHuzz}: Instruction fuzzing of processors using {Golden- Reference} models for finding {Software-Exploitable} vulnerabili- ties

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:31.231331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:18.145878Z digest=sha256:746347421ca1674cf1aa6bc61767dbdffda6f296c9779a9650663955b54dc025

Observation e897ba79-c925-4732-87d1-61429eb70c6d · outbound

This paper cites Accelwattch: A power modeling framework for modern gpus.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Accelwattch: A power modeling framework for modern gpus

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:31.107596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:18.190718Z digest=sha256:22a9e7b7ea5e4384b93753909f20439d365ff8b8973c3d929fe5e93f3df532de

Observation 85baefa6-e50e-4c5e-88d5-746863fb35d7 · outbound

This paper cites Accel-sim: An extensible simulation framework for validated gpu modeling.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Accel-sim: An extensible simulation framework for validated gpu modeling

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:30.920980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:18.239423Z digest=sha256:2061679ef7efb9e1adfa3ef26e974e92bfeed7753f862cdc14ed980e5acce7f9

Observation 34a9ca8d-345e-4e8c-b4a3-72ddc78ba0f3 · outbound

This paper cites Khasawneh, Nael Abu-Ghazaleh, Dmitry Ponomarev, and Lei Yu.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Khasawneh, Nael Abu-Ghazaleh, Dmitry Ponomarev, and Lei Yu

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:30.765033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:18.380743Z digest=sha256:e41b779d635d3d22a762bb17dc736f440eed9b84d8cae8de8f4f5e5986cf8443

Observation 619f2ff2-6e7d-4c3c-b561-3d407b134794 · outbound

This paper cites Rebel and tdc: Two embedded test structures for on-chip measurements of within-die path delay variations.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Rebel and tdc: Two embedded test structures for on-chip measurements of within-die path delay variations

Reference 26

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T13:50:23.722252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:18.493420Z digest=sha256:3ddaf97863317c87c453e04be4de045441bcdcf15d0f4b048b531be889783f53

Observation 4fe693be-d8e1-4847-b1ab-1bb937c80874 · outbound

This paper cites Securing gpu via region-based bounds checking.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Securing gpu via region-based bounds checking

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:30.627378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:18.635954Z digest=sha256:c7a73f3880a0123d051396fceb2a00d17cfb32a3a30a65468bce8a986e38de25

Observation 3dc520c5-1ab4-4231-91cc-a55a55592d53 · outbound

This paper cites Ask less, get more: Side-channel signal hiding, revisited.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Ask less, get more: Side-channel signal hiding, revisited

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:30.472820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:18.752429Z digest=sha256:053faee3ea6c3ee82b0d643c1f42da51aa346b54f9105f429b5dee43720334d9

Observation 5759ef8b-80ff-4892-be1a-7030dd112b85 · outbound

This paper cites Detecting spectre attacks using hardware performance counters.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Detecting spectre attacks using hardware performance counters

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-05T13:50:18.868512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:50:18.868512Z digest=sha256:4e9edc04d96b166b87e2e4d0ae8d11040b1c824383a77ebc58bd884f4b11c5af

Observation be10d012-0c7c-427a-9056-ce6b4288e0f4 · outbound

This paper cites Cacti-p: Architecture-level modeling for sram-based struc- tures with advanced leakage reduction techniques.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Cacti-p: Architecture-level modeling for sram-based struc- tures with advanced leakage reduction techniques

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:30.351537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:18.966325Z digest=sha256:b603569cc32fa5712ef139a182facb50241b8b758195260d1cb8dcfda9166d1e

Observation bf856166-8720-4a8d-8fcd-347bc2639b26 · outbound

This paper cites GPUHammer: Rowhammer Attacks on GPU Memories are Practical.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals GPUHammer: Rowhammer Attacks on GPU Memories are Practical

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T13:50:19.067555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:50:19.067555Z digest=sha256:bd1bc8f180bc58dbb3b205ac58b3bb3c510872f62a8591d5f536e8fe1bc593bc

Observation 8cf19cb0-d4fe-483c-8650-9aed9b1695d3 · outbound

This paper cites On code execution tracking via power side-channel.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals On code execution tracking via power side-channel

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:30.190113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.207191Z digest=sha256:345dbd9b93fcbff2ed6493e1477ed0d297b88f3689f5a882e1338ad95119a337

Observation 16607d35-4c5d-45d4-9d48-03d4acf63c67 · outbound

This paper cites Hardware trojans in wireless cryp- tographic ics: Silicon demonstration & detection method evaluation.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Hardware trojans in wireless cryp- tographic ics: Silicon demonstration & detection method evaluation

Reference 33

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T13:50:23.324308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.271546Z digest=sha256:3a5a4627729ef9cdf6a2e3dcf3206e91ced65bd5e46fe89c5a8c5fa3a4acdcd4

Observation 4520fd7c-bfb3-40a5-a16a-365c39df5166 · outbound

This paper cites Hardware countermeasures against dpa–a statistical analysis of their effectiveness.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Hardware countermeasures against dpa–a statistical analysis of their effectiveness

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:30.014912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.314127Z digest=sha256:ce2ff055dfc04ee6c18a6f0798b49875d4d6ed0cdd18d62f38630ce7c34e8142

Observation 33e27a67-fea1-4ae2-bc58-ade4a449be52 · outbound

This paper cites an unresolved cited work.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:50:29.885868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.350577Z digest=sha256:de60c9288f0b9af358c97f37160219dae23a54c755d3e978f228a7a65bb1231c

Observation bbd5accd-5986-45ca-976a-e0bcbcde516a · outbound

This paper cites Buffer overflow vulnerabilities in cuda: a preliminary analysis.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Buffer overflow vulnerabilities in cuda: a preliminary analysis

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:29.733879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.407599Z digest=sha256:97632059a8a9506d4d3e306cc77dfee7d85d705017dada4251090a938c4fc951

Observation 54e41732-6e08-4ce5-ba3a-f94e36a9121c · outbound

This paper cites Functional verification: Approaches and challenges.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Functional verification: Approaches and challenges

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:29.573047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.436637Z digest=sha256:2faca603a6723052266931fc77ffa775ce3ecbe3b3fde4af0737774d282831fb

Observation 0039e8a8-1107-4312-8fb6-23e80a19c6a4 · outbound

This paper cites Rowhammer: A retrospective.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Rowhammer: A retrospective

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:29.441994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.467584Z digest=sha256:8d772b07a82baa288f45a4a595bfc18c1d8b79a4c73761881111df87a570113c

Observation 6d927848-109c-4eba-8d12-e8c67f933ac5 · outbound

This paper cites Constructing and characterizing covert channels on gpgpus.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Constructing and characterizing covert channels on gpgpus

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:29.269141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.509664Z digest=sha256:c4d2077761fc304ee0d2aefc107e289880647af386ee8bd94dc0523b263a2c33

Observation 26810576-a773-4c32-a27c-f235a7667c0b · outbound

This paper cites Rendered insecure: Gpu side channel attacks are practical.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Rendered insecure: Gpu side channel attacks are practical

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:29.144820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.542613Z digest=sha256:2fd0db0ab59ab9b8a946fa47160386c594557239aac932e68c7040dfabf915d7

Observation a95dbedf-c9bf-4177-8e67-623177eb0b08 · outbound

This paper cites Graphbig: understanding graph computing in the context of industrial solutions.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Graphbig: understanding graph computing in the context of industrial solutions

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:28.969158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.586647Z digest=sha256:66e3e55c428c6b034cf1a2bcd1806b4de00b39f933328c67fe599f01accbe06c

Observation 230b0268-121f-47ca-a923-f754b9d7babb · outbound

This paper cites PRACtical: Subarray-Level Counter Update and Bank-Level Recovery Isolation for Efficient PRAC Rowhammer Mitigation.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals PRACtical: Subarray-Level Counter Update and Bank-Level Recovery Isolation for Efficient PRAC Rowhammer Mitigation

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-05T13:50:19.620378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:50:19.620378Z digest=sha256:4df3fb99690be5a37ac49ee114e0938836bb14180fe46e8d434ee3a5935dab7e

Observation e51c0ab5-74ef-4df7-b809-4e428f8ab4c2 · outbound

This paper cites Not so refreshing: Attacking gpus using rfm rowhammer mitigation.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Not so refreshing: Attacking gpus using rfm rowhammer mitigation

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:28.801173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.656386Z digest=sha256:f1cddee4daa0c82618cfa58be17884bf91d70372df1090cb5ca7640701737af5

Observation 25c4fd61-0d4c-4705-afc6-618d567ede35 · outbound

This paper cites Eddie: Em-based detection of deviations in program execution.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Eddie: Em-based detection of deviations in program execution

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:28.627520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.693229Z digest=sha256:f50202ca4f01540da35d2a66dd272e018e36bf82cd851654925fdf40e79188f0

Observation ab1ae215-938b-411d-a1a2-67f2a091d184 · outbound

This paper cites Confidential Compute on NVIDIA Hopper H100.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Confidential Compute on NVIDIA Hopper H100

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:28.452580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.730683Z digest=sha256:82f5ed4b1dcd4c0c5c4c6341c997d6cf7b4d04519f6e3b84fedd06ab5ad40c0e

Observation a87ac810-758d-4eb4-968e-2dc407fd6d5b · outbound

This paper cites CUDA C++ Programming Guide.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals CUDA C++ Programming Guide

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:28.306476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.778582Z digest=sha256:7730a4aad8fc875d945565f06de5ff963bb109473c54210e7306230a85f49014

Observation 330330ae-cd75-4928-a10d-4986a98dee23 · outbound

This paper cites an unresolved cited work.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:50:28.142397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.807457Z digest=sha256:60960e727d92c8a3fb994458f2679a7dd2ebc019b7dda04197cbbdec0b351d5e

Observation 89469517-fcc1-45a3-a4a5-61f45221d9e4 · outbound

This paper cites CUPTI Event API.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals CUPTI Event API

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:27.981316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.866638Z digest=sha256:4dd50c2539807172983eb47c9f0eaa635900a91e549bb63577a0a5c26fa8a837

Observation 673520ef-9b97-4bd1-8ebd-e72a0a806cb7 · outbound

This paper cites Parallel Thread Execution.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Parallel Thread Execution

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:27.815274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:19.984037Z digest=sha256:565290c5548b277483b8cac704c68b60d91b3a00870af9a7790463e4c6702eb3

Observation ad90ac48-f2ea-4e11-aa0a-331af434893d · outbound

This paper cites CUPTI: User Guide.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals CUPTI: User Guide

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:27.632513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:20.082616Z digest=sha256:2a85dafecf0d8ab5d98ae18574cf206fcba0801b645ed0be0482327d538e4138

Observation 29646521-7a22-4054-ac3c-8a9c4a73764b · outbound

This paper cites NVIDIA CUDA samples.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals NVIDIA CUDA samples

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:27.301961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:20.360345Z digest=sha256:8fff0ed3f4024cb3260ea4646183947e0b56786d2963ef5c17bd17e56b49b178

Observation 2921167a-2ade-4372-8ada-d030539c718e · outbound

This paper cites Nsight Visual Studio Edition 4.6 User Guide: Performance Counters.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Nsight Visual Studio Edition 4.6 User Guide: Performance Counters

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:27.078417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:20.446354Z digest=sha256:7283d47c19f39eaa372893a3710424211f349b21e912a5cb55558f1ce677cd63

Observation 28d2dcb0-0df0-4b39-8aea-914611a444fd · outbound

This paper cites Introducing ChatGPT.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Introducing ChatGPT

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:26.900702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:20.544128Z digest=sha256:a4d823b4769553e92ccdbe0d445c98f10196111432a3f80991ddda9f23b8b8a5

Observation 3a017558-60b9-4571-b029-915f13a35f5d · outbound

This paper cites Hardware-based malware detection using low-level architectural features.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Hardware-based malware detection using low-level architectural features

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:26.725778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:20.675764Z digest=sha256:75614c458b16db2073fa258f398690419a7d56fcefe2a47c60242e58c0c3f9d3

Observation ab5de1cb-1045-4642-9fe3-7c065b414b4c · outbound

This paper cites Mind control attack: Undermining deep learn- ing with gpu memory exploitation.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Mind control attack: Undermining deep learn- ing with gpu memory exploitation

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T13:50:20.772864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:50:20.772864Z digest=sha256:d9f2e38e5eeae4192b73ceecd4eb2df5c102b1c2274f89af319ec0f77e8ad16f

Observation cf78c153-1c74-4acc-bce3-c101b5c23bdd · outbound

This paper cites Dnn model architecture finger- printing attack on cpu-gpu edge devices.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Dnn model architecture finger- printing attack on cpu-gpu edge devices

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:26.514885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:20.841146Z digest=sha256:c6644c4982419bfb971d6f259c19abd832210ecfe150951c0929daa858db7705

Observation 197e10bb-f477-4378-96ce-2b47c37ddf43 · outbound

This paper cites Sensitivity analysis to hardware trojans using power supply transient signals.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Sensitivity analysis to hardware trojans using power supply transient signals

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-05T13:50:20.925894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:50:20.925894Z digest=sha256:58cbfeeb0133e71686b1f35aa05216aadcd755dfd1b5cf1b424f0ba4905849f4

Observation d462b89b-f1de-47f7-9fe8-f498e22b8af4 · outbound

This paper cites Power supply signal calibration techniques for improving detection resolution to hardware trojans.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Power supply signal calibration techniques for improving detection resolution to hardware trojans

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:26.319924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:21.037577Z digest=sha256:0383b5d7b7a41a0aae4a5484887311adaf0fb5698c4934bf6d90bf91015c858c

Observation 4d5b7e65-583a-4a05-b5d1-bbac2c72da3d · outbound

This paper cites Cuda, woulda, shoulda: Returning exploits in a sass-y world.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Cuda, woulda, shoulda: Returning exploits in a sass-y world

Reference 59

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T13:50:22.926688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:21.169046Z digest=sha256:9b5f3fcbe1c74706331074e1a8cd06fc7a551e3ea4a7f090fc8c90f13868ff81

Observation 9a082cc6-abe5-48ba-9bc8-6bbd29671c25 · outbound

This paper cites Top-down performance profiling on nvidia’s GPUs.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Top-down performance profiling on nvidia’s GPUs

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:26.148399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:21.282941Z digest=sha256:24ddd6e58fef0440cf6fca8f2fc5bd60d45f354538c3a360dbe40b9f2b27b919

Observation 0689a502-31e6-40c2-81a0-ddb3c3960674 · outbound

This paper cites Toward accurate dynamic time warp- ing in linear time and space.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Toward accurate dynamic time warp- ing in linear time and space

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:26.005889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:21.367699Z digest=sha256:7ebc418c83ca5b6c5a047639040adfae5c6e062d5a241d7bf34f74f0979e88d8

Observation 4cb2f331-b10a-4c08-8703-bd048adec6de · outbound

This paper cites Emma: Hardware/software attestation framework for embedded systems using electromagnetic signals.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Emma: Hardware/software attestation framework for embedded systems using electromagnetic signals

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:25.806013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:21.446768Z digest=sha256:3d92cbe955ea5ee331d07e15cb6054b5eaf3a36203774267f9db689cd973f4be

Observation 1685ecc1-ba46-49d5-a340-c419718b14bc · outbound

This paper cites RogueRFM: Attacking Refresh Management for Covert-Channel and Denial-of-Service.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals RogueRFM: Attacking Refresh Management for Covert-Channel and Denial-of-Service

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-05T13:50:21.533524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:50:21.533524Z digest=sha256:577282226a1f12d2bf125ba84905db7e4fb790286f335484eabe765d02bf5ba5

Observation ad347cea-b40c-4028-9dfd-ff1e8c93cfee · outbound

This paper cites Graviton: Trusted execution environments on GPUs.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Graviton: Trusted execution environments on GPUs

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:25.664466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:21.608506Z digest=sha256:e49250ce7fcd55f001f7d50dbcf14be49adc5292019404fdc744f901f70825fa

Observation ee4b1506-eaeb-463f-9581-3166e9c0f9f2 · outbound

This paper cites Demystifying Arch-hints for Model Extraction: An Attack in Unified Memory System.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Demystifying Arch-hints for Model Extraction: An Attack in Unified Memory System

Reference 65

Resolution
verified exact
local_arxiv, observed 2026-08-05T13:50:22.698303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:21.632610Z digest=sha256:4cea8d33eb61b27d0027c27360ea57899990afcb24263717330f0d57b806b8f2

Observation d49aad89-75f4-471e-ad3e-2aa4bae8c115 · outbound

This paper cites Simultaneous multikernel: Fine-grained shar- ing of gpus.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Simultaneous multikernel: Fine-grained shar- ing of gpus

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:25.453954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:21.657932Z digest=sha256:9fc9ca55c643349491e0bcc288ad5c36c75279c1eecf1c6212b263c9772a59b6

Observation f5c5d90a-bd39-4dc6-a091-325258ac575b · outbound

This paper cites Leaky DNN: Stealing deep-learning model secret with gpu context-switching side-channel.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Leaky DNN: Stealing deep-learning model secret with gpu context-switching side-channel

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:25.259654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:21.733962Z digest=sha256:668901fd1817ef0961f3455c65ccc36afe2fbd53f56bc9b4a152fd4ca4b948a9

Observation 4a189ff5-75ae-40b2-b311-b2f1a5798976 · outbound

This paper cites Warped-slicer: Efficient intra-sm slicing through dynamic resource partitioning for gpu multiprogramming.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Warped-slicer: Efficient intra-sm slicing through dynamic resource partitioning for gpu multiprogramming

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:25.114091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:21.777796Z digest=sha256:46723faf4552d7774243f3e2e4980ec18e8649c07967e7ed232b971d15d3ab59

Observation a6371824-af3e-44ce-b698-85d87ef39c88 · outbound

This paper cites In 29th USENIX Security Symposium (USENIX Security 20) , pages 1463–1480, 2020.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals In 29th USENIX Security Symposium (USENIX Security 20) , pages 1463–1480, 2020

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:24.941269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:21.823224Z digest=sha256:78b3aae01e9193699604332da9081e355040d607d67709d7afa8304fbb2eeaaf

Observation 236eaba6-612d-484d-92f7-2b481fee5ad1 · outbound

This paper cites Defend GPUs against DoS attacks.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Defend GPUs against DoS attacks

Reference 70

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T13:50:22.603401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:21.881618Z digest=sha256:8d63c1ad6385a22adce49d652e4f4304623aae5174626e6bd2b513d9d6ea31e9

Observation 03157aec-c7a1-4e46-87dc-4da11a0c6808 · outbound

This paper cites Beyond the bridge: Contention-based covert and side channel attacks on multi-gpu in- terconnect.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Beyond the bridge: Contention-based covert and side channel attacks on multi-gpu in- terconnect

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:24.767261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:21.932113Z digest=sha256:0937369b9778bad8cd93b3c622339ddbda185269fcc06753123d9ddbb491ce8f

Observation 1192100f-d990-41b2-b246-b77eef1c1720 · outbound

This paper cites NVBleed: Covert and Side-Channel Attacks on NVIDIA Multi-GPU Interconnect.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals NVBleed: Covert and Side-Channel Attacks on NVIDIA Multi-GPU Interconnect

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-05T13:50:22.028197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:50:22.028197Z digest=sha256:3fae65fbfab8130e4cf6da566ff687aee576bb27be6f24268f69258f8370ddd9

Observation 789b6761-297b-4dee-a01c-2ab3548fdf8f · outbound

This paper cites {Invalidate+ Compare}: A{Timer-Free}{ GPU} cache attack primi- tive.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals {Invalidate+ Compare}: A{Timer-Free}{ GPU} cache attack primi- tive

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:50:24.611241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:22.090951Z digest=sha256:1a850c6f697fea795dd910aa938d690e32b19c624a5dd1af6889245b923958e1

Observation 746575a6-22e6-407f-b900-ca2a53b4ff38 · outbound

This paper cites an unresolved cited work.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Unresolved cited work

Reference 2017

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T13:50:24.174255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:17.476599Z digest=sha256:74951efa6f5efee170f031a8938ab41aa0ebb6ca842b8a651f4d1113460435b4

Observation fbc3f410-27bb-40a6-8ef3-3e72d9cc24ac · outbound

This paper cites an unresolved cited work.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Unresolved cited work

Reference 2022

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:50:27.453761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T13:50:20.248042Z digest=sha256:6317f63239e762724d944831f5a29324bd477cc28eb809b35bb68a6a2cbd07a3

Pith citing papers

Observation 2bc6da80-43ef-4202-9f7a-206d608e40c5 · inbound

Security Considerations for Multi-agent Systems cites this paper.

Security Considerations for Multi-agent Systems ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals

Reference 134

Resolution
verified exact
arxiv_id, observed 2026-05-15T14:15:55.521916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T14:12:14.160789Z digest=sha256:84ef904131cffea77dded1e67ee12331d6f32af8f9fed771307fb40590776881

Observation 8286e69a-bb20-4fbc-8dfc-2b49b9a4cc97 · inbound

Detecting Hidden ML Training With Zero-Overhead Telemetry cites this paper.

Detecting Hidden ML Training With Zero-Overhead Telemetry ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals

Reference 39

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T00:39:17.177267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-06-26T21:03:43.112108Z digest=sha256:b6218a7aa888d6187cbefedf9c43d137432dda74d636994ca812e94b1a9e1b1e