Paper Citation Record · LEDGER

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models

As of 7 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2506.08346.

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

pith.paper-citation-record.v1
2506.08346 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:18:04.517664Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

42 of 42 outbound references displayed

verified exact2
verified fuzzy22
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 08b83b8c-c3ac-4b2f-9a63-a1cd3f7f211f · outbound

This paper cites Dataset security for machine learning: Data poisoning, backdoor attacks, and defenses,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Dataset security for machine learning: Data poisoning, backdoor attacks, and defenses,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:05.169440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ae0fc1e7-e1c8-44e5-95b8-86430f3cc04a · outbound

This paper cites Backdoor learning: A survey,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Backdoor learning: A survey,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:05.153017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3510db54-419c-44e7-8a34-7594b1b84128 · outbound

This paper cites Blind backdoors in deep learning models,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Blind backdoors in deep learning models,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.331546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 963b78b0-a4c7-4925-9c0e-2ea8d8ecba15 · outbound

This paper cites Label-Consistent Backdoor Attacks.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Label-Consistent Backdoor Attacks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.335913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ecb2e7-5517-4481-b2d4-e42d1e15719c · outbound

This paper cites A backdoor attack against lstm- based text classification systems,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models A backdoor attack against lstm- based text classification systems,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:05.126762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9a3d9026-49cf-4b34-b817-1e8cc021008b · outbound

This paper cites Hidden trigger backdoor attack on{NLP}models via linguistic style manipulation,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Hidden trigger backdoor attack on{NLP}models via linguistic style manipulation,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:05.110765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b6af23e3-7d66-46fa-b593-d1259f3de15d · outbound

This paper cites Mitigating backdoor attacks in lstm- based text classification systems by backdoor keyword identi- fication,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Mitigating backdoor attacks in lstm- based text classification systems by backdoor keyword identi- fication,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:05.095445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d4ecd125-a0bc-44cd-b541-5d3a4ee27c81 · outbound

This paper cites Badnets: Evaluating backdooring attacks on deep neural networks,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Badnets: Evaluating backdooring attacks on deep neural networks,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:05.080236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e513cb04-b191-4749-af41-28f237da37f7 · outbound

This paper cites Reflection backdoor: A natural backdoor attack on deep neural networks,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Reflection backdoor: A natural backdoor attack on deep neural networks,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:05.065034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ace38c79-0085-4c52-a970-e53688e2f404 · outbound

This paper cites Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.365512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11b288e4-f959-4adc-a0dc-ba5a3eb77cf6 · outbound

This paper cites Spectral signatures in backdoor attacks,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Spectral signatures in backdoor attacks,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.370703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0925c6e3-fd2d-494f-80dd-ca1ec7b0d566 · outbound

This paper cites Clean-label backdoor attacks on video recognition models,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Clean-label backdoor attacks on video recognition models,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:05.039370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 40a303c1-b4ff-47fb-adb6-0b15e0af7d45 · outbound

This paper cites Can you hear it? backdoor attacks via ultrasonic triggers,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Can you hear it? backdoor attacks via ultrasonic triggers,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:05.024683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e9bb43fe-b432-4234-a99c-8d0fab1a80d7 · outbound

This paper cites Towards Stealthy Backdoor Attacks against Speech Recognition via Elements of Sound.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Towards Stealthy Backdoor Attacks against Speech Recognition via Elements of Sound

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.384761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e80c685a-1ea9-4e5f-9e4f-7b3ece46c41b · outbound

This paper cites Going in style: Audio backdoors through stylistic transformations,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Going in style: Audio backdoors through stylistic transformations,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:05.010133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a78952f9-710d-4825-be28-c11317c1f3a0 · outbound

This paper cites Back- door attack against speaker verification,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Back- door attack against speaker verification,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:04.996399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eac14d51-e4d8-4b31-b571-b42d77e19c16 · outbound

This paper cites Audio-domain position-independent backdoor attack via unnoticeable triggers,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Audio-domain position-independent backdoor attack via unnoticeable triggers,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:04.981723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bb355d99-e7fb-401d-a781-c255a775d03f · outbound

This paper cites Backdoor attacks against deep neural networks by personalized audio steganography,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Backdoor attacks against deep neural networks by personalized audio steganography,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:04.966547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fab5f237-8f4d-40fe-976a-16579f987e9a · outbound

This paper cites Opportunistic back- door attacks: Exploring human-imperceptible vulnerabilities on speech recognition systems,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Opportunistic back- door attacks: Exploring human-imperceptible vulnerabilities on speech recognition systems,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:04.951826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 68f67de0-4eb6-4e2d-9221-ac3b5002b5c0 · outbound

This paper cites Natural backdoor attacks on speech recognition models,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Natural backdoor attacks on speech recognition models,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:04.936885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 587d1c71-d69f-49ea-b3a4-8363cf222dad · outbound

This paper cites Practical backdoor attack against speaker recognition system,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Practical backdoor attack against speaker recognition system,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:04.920464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fc2f361f-06e8-4ccb-8104-8254df35fc7a · outbound

This paper cites Fake the Real: Backdoor Attack on Deep Speech Classification via Voice Conversion.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Fake the Real: Backdoor Attack on Deep Speech Classification via Voice Conversion

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:18:04.749879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d18eca1d-55e9-4763-9823-2907ad371bfc · outbound

This paper cites PBSM: Backdoor attack against Keyword spotting based on pitch boosting and sound masking.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models PBSM: Backdoor attack against Keyword spotting based on pitch boosting and sound masking

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.426815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e753fac0-4e44-4c3a-ab6e-1e5b3ccac210 · outbound

This paper cites Imperceptible rhythm backdoor attacks: Exploring rhythm transformation for embedding undetectable vulnerabilities on speech recog- nition,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Imperceptible rhythm backdoor attacks: Exploring rhythm transformation for embedding undetectable vulnerabilities on speech recog- nition,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:04.904625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2dc7e667-5819-43c0-a085-4b52449cc334 · outbound

This paper cites Neural cleanse: Identifying and mitigating back- door attacks in neural networks,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Neural cleanse: Identifying and mitigating back- door attacks in neural networks,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:04.890107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ee2373e2-f558-4319-8718-105285ef1601 · outbound

This paper cites Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.441044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86a59c3e-7be4-408d-8cfa-9f275e546ab9 · outbound

This paper cites Multiple-gradient descent algorithm (mgda) for multiobjective optimization,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Multiple-gradient descent algorithm (mgda) for multiobjective optimization,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:04.874608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 513f3019-539d-4e02-a881-f1e305d8b07f · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.450167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2380a877-5dfb-442e-9027-2974b1e474b4 · outbound

This paper cites A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.455231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa5435d0-de78-4bef-96a9-1d6b711eb587 · outbound

This paper cites End-to-End Audio Strikes Back: Boosting Augmentations Towards An Efficient Audio Classification Network.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models End-to-End Audio Strikes Back: Boosting Augmentations Towards An Efficient Audio Classification Network

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.460073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91b3b669-0bee-492c-984d-39c297cce904 · outbound

This paper cites General- ized end-to-end loss for speaker verification,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models General- ized end-to-end loss for speaker verification,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:04.858774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 043ddbfe-0edf-46d3-8354-2a898d97b865 · outbound

This paper cites ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.469626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e7b2c74-6e68-4936-bc24-4222180d4768 · outbound

This paper cites VSVC: Backdoor attack against Keyword Spotting based on Voiceprint Selection and Voice Conversion.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models VSVC: Backdoor attack against Keyword Spotting based on Voiceprint Selection and Voice Conversion

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.474204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ff2ebaa-355b-4343-8e7f-cd415ed19a60 · outbound

This paper cites Chatgpt and large language model (llm) chatbots: The current state of acceptability and a proposal for guidelines on utilization in academic medicine,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Chatgpt and large language model (llm) chatbots: The current state of acceptability and a proposal for guidelines on utilization in academic medicine,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:04.844622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bbd22057-448e-42b9-8450-29832be51517 · outbound

This paper cites Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.483387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcf2538f-47a0-45ef-9cfa-dced45aac561 · outbound

This paper cites Deep residual learning for image recognition,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Deep residual learning for image recognition,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.488745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 446a52b5-4269-4fa2-9d9d-493e40ca8975 · outbound

This paper cites Keyword Transformer: A Self-Attention Model for Keyword Spotting.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Keyword Transformer: A Self-Attention Model for Keyword Spotting

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:18:04.609468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 735d9ca9-de68-4dc4-9dcb-7498b48120a5 · outbound

This paper cites VoxCeleb: a large-scale speaker identification dataset.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models VoxCeleb: a large-scale speaker identification dataset

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.498289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82db7ec7-0b0c-494a-9323-eecbb42c285a · outbound

This paper cites Speaker recognition from raw waveform with sincnet,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Speaker recognition from raw waveform with sincnet,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:04.820497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ebc049ef-ad0b-4c16-9496-adf78449ef81 · outbound

This paper cites Emotional voice con- version: Theory, databases and esd,.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Emotional voice con- version: Theory, databases and esd,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.507417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95e7ba4e-414d-465f-a4cc-d4fa5501a9a1 · outbound

This paper cites Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.512944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18d9719c-6acc-48f7-a4bf-eaba0dae2175 · outbound

This paper cites Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:04.517664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.