Paper Citation Record · LEDGER

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators

As of 13 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2411.16712.

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

pith.paper-citation-record.v1
2411.16712 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:28:30.515078Z

measured 33 of 33 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

33 of 33 outbound references displayed

verified exact1
verified fuzzy31
unresolved1
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1f973de7-bff8-4954-910e-930d956df4f0 · outbound

This paper cites Tpu v4: An optically reconfigurable supercomputer for machine learning with hardware support for embeddings ,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Tpu v4: An optically reconfigurable supercomputer for machine learning with hardware support for embeddings ,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:32.507243Z

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.

Observation 761d8d49-b3d9-44cd-9a6e-fc20ac02226a · outbound

This paper cites Shedding Light on LLMs: Harnessing Photonic Neural Networks for Accelerating LLMs,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Shedding Light on LLMs: Harnessing Photonic Neural Networks for Accelerating LLMs,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:32.489610Z

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.

Observation bfebddf9-e2f9-415b-9fa4-2c932bcb76f6 · outbound

This paper cites There’s plenty of room at the Top: What will drive computer performance after Moore’s law?.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators There’s plenty of room at the Top: What will drive computer performance after Moore’s law?

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:32.418051Z

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.

Observation af958b32-c7de-4b86-be31-2185031eb559 · outbound

This paper cites Cross-Layer Design for AI Acceleration with Non -Coherent Optical Computing ,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Cross-Layer Design for AI Acceleration with Non -Coherent Optical Computing ,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:32.407536Z

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.

Observation ff3e8de8-f1e3-40c0-9d66-1d0445d5a11a · outbound

This paper cites Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:32.395530Z

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.

Observation bf36637c-200c-4700-9281-ed305feac02b · outbound

This paper cites Silicon Photonic 2.5D Interposer Networks for Overcoming Communication Bottlenecks in Scale -out Machine Learning Hardware Accelerators ,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Silicon Photonic 2.5D Interposer Networks for Overcoming Communication Bottlenecks in Scale -out Machine Learning Hardware Accelerators ,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:32.384843Z

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.

Observation 8cf15023-9d18-49ed-98cd-2116a89f5834 · outbound

This paper cites CrossLight: A cross- layer optimized silicon photonic neural network accelerator ,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators CrossLight: A cross- layer optimized silicon photonic neural network accelerator ,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:32.373174Z

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.

Observation 9a53686e-dc02-4587-ad70-8873f420095d · outbound

This paper cites Deep defense: Training dnns with improved adversarial robustness ,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Deep defense: Training dnns with improved adversarial robustness ,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:32.166911Z

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.

Observation c3c96869-9218-4a24-b7a2-57d238b89c07 · outbound

This paper cites Memory trojan attack on neural network accelerators,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Memory trojan attack on neural network accelerators,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:32.051698Z

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.

Observation 87e8a7d0-2698-4013-97bb-f6caf6215b00 · outbound

This paper cites Fault Injection Attack on Deep Neural Network,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Fault Injection Attack on Deep Neural Network,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:32.038590Z

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.

Observation f0f37d76-026f-4dfa-bd6f-e451be8adfa2 · outbound

This paper cites Hu-Fu: Hardware and Software Collaborative Attack Framework against Neural Networks.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Hu-Fu: Hardware and Software Collaborative Attack Framework against Neural Networks

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-12T14:28:30.575325Z

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.

Observation 1ced5bff-7a59-4ddd-abeb-f89e273d82e7 · outbound

This paper cites Hardware Trojan Attacks on Neural Networks.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Hardware Trojan Attacks on Neural Networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T14:28:30.165360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71300433-e4df-41b6-bef9-9bf1385a06c6 · outbound

This paper cites Tron: Transformer neural network acceleration with non -coherent silicon photonics ,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Tron: Transformer neural network acceleration with non -coherent silicon photonics ,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:32.000646Z

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.

Observation ebd853ff-01ec-4322-80ef-c2e29f31f370 · outbound

This paper cites RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:31.910156Z

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.

Observation c4dac298-9b93-4d6a-9e4b-283ec5fee940 · outbound

This paper cites SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy - Efficient Deep Learning ,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy - Efficient Deep Learning ,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:31.802088Z

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.

Observation 7a109070-0f78-4e48-8db3-a4911685720e · outbound

This paper cites A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:31.726887Z

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.

Observation 279d566f-a79d-4a83-a2b2-1114b75f6f8a · outbound

This paper cites ROBIN: A Robust Optical Binary Neural Network Accelerator ,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators ROBIN: A Robust Optical Binary Neural Network Accelerator ,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:31.595015Z

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.

Observation c362075e-682e-40df-98a4-1507cbb63321 · outbound

This paper cites PWM‐Driven thermally tunable silicon microring resonators: design, fabrication, and characterization,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators PWM‐Driven thermally tunable silicon microring resonators: design, fabrication, and characterization,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:31.471753Z

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.

Observation 0568737e-2b81-446d-9625-8d13b2fc4fe1 · outbound

This paper cites Assessing performance of silicon photonic modulators for pulse amplitude modulation,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Assessing performance of silicon photonic modulators for pulse amplitude modulation,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:31.330296Z

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.

Observation 633fb0a9-2737-4c0d-a12c-43db2d4bb702 · outbound

This paper cites GHOST: A Graph Neural Network Accelerator using Silicon Photonics ,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators GHOST: A Graph Neural Network Accelerator using Silicon Photonics ,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:31.318939Z

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.

Observation 6b43abba-cae3-4b48-996e-024aa0fb248d · outbound

This paper cites Wavelength tuning and stabilization of microring-based filters using silicon in -resonator photoconductive heaters,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Wavelength tuning and stabilization of microring-based filters using silicon in -resonator photoconductive heaters,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:31.307558Z

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.

Observation 8a03a06d-81d7-41fd-84b3-9516f4c916dd · outbound

This paper cites Digital-to-analog hardware Trojan attacks ,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Digital-to-analog hardware Trojan attacks ,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:31.295593Z

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.

Observation 5dbb4315-f5b0-40f7-8bbd-6864ed6e0914 · outbound

This paper cites Security interrogation and defense for SAR analog to digital converter ,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Security interrogation and defense for SAR analog to digital converter ,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:31.081421Z

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.

Observation f7d76da0-b70a-49bc-8a88-d29a909a4c97 · outbound

This paper cites LIBRA: Thermal and Process Variation Aware Reliability Management in Photonic Networks-on-Chip,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators LIBRA: Thermal and Process Variation Aware Reliability Management in Photonic Networks-on-Chip,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:31.070129Z

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.

Observation 8b89552e-86df-4cf3-8abe-f3e3dc6b8c5a · outbound

This paper cites SOTERIA: Exploiting Process Variations to Enhance Hardware Security with Photonic NoC Architectures,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators SOTERIA: Exploiting Process Variations to Enhance Hardware Security with Photonic NoC Architectures,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:31.059255Z

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.

Observation 537ac1ea-e63b-4fc3-9f44-60e0fab86a14 · outbound

This paper cites SerIOS: Enhancing Hardware Security in Integrated Optoelectronic Systems ,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators SerIOS: Enhancing Hardware Security in Integrated Optoelectronic Systems ,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:31.048616Z

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.

Observation bd65a3b2-ced7-4412-b4bf-2394a2d76d90 · outbound

This paper cites Available: https://github.com/uvahotspot/HotSpot.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Available: https://github.com/uvahotspot/HotSpot

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:31.038302Z

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.

Observation f088c770-0d91-43e8-98fe-d287fb8d742e · outbound

This paper cites Regularization in CNN: A Mathematical Study for L1, L2 and Dropout Regularizers,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Regularization in CNN: A Mathematical Study for L1, L2 and Dropout Regularizers,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:31.027522Z

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.

Observation 38d1b348-c969-4365-aac3-6ba8130dd291 · outbound

This paper cites More than moore technologies for next generation computer design.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators More than moore technologies for next generation computer design

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:30.852910Z

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.

Observation 26022679-be3f-477f-bf33-1c7f802b86d3 · outbound

This paper cites Analyzing fusion of regularization techniques in the deep learning ‐based intrusion detection system,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Analyzing fusion of regularization techniques in the deep learning ‐based intrusion detection system,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:30.806228Z

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.

Observation 8d6e072c-5cb5-4435-a5ac-a6bdd3af8a1c · outbound

This paper cites Noise-resilient and high -speed deep learning with coherent silicon photonics ,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Noise-resilient and high -speed deep learning with coherent silicon photonics ,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:30.793012Z

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.

Observation 02c5bbc6-f22e-4e83-96c4-ecb3d9bb9a4b · outbound

This paper cites Noise-Resilient DNN: Tolerating Noise in PCM - Based AI Accelerators via Noise -Aware Training ,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Noise-Resilient DNN: Tolerating Noise in PCM - Based AI Accelerators via Noise -Aware Training ,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:30.781748Z

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.

Observation f13760f0-9037-4752-89f5-1408652d08df · outbound

This paper cites Survey of Recent Developments for Hardware Trojan Detection ,.

SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators Survey of Recent Developments for Hardware Trojan Detection ,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:28:30.769620Z

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.

Pith citing papers

No inbound Pith citation observations are available.